<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0" xmlns:media="http://search.yahoo.com/mrss/"><channel><title><![CDATA[Loopcv blog]]></title><description><![CDATA[Read about true experiences, challenges, and what the road to success really looks like straight from the team behind Loopcv.]]></description><link>https://blog.loopcv.pro/</link><image><url>https://blog.loopcv.pro/favicon.png</url><title>Loopcv blog</title><link>https://blog.loopcv.pro/</link></image><generator>Ghost 4.4</generator><lastBuildDate>Thu, 07 May 2026 15:50:45 GMT</lastBuildDate><atom:link href="https://blog.loopcv.pro/rss/" rel="self" type="application/rss+xml"/><ttl>60</ttl><item><title><![CDATA[How to Use Gemini for Job Search]]></title><description><![CDATA[Discover how to use Gemini for job search, improve your resume, prepare for interviews, and create stronger job applications with AI.]]></description><link>https://blog.loopcv.pro/how-to-use-gemini-for-job-search/</link><guid isPermaLink="false">69f1d562d8ca988272df914f</guid><category><![CDATA[gemini for job search,]]></category><category><![CDATA[AI job search]]></category><dc:creator><![CDATA[George Lambdus]]></dc:creator><pubDate>Wed, 29 Apr 2026 09:56:28 GMT</pubDate><media:content url="https://blog.loopcv.pro/content/images/2026/04/ChatGPT-Image-29-----2026--12_40_42--.-..png" medium="image"/><content:encoded><![CDATA[<h2></h2><figure class="kg-card kg-image-card"><img 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" class="kg-image" alt="How to Use Gemini for Job Search" loading="lazy"></figure><img src="https://blog.loopcv.pro/content/images/2026/04/ChatGPT-Image-29-----2026--12_40_42--.-..png" alt="How to Use Gemini for Job Search"><p>Gemini for job search is becoming a practical option for candidates who want help with writing, interview preparation, networking, and other parts of the hiring process. What makes Gemini for job search useful is not just speed, but the ability to turn rough ideas into clearer and more structured communication.</p><p>Still, good results do not happen automatically. Most users know what they want help with, but they are not always sure how to phrase their request in a way that leads to something genuinely useful. That is why Gemini for job search works best when prompts are clear, specific, and structured.</p><p>This is where the LoopCV AI Assistant adds value. Instead of starting from a blank page, users can rely on templates, guided inputs, and a smoother workflow. This makes Gemini for job search easier to use in a real, everyday process.</p><p><strong>Download our Chrome Extension to get access to the LoopCV AI Assistant &#x2192; &#xA0;</strong><a href="https://chromewebstore.google.com/detail/apply-tool/aleecdoflfiofldfpipjhcjoigokflmp?pli=1"><strong>Apply Tool</strong></a><br></p><h2 id="why-gemini-for-job-search-works-better-with-structure"><strong>Why Gemini for Job Search Works Better with Structure</strong></h2><p>There is a reason more candidates are turning to AI tools. For many users, Gemini for job search is not just about saving time. It is about getting help with clarity, tone, and direction when those are hardest to define alone.</p><p>The challenge is that broad prompts lead to broad answers. Gemini for job search becomes much more effective when the input includes the right context. A structured prompt helps guide the output toward something more relevant and usable.</p><p>The LoopCV AI Assistant is designed to support Gemini for job search by giving users a stronger starting point and reducing the guesswork involved in writing prompts.</p><p>Many candidates use Gemini when they want to organize scattered ideas into something more usable. For example, they may have a job description, a rough CV summary, and a few notes about their experience, but not a clear way to connect them. This is why searches like AI prompts for job search, AI prompts for job search free, and best AI prompts for job search are becoming more common. People are not just looking for prompts - they are looking for a faster way to turn messy information into a clear next step.</p><hr><h2 id="how-to-use-the-loopcv-ai-assistant-with-gemini-for-job-search"><strong>How to Use the LoopCV AI Assistant with Gemini for Job Search</strong></h2><p>The assistant is simple to use, which is one of the reasons Gemini for job search becomes easier to manage.</p><h3 id="1-open-the-assistant-alongside-gemini"><strong>1. Open the assistant alongside Gemini</strong></h3><figure class="kg-card kg-image-card"><img 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" class="kg-image" alt="How to Use Gemini for Job Search" loading="lazy"></figure><p>Start by opening the LoopCV AI Assistant while using Gemini. This allows you to create and use prompts without switching between tabs.</p><p>For many users, this makes Gemini for job search feel more integrated into their workflow rather than a separate task.</p><h3 id="2-choose-a-built-in-template"><strong>2. Choose a built-in template</strong><br></h3><figure class="kg-card kg-image-card"><img 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cEWHYDfRyO/X+vtIYcdIYcccbQ8PXHrlF0/dc/PXdsjjgumntxBHT5eY1OSyAQh0/Sve54o9ADB9tCTL7msGzIumEY89shD5Gn7Yt45+oT4dWZQ7j824QMRcoplrt7+miDzBUewxeJIbwv/44+9IOgPWSTYoOBfAaaXsFu2IHN19yMvCuy9uML2SMtQIbODOf1yDpAFQ4oYAgTTod4W+6hDJmwqr+KA32MtQ4Z/4fzUxCz8YotjCKpFlp1CHdbkQRThwYQVi1/hphPxr6CfmBAFxyefO+AerDjtFYe7acb/Z9ErnODCmji0T5bH7V9UL1nWcp6JwLXvO0UwzQmbH+SfwqZsgfg916a3v/z7r5H/fcHrpbfzFJftxHU46ghcoWLzUfsXnJ+u/pHFiiwergGeyi1acY8ESGDmCLAnEmgeAkm9FRNsOIkym8M5PvcmOfDC0/L8o+NTCuPpe3/h2h13+pluW6+PQ/ANbc4xZWabwi9EFgQGKiCIDjXC+BrH1JfPpuAcyr02jYrXTSBLhewV6lCybF8InUegSAAAEABJREFUp85wHg8RYP3acTbFBkGIuskKpk5ftGnRU044TDo7TpDXn3KkYHrxF5bZQszl2iMbh6nPQ23MK982z60hw3or7KMODy68rcpXcUDkYdoTbJAhwzow+MQWx4gHD0Ugu4bMGVLX9/3qRTn+6EPdur+//n9f49aHYa3gP/7kMfn+7U+ZaBOBfe8589176PDaE/hJFmTRrjPxjOnMV594hHsp4jV/+Fr3jp2kbfQY2dI/O/d0wVpCZAAffHK/e6gDXKN2fh+ZQr8PxqYR/SG3JEACJEACs0wAiQusWcODBtFQ8A9rJCmw5jh5Lmo30/smJ7K79MINW5SoVfI4em66+ycvfr9zMdW/Bfr0xC/kyFeeJsfMX+j81PsDYiXax9FHHCIQEahD5gdblCMOU8EaJuz7gjVsmCqFGHvmxWBqDOdws5g2wq4r8IkpNxzgSx9ZKIhCiDysh0K2CefKlZ/f86z8yqZFj7H4kA2D4ECfv5h4tlwzdw43NUQlxCWER7SgDvFW+yoOTHciBkzoQthEfeIY9ciA+deGfGfsSflvX98nn7WpSWTWEBgEFNYHou3/+rcH5I++fpd77Pohy3BiChV/3QBZPNgmy99872FZ87W73JO0WEuGTN95ljlDdi5p64+xfg3XFiny/+8b98iFNu36vduekgMmhL3NdLdsTwIkQAIkUH8Ci20G50PvOFFOPPZQ1xm+W8fuf14mHn9JbAbSzUhhJu0j7zpZsMTJGc3gR1Jn4bikYMuKCw2y6mtZd/Li/yx4Ee693/9beXLfT6tyff9//G95/vEJOfXs362q3VSM77L5bYiKRblj5Ldsms77wAL4U0443C0mxxw4boCnX3hZkA1bYVN1EF+whch6x+uOFUzzPfzUS/Lze4M1XDiHxe/I4mAfBT5Pe+XhlkE6KHeG70v74d6n3Zou3EjI+ix5/XEwdQW+8aTqR9/zKneMD0yLImZkxPCOMayde9AyRJiqw/lSBeIO2TDcwP9mWanuK/dKtOCdNpgWxVq0d4ZPbJbyFa3HdCemPR8ycfVn/3RvzOeF28fl/l+95KaVsXYOostnyzDNecm/TMhtDzzv/oOC6MMTtZh+hoj9+g8fcaINU6gQpyfZtGe0X+zjiczfeN1xbnp66KePy9d+8LBAzOKRbjxYARtfosL5BMvuoR7jffjp/dgVCEpkUt3BND5wXabRnE1JgARIgAQqJPBO+/////qOkwTvW0MTiLU99h2M7wI8ZIClNvjOwznM+KwyYbfwlKNwOOMlqruqEmwi9Y/1kMOOlDPed75N1x2U2/9po7z0bPbC8WQkj4xeJ/v+7XI5+lWvk9OWrEqenvJxzoTS4LqFEi19H8jJv/3iCYHYOPbIQwTroDCVd/Wa17onFpE1G7WpRix6xxqmH9/1tPsrBG9pO0a+ZjZY//S/fq9NXnvykYJp0uvMF7JEPkisa3tP+/ECf/D7u2+b58TLPY+9KNfd+qQz+8aNNg2Yf8r5hUDbeN7p7s9L4bUXX/r9Be5JRMTmjMOPW+973glJlxU0tflLizHab2gW22CqE/ZYMI+namIn7WDUMnR4WvTYIw+t+PUemLbEdKc1d0/f3P7g89gtlAmbKsbToqhAWvqtxg3/ysHrTrZ8+DWC16PgaR5MC0OE4mnMz/3uq92fEcN5PE0LMfi4ZRS9H/jy5ddOC/6cF9jCHq/YgEiGsMYTs7B77JlAkOEBga/aNfufH3y14OlU/IcNAYtXgiCO6EMgaFdNwbjRJ9rgyWLE8+cfOB2HLCRAAiRAAnUggP/P/p23vtJmvAL5g/9P/+ndz8rf/8cjgtkuzKDgoTAkXLxow7QosnG/dtrRdYiocpdBxKF9VMmFVakNbFBSJ2pYcerZK+XUd3xQXnr6Mfn51o/II3v+raT3l196Xu75zt/I3h2XyBEnzJeOVf9L8B63kg2qPIHMB7Ji0YLXbtxiU4yX7bxf8D4XLGDHl/j8VxwuTzy3X/75Z4/L5759n8vgoLvN//6gbBt51Ak8ZNpec9KRcrhNkSLrddn/fUDwUAHsfIGIgyA87qhD3Csj8E7mm8eflS3XP2jp2hedGYQWpgG3fvdhJ3owNYlpV2TOXtj/skAM3GQ3oTMOP35+77MCEYPDJ547IJM9HYoxY6pTVSz2/ZK1KB9PjEJgmUnsVRzoo1RBVmqeZb5e3H9QICKz7EYnnhNkybB2bv7xh8sDlolDhgsi99RXHGGcD8i/3PwrN6UJIfuijRnr0XD+iMMOEbC94vqHBP9SSvqfsJT3k88fcK9ZgT2mqu9+5AXnCxk82CPzdq8JR6xVxH+sYDtg1xDTsWCNLCr44Dq98BKuEFpVV3AN/4/dKxCHEPmnvfIIOQSwq3NDaxJoTgKMmgRmmMCyNx4vHzhrnmD2BV2/bP/XjaTKwEgg1lCHAtG2zeryD73gpkdR96rjD5OZFG3QWSjo25eYYPOVfgtjFBz7LfbrXuxL67UrPimv/a0/kf3PPCb5HX8ho1/7I3nirpvk4IH9cnD/i/Lk+M0y8YNt8rO/7pZ7v/c1Oe7Vi2XxR78qR807vSbhXbzjXjl38+2ZBefQCUTBJf88IfhzULA9z+x//yt3yle+97Dgyxg2vgxaRgx/GukDVwQ+u7bk5ZP/e1x+enf2KzUgHP7rVXe4/mF78dC9ToR4f36LBfR4lcXvmD8fA+K56B/HUwILIg4xwO7DX7nDvZrD+8naYgxYpwX7C7ffnWXi6jYM3uPiXLttnxOUeI0F2nhOzijygT/vgTHhz0UN3vRY5ExxF+PCOP7LX+flC//3frdezI8RDHu+eqdc/f2HXYOrdj8kH9p6h4A/+l35pYDtHhOoMPg7E1r/xfisvvpO96ep0Cfaww/s4RcMsU4O9ig37ntGMB74RFlv07Tg0f+tCUHsqMO1/hsTzJgihn/0g7Z+/BDqOPYlqx7ZVcQCf4jnMzbd6+25JQESIAESqB2BB5/cX/hutn/jy49s9uvv/+PRzA5+9ewB+er3HhI8sIcsHLJtz7zwciHpkdmoTpVef2UKNn+yTn1X7PbUX++Wxf/tb+XEN75H8DDBrds+Lv+x6d3yH599r/ziby+Q8eu/LHroYdL+u/2y6A+2yhHHv6pi3zQkgUkI8DQJkAAJkEALEcB715AwgHAb2fu0+3NT5Yb3gs0Cff2GRwQP7e17NHiJLrJv5drU81ymYKtnh9X6xtOeb/zQ/5Sz/2SnvKH7s3LG+z4qbZ0XCOre+olvytsuHJKTFwVPllbrm/YkQAIkQAIkQAJzhwBEG5YsYaalklFDtP2tiba/2vVA6gW7lbQPbGrzWZVgQ+YNpTZdV+flsKNPkJPedI68etlHJfeeNS7rdtSJrxb3qKDwhwRIgARIgARIgARahwD0FoofUVWCzTfitj4EsAYKa6H8Wqv69EKvJEACJBAnwCMSIIHGJ1BWsHll57eNPxxGSAIkQAIkQAIkQAKtRQA6LCXYUIlh+i32k6XcuaQtj0lg+gTogQRIgARIgATmDoEsnZUSbOVwZDkoZ89zJEACJEACJEACJNAwBJoskKjuqliwRRs12XgZLgmQAAmQAAmQAAk0JQGvvyoWbE05SgZNAiRAAs1FgNGSAAmQQCYBCrZMLKwkARIgARIgARIggcYhQMHWONeiOSJhlCRAAiRAAiRAAjNOYFLB5udOfWTJY1/PLQmQAAmQAAmQAAlUSoB25Qkk9dakgq28O54lARIgARIgARIgARKoN4GSgi2p7OodCP2TAAmQQGMRYDQkQAIk0DgEMgUbxVrjXCBGQgIkQAIkQAIkQAKZgo1YmoMAoyQBEiABEiABEpgbBCjY5sZ15ihJgARIgARIoBQB1jcBAQq2JrhIDJEESIAESIAESGBuE4gJtnJr18qdm9sIOXoSIIG6E2AHJEACJDBHCXj9FRNsc5QFh00CJEACJEACJEACDU2gIsHm1V10JN9e/wZhKTAgC94PvAd4D/Ae4D3Ae4D3QE3ugajewj50WEWCDcYsJEACJEACJEAC9SZA/ySQTYCCLZsLa0mABEiABEiABEigYQhQsDXMpWAgJNAcBBglCZAACZDAzBOgYJt55uyRBEiABEiABEiABKoi0IKCrarx05gESIAESIAESIAEGp4ABVvDXyIGSAIkQAIkMCsE2CkJNBABCrYGuhgMhQRIgARIgARIgASyCFCwZVFhHQk0BwFGSQIkQAIkMEcIULDNkQvNYZIACZAACZAACTQvgSkJNrxxt6Ih04gESIAESIAESIAESKAqAlk6a0qCrapeaUwCJEACJEAC0yTA5iQw1wlQsM31O4DjJwESIAESIAESaHgCFGwNf4kYYHMQYJQkQAIkQAIkUD8CFGz1Y0vPJEACJEACJEACJFAdgRLWFGwlwLCaBEiABEiABEiABBqFAAVbo1wJxkECJEACzUGAUZIACcwCAQq2WYDOLkmABEiABEiABEigGgJNI9hum/iVfP/WB2T36H0sZFD+HiAf8uE9wHuA9wDvgRrcA9Ad0B/VCKt62Ta0YPunkbtk5aXXyXEf+pp0fPwb8t5P/4v85sZrWciA9wDvAd4DvAd4D/AeqPs9AN0B/QEdAj0CXVIvQTaZ34YUbFC0Sz/1z9L9hV1y4Pmn5a9WvVG+/+l3yE8veYfc/Jl3spAB7wHeA7wHeA/wHuA9UPd7ALoD+gM6BHoEugT6BDplMoFV6/MNJ9i+vPMXLpN28lEHnEj73IcWy+++90x5x1lnyllveYu8hYUMeA/wHuA9EN4D/P9EfifwHqjnPQDdAf0BHQI9AvEGfYLMG/RKrUVZOX8NJdgw+I9vvUEu+Z3XyyUrO+SsMxfKmzraZd68eXLEEUeIqpYbC8+RAAmQAAmQAAmQQM0IqKrTH9Ah0CPQJdAn0CnQK9AtNetsEkeHTHJ+xk4jvYjBA0L3b7TJWYt/TY477rgZ658d1YcAvZIACZAACZBAqxCALoE+gU6BXoFugX6ZifE1jGD71LYfyW+fdbL89ttOkzPfuJDZtJm4+uyDBEiABEiABJqDQMNEqapOp0CvQLdAv8xEcA0h2PDUxQ/HHpT/77deJ+2va6NYm4krzz5IgARIgARIgASmREBVnV6BboF+gY6ZkqMqGjWEYPv77+Zddm3eCcdyGrSKi0dTEiCBBiLAUEiABOYUAUyPQrcgywYdU+/BN4Rgu+7me+UDb50vp88/ud7jpX8SIAESIAESIAESqAkB6BboF+iYmjgs42TWBRveIPzM8/ul47Rj5dhjjy0TKk9NkwCbkwAJkAAJkAAJ1JAAdAv0C3QM9EwNXadczbpge+iJ511Qxx4hcvjhh7t9fpAACZAACZAACTQqAcblCUC3QL/g2OsZ7NejHFIPp9X4PPDyy878EFU+bOBI8IMESIAESIAESKAZCKiqQL+I/Xg9Y7t1+Z11wVaXUdEpCZDAnCbAwZMACZBAq1ZDCx4AABAASURBVBGgYGu1K8rxkAAJkAAJkAAJtBwBCrZZuaTslARIgARIgARIgAQqJ0DBVjkrWpIACZAACZBAYxFgNHOGAAXbnLnUHCgJkAAJkAAJkECzEqBga9Yrx7hJoDkIMEoSIAESIIEaEKBgqwFEuiABEiABEiABEiCBehKgYKsnXfomARIgARIgARIggRoQoGCrAUS6IAESIAESIAESIIF6EqBgqydd+iYBEiABEiABEiCBGhCgYKsBRLoggeYgwChJgARIgASalQAFW8aVe+ihh+Qd73iHfOlLX8o4yyoSIAESIAESIAESmFkCDSXYajF0L7ZyuZz4snDhQvn5z39eC/f0MQkBcAbvXbt2TWLJ0yRAAiRAAiRAApUSaCnBBpHw1re+VT772c/KxMREoXzoQx+qlEdd7byYRJx17WiGnK9fv15QZqg7dkMCJEAClRKg3RwlcNttt0m1pVlQtYxge+aZZ2Tr1q3S3d0ty5cvj/HftGmTvPnNb47V8aA+BMB57969qWtQn97olQRIgARIgASKBObNmyd/93d/J3/5l385aYEd7IutG3uvpQTb+Pi4vOENb2hs4oyOBECAhQRIgARIoOYETjnlFPnEJz4h2JZzjvOV2JXzMdPnWkawAf6SJUvk61//umDqcTKQmMrza9ywrWSa0q/Pgj0KsnnI7EX7Qt94YAHnfcHDC+gP07WYql2zZo1bX4e6aNvofpafqL0/j7jh3/eF9WOIM+oraz/aBm1LtUvaYWyDg4MufmxR0B71iAl9wxfiivaLY9j5AhvYRm0wPhTU47y3RQxRO+6TAAmQAAmQQCkC0APlxNhk50v5ne36UoJttuOaUv8XX3yxawdhVOpLHgILQgvC6fbbb3fr3K655hqBiIKocA4yPnBuxYoVcuWVV7o2aAuzj3zkIwKf2IfQeNe73iUQjvCPsnPnTjnhhBNk8+bN8rOf/cwJHfSHc6hDu6zyzW9+M7YWD36+/e1vp55cRdxoD38o5557rnz0ox8tK1ohrBA/CtqgZLWDeLr88ssFfcMGBeze+973OgbYR0H9j3/845L/ooGfdevWxfxcdNFFAp7givh9gQDs7++XW265xfUBVp/73OckaeftuSUBEiABEiCBJIFSoqxUfbJ9Ix4f0ohBTTUmXAgIB4gIfMkjQ5MUbj/84Q/l5ptvlr6+Pjn22GNdV1jzhjZYA+fFlzsRfqAO52ADW1SjLXzAF3zCBkIDwicqxLCmq6enB02qKh//+Mdj68DgB74hsqKOEBNsfd35558vjz32mBM8vi65BSfEiDH4c2h38OBBeeCBB1wVBBIE4o4dO2Lr/zZs2FBSmLmGiQ+IWPBJ+kHMiB1cwc43wzX78pe/XLg2XgBfe+213oRbEiCBpiLAYElgdgjguy6aaUsez05UU++1pQSbxwAxgqwPBAGEGzI8/hy++CF8IIB8HbZY+4Y1cFHxgHqUO+64Q+6++26BqMGxL6eeeqqceOKJAhEFG4i38847z5+e9haxYAwQMSjIPmFcqPfOk/1FY/I2pbYQZfCLgmzXfffdJw8++KAzB6ezzjpLXv/617vjqX58//vfl9e85jWZfhA7mIGd94/sJP6j8scQlYgvOW5/nlsSIAESIAESKEUA3ydetPltKdtGr29JweahQ7hhSg1CB+IEQgdf/DiGCIgWCDvfLrmFiIGYgaiJtsHUK/zBHjbYzp8/H5tpF4hMiMjf/M3fdFOD6AfibdqOzQGyXlgjhilkTNPCN6Y9jz76aDsrbooXdRgrBJOrnOIHxOwUm85YM3ZEAiRAAiTQugQg2v78z/+8qtmhRqTR0oINwKNTahAfECEQPhAkyYLpVFxYtIsWiLDTTz89tgYr2hbTe7Cp1ePBEJeYjoSIgu9oLNPdh2j1U7elxus5TbcvtIfoxJaFBEiABEiABGaLwBFHHDETXde1j5YXbJ6eFw7YjoyMlF2U79v4LaYZVVUwvefrkttKbJJtqjnGgwKIu5o21dhibM8991yhyVQ4FRpHduAnOe3pT9dq2tX745YESIAESIAEWpVAywg2CBpkzrCNXqxPf/rTgrVpH/zgB121337sYx9zU3+u0j6Q1UKx3dQvsm54GhTTplEbZKu+8IUvOD+wwV9YgE30QQdMPw4MDDifyFy1tbUJhIqrKPGBbB1OQURhiwLfyOphfzoFMSDLCPHnWSFGPA0a9YunTxEr1pl5O5y/7LLLCmIXYizqB+eTBQ9pYM3gypUrY38eDIyQRcSDG4gp2a7UMfgjfmxhAz+Y3sUYso5Rx0ICJBAS4IYESKBpCbSMYMMVgDDDujJ8ofsCkfOd73ynMHcNYYVj2ENweDs8rYjpU9RnFUxNYj0chIxvg/Zve9vbCk80QpxgGhPix9tAqLzlLW9xLiFM1q5dK34NHdapuROJDzwQgdeHQPx5PxBOEKQJ0ykdwi/EmGeFKVKISr+GDU4RK+LEQwDeDrGAJxjCxotfnPfvYUN9smAtoX+NB3yg4H15eHoUY03a85gESIAESIAESCBOoGUEG0QE1mRBUEQLRAfER3TYOEZ9KTvvCyIt2g6CLNoG+6iL2kCA4E8z4RwK9lHnbWCPehQIGV+f3EbtYItj2CNuxO9jRH20ra9Pxh61QXv4gV8U7EOYIdakP/QJG19w7H35vnAO7HGMsWb5QTyw88Xbe1/Ybt682b2vDvvRgj4RI+JGfPCBLWzgF/2h36xj1LGQAAmQAAmQQLMTaBnB1uwXgvGTAAmQAAmQAAnUikDr+aFga71ryhGRAAmQAAmQAAm0GAEKtha7oBwOCZBAcxBglCRAAiRQDQEKtmpo0ZYESIAESIAESIAEZoEABdssQG+OLhklCZAACZAACZBAoxCgYGuUK8E4SIAESIAESKAVCXBMNSFAwVYTjHRCAiRAAiRAAiRAAvUjQMFWP7b0TAIk0BwEGCUJkAAJNDwBCraGv0QMkARIgARIgARIYK4ToGBrhjuAMZIACZAACZAACcxpArMu2A49JAjh5YMH5aCVOX01OHgSIAESIAESqCMBuq4tAegW6Bd4PfSQQM9gvx6lvt4riPiUVxzlrJ55UeSll15y+/wgARIgARIgARIggUYnAN0C/YI4vZ7Bfj3KrAu2N+ZeKccedZiM3f+MPPPMM/UYI32SAAk0DQEGSgIkQALNQwC6BfoFOgZ6pp6Rz7pgw+Def9YZ8q2fPSj3PfgIDllIgARIgARIgARIoOEJQLdAv0DH1DvYhhBsH35fu/zLzY/I408+I08//XS9xzwt/2xMAiRAAiRAAiRAAtAr0C3QL9Ax9SbSEILtd5e8Vt7VMV/+57/eKfk7x/nwQb2vOv2TAAmQAAnMNgH238QE8LAB9Ap0C/QLdEy9h9MQgg2DvHT1O12W7V9+er/cetteijZAYSEBEiABEiABEmgoAhBr0CnQK8iuQb/MRIANI9jec+ap8qW1S+WS/3OHDP7HuNy855ecHp2JO4B9kEApAqwnARIgARKIEcA0KPQJdAr0CnQL9EvMqE4HDSPYML6PrXhTQbRdsmNMbr51r/xiLC+PP/64vPjii8y6ARILCZAACZAACZDAjBBANg36AzoEegS6BPrEizXolhkJxDppKMFm8QgG/73P/bY88vyh8p7P/Vg+/Y975J++d6v8+OZb5eZbbpFbioX7ZMF7gPcA7wHeA7wHeA/U7R6A7oD+gA6BHoEugT6BToFegW6ZqdIwgu1P/uRPZMOGDfKnf/qncu3XL5d3H/yhbHjjHdLx3I8k/8N/kW/903b5x+3b5R/+4R9YyID3AO8B3gO8B2p4D/B7hd+t2fcAdAf0B3QI9Ah0CfQJdMqfml5BgXaZCdHWMIINg/3CF74gLGTAe4D3AO8B3gO8B3gPNMs9oKqQMHUvDSXYVGdm0HWnyg5IoMYE6I4ESIAESGBuE2gYwYaFfShz+3Jw9CRAAiRAAiRAAiSQJlAjwZZ2XG0NxVq1xGhPAiRAAiRAAiQw2wRmSr80jGCbbeDsnwRIgARIoAEIMAQSIIFMAg0j2GZKoWZSYCUJkAAJkAAJkAAJNDCBhhFsYETRBgosDU6A4ZEACZAACZDAjBNoGMFGsTbj154dkgAJkAAJkAAJzBqB6jpuGMFWXdi0JgESIAESIAESIIG5Q4CCbe5ca46UBEiABKoiQGMSIIHGIdAwgq3RpkQf/NZn5MILr5IbG+daMRISIAESIAESIIE5SqChBFttRNuNctWFF5rYipbPyLX3z9ErPIvDrr/oncXBsWsSIAESIAESmEECDSPYMGbVaf5pqpuuMqG2TeQjV8gVVxTL6kXw3iglEJRX3dQo8dQgjvuvlc9c+BmK4hqgpAsSIAESIIFZINAEXTaUYJtehu1BufZfbxVZtFoueHuc/Nl/9Bdy3mnxOh7Vn8D8D/yFCecL5Oz6d8UeSIAESIAESKClCTSUYJse6Xvk3odFTjrt1dNzw9YkQAIk0HgEGBEJkECDEphesqnyQbWQYDtbzrapz0d3DVX0oECwvupCm0INyme+9WBF1G78m8D+wnCdXPbUZjDt6W2whf+g7TaxPKDc+vXQz9+Ue6zBsob/I7QL+7vwf1wrsUgj05GBf29f2QMTSQ4XlpradNPN3je2mAIN4/v8dfKo/e+6z6P+QsFYATPwnY4jqA9swSbr4Q43FrBx4yvaet/wz0ICJEACJEACs01AdZrLuSocQAsJNpGz/2i1nGlyaJuJm3Jf7BADn901X1b7dW5/9n6RXZ8tCI1sdoE42fbg++Vi3+4j1psJr5hocwLDRJlNzRbW0Zn/+eb07D+6wqYIEaPImX6d3R+VmTC8aUhuOutia4N2KNb24evksxAy5q/4+6hALN34dtigXCzvf9Wtsi0p7ooNwr0bZejmtxfHY+NavQi+4iLLCayv31qM2ewuXo4RzZfz/tz6s/GdJCfJ+//M9u3cX3wA58IuYpuAYYy92a9eZLFmCcXRbXLhV0UuMBvH0ng/atcpxjvmnwckQAIkQAIkMLMEmGGbEu+z3Zc7HjLAFzuyNynhZoLq26MQTJG1VaedJxcsP0nKZudMPF33sImSj54nBTny9gsEfd36rz7rZYLkq5ZtgliLCjH4LylipPSP+Y+Ln7Oly+KUBx+IZ9nMw0nLL46s3TMh9Vtnijx8k/yk7NOxZ8sFf35ecTxiovcD7zfp9aA84NsZr6t2PerEWnRt4PwPXFD9ukDH8EwTyhH26POPIDBNKH7rRjuK/pptNL63d5kQFbn1pqRdtA33SYAESIAEmpkAY88m0FIZNj/EIJN1hRNTTrhFMlIP3niTPPqq90tX4sGE+adDhkWEincWbm+8ySYyF52bEimvPu0kE0b3yj2wu/8nctPDJgbffjaOalaQEYT4RPmsiSd5OOyv0MNJ8vazEX+hQuT0M8QkqNx7X6Su1G50ujOc3vTtHC/LW56d4FXKVbn6gOFi3iMGAAAQAElEQVTZGQ8hzJdfP8s4jt4Yn85elLSdL6dimBmCtVy/PEcCJEACJEACzU6gJQWbvyhOuNk0mtjUmp9Gu+f+R01gXSeftWlTCKBCsSk/3y69NSGHhWPmp2AftncCyje471551GTSGaf7iult3VSk9bNNVhemRS9Ghm16boutLXv2GfN/4dfFsl7BdOYVbnqzaOJ4veoMmf6jHCHDomvukUCTEmDYJEACJDDzBFpasDmciWk0lxGzDFthHZpfH+W2f5HKoDkfNmnoMjuY6nR2obgp7F8QZI1cVitoMe1PE1N+KvKK6PTqtB17B5Hp2yvC+P2pyNbxihxPfTfMjk3dAVuSAAmQAAmQwJwl0PqCLby0/nUf8zH1OenarrBRZOOES3LKLnLe7Z52qkm7R+WmG5GOczU1/nhQfnKzZQgn8Tqd08EUaNHDVHkVPRT3SjMMx5WaAi225R4JkAAJkAAJzGUCLSTY8CqN+NONuLA3/s1n5bqHz5Rz/aJ/l3F7VK77fMIWGa0yr/aY/4Fz5Uw8gZp88vKmq8RPt4rl2S6wKdhHdyWeOI35frWc8aoKFs478Re3e/BbV9lYMKpalDDjFRWhiBNr5KLu336BBE+Ofkaif94LsRSOXayTC1U8qOCeXk38jVZ/jVZXnUm0LCFee1K4Jslj3BMXyoWRNYzRoXGfBEiABEigLAGebCACLSTYQBWvh7AvaKzLCkvwGo7olN989yqK4FUSEdvP3ytne1EHV6lytlxwxcXyfkmsf/vXM+IPMJjAwTowvCaksN7t8zfJGYWHAqx/PMHp18OVFBPWH9aTeTsbz1VygdRyDdvZ7unMCLOvilyAPiX+g7WAFy8XE7lFXp+9+Qz59cJfjwieXoVQxZhTT+YW3NnY//wKE4CRPm1c6WtUaMAdEiABEiABEiABI9BCgu1sE1RXFBbnu/d2YY1Z9LUQUvyBCCnYwC6xjiv7zyoFgiPWLsv/aefJXzifPp6/iK+Ng6jz58tllRJ+8IqPVFzOJuEfw3T1V0j0VRyojpfEeDCWEu2Cfv14bAvbiLPoecSJU0FdVCyj1vKQ7n105sMzSPiClbs+GWxcfcE+jL/k8dnBPZHhR/jTGgQ4ChIgARKYIwRaSLDNkSvGYZIACZAACZAACcw5AhRs9b3k9E4CJEACJEACJEAC0yZAwTZthHRAAiRAAiRAAvUmQP9znQAF21y/Azh+EiABEiABEiCBhidAwdbwl4gBkkBzEGCUJEACJEAC9SNAwVY/tvRMAiRAAiRAAiRAAjUhMIcEW0140QkJkAAJkAAJkAAJzDgBCrYZR84OSYAESIAEmpoAgyeBWSBAwTYL0NklCZAACZAACZAACVRDoKEE26s/NiqnX7CHhQx4D0zvHiA/8uM9wHuA98AM3QPViK7p2DaUYJvOQNiWBEiABEiABEiABFqVwOwItlalyXGRAAmQAAmQAAmQQB0IULDVASpdkgAJkAAJzAwB9kICc4UABdtcudIcJwmQAAmQAAmQQNMSoGBr2kvHwJuDAKMkARIgARIggekToGCbPkN6IAESIAESIAESIIG6Ejikrt7pnARIgARIgARIgARIYNoEmGGbNkI6IAESIAESEBFCIAESqCOBlGA7ePCgVFLqGBNdkwAJkAAJkAAJkAAJRAikBFvkHHdJoLUIcDQkQAIkQAIk0KQEYoLtK1/5inz6m7c16VAs7NVvkPuuOlO+cY7tN8vvOa+VsasWy3dXz1LAjtli4xYvYxedPEsBzV63F1x0pnF4g3xx9kJgzyRAAiRAAk1AYDZCjAm22Qigcfo8Q747m8JpVkEckB98c0/x785982mRN54m911yxqxGVb/O5/K1rh9VeiYBEiABEqgfAQq2+rGtzPP1d0nHBXvkfdsqM58RK4vpr247IHLqMXMq23TV5beaaL1dPjkjkNkJCdSTAH2TAAm0GgEKtla7ojUaz1U/f06elMPk1c00vVyjsdMNCZAACZAACTQagZYXbF+8ZHEwtReuFbvPpj1Romu0nM1V86Tdrk77u8weNrHpwGAKDe2CklznFJzHOrTAl/m4ZKF84y+xzZhWdOvGwrV2YVxoa90Xf8P6oD/z85evlQv82Wh7XycnB/1F7XDO2SbjxYkqi4sHMYf9GKMow2D9l8Vp9Yg5eg49OS5g6vwsFti4kowXxi7moi/Yxflk8facg3NoUyjoF36tuDhKXOtgDBmsUvGAgzmL/Lq2biyJ/iN9R8y5SwIkQAIkQAJVEWh5weZonDpP7jtX5K9s6vF0lB++ICe88bTCQv9PXoL1W49L3ozzP8S+lUvutSP7dQJjnsy/7X6bLrN6a7/9gSNl1VXpL/b5Z50pZ98Z2Jx+yV4Zvid7WvGLrztS5NnnZPh685/1C4HwwePkQR/LBffLD+Q46XOCwBpse9ZiPVTe/OaT7cD/HiXzj7H9Y46WzkhWzPX1wLNVT/Nd8Oaj5QTZL/ckYnzzuaeIfDsYY8flj1iHIl80Udz3xv2y3dg4vuEauKRokxNOkLHodbjAmB8TGZfzZoLwLCn6Mp/9Nj3b/q60SIrzDq7XBRedIFLgZnFaLE/a9fexfLLctXb9xz8wtvvedVhsjV//bSLv/mDGgyIYy1XHyI0Ws+cQ7TvumUckQAIkQAI1IDBnXBwyN0b6gmz/73fJVX6w2x6THzwr0v46n5XxJ9LbL77nODnh2aflr0JxAotPXmJCQ46UcxNPUp7w5JOxtWjBtOKRcvZqtPLlDDn7VJH8zZF4/Cm3hWAxQffA4xFfj8jvfftpedIEwSrn61658QGRE159vBSzbsdI+7MvSP7ZQ2V+zjmyj7CvOwMxYxWV/Zpg7HvjoZL/YXI916Ei9zwkvxcVcSZozz3VxhO1DdfAnfDGE+Nr4I7ZL9+OXge5V94HQXXMcRKMC+HZWP97vN+rLn/SCdTiuGBn40/wRi3WocXWA1os3warVxyF09UVN7YDJtZujY0ZfWw3n+1nRbKezjNsI7H7vqPXydnxgwRIgARIgASqIzA3BFsqw/SI3POkgTrh8KLgscP0byh4UuLqeXnQBN8JCRHw5BPPx12EX9ixL/bVx9jU6wtyY6mHDM45Xt58zAH5wfcTIuv6l+RB8z7/pCCr9sk7XxA55nDzZZX2i0zak/c8JjfauApC9JzDZb4ckAcnzKDs76EuY1SYQgwzSjHhE7Z/8NEgqxYeisvEmaDdnhjPVY/uN5PD4mvgUtfBTBLjsprg18TSWDi9el84henHHhiIpHj7E2KiF9PRYftVp9qJSa+12SR+g7FlZ0ID/vFsZlbWNP/Egdh1SnTBw7lAgGMkARIggRoQmBuCbaqgnOCxTJxf1xYKgPuuOk3efUzaaVLMwCL+xW5C4qwjRbKEC4xRcofbVGRCQLl+5xXEGczETYseGWbvICwPyM9//oi4/sKnO8sJDuej8GECMfpajwtujWWUCmYZ4q/9FYeaILFpTRfjYimKPhtnsWEVe+EasA8eLT8vxPS4ZdjSLrJ4uylMuz5vvic6hZ1uW0mNG1slhrQhARIgARIggToTOKTO/pvbfZj9Kaxr82uT/Navcys3SiesDg3Wm5XKnkXbT7wkT5owir0XzfdnW79uTOR5l+Vz2TRk7fyaONffYZbZOlk6X32oPHnPU1KYCo72U9yf1p7LIFmGrd9ic+u2YttSwi/dpRdfX7xknk3tPi39JUVjum2hZvUbZNWpgfgsciqcrXrHja3qVmxAAiRAAiRAArUnQMFWlmlEFJW1K3fyXtl+2wG33uyLWMjvhVWpJk4khgKvlI2rf0TcQw021feN1x0ZEWaIGe2Pl/k2tYqsmzOv04eb+kw86FCyqzDzFzsPsWkCtey0rbOJtari4Ay3ZrCKBgXTcmPDFHTWFGihMXdIgARIYM4R4IDrSYCCrUAXQsemP2MPIjwiv3fzCyKRpwy9+RcveYN80R9Msr0K7zTDwnos5E+th0s2DgVe5CnWwMKmUy+JL3IP/B4tbz4hmA4N7AIhd8Krj5b5k4nDoMH0Pt0DHIfKuz+Y4HHOa+W7iYcyRI6UVZdEHvQwm7F32dTpA0+Kf5DBZbViAvAM+S5sKonSZSchVk8uWLuMXeHI72Rda38ust12u2x/AGOLP6GKV3i4TN63Sz04EvHBXRIgARIgARKoAYFDauCjRVwUxZlbh+WFhX1pn/7N8E81RdZpnfvEY5W/KuP6p+TnzwLTC6UfNsDpsOApxNN/+IIU3gnn+j1N5t+ZEAjO76FygsQXxgdCzuqffKmu06FBuMbtv+8xYWNizMUZrmP74OFyY+TJWmf7wOPS/8QJxXVuHzxOBK9LiUwtY+yBSAr9uNdkPJ65hs35jH5cf5d0GDe8ssVdQ4sHr1nBE51RMxGLORTizs5f67iRO/rkJXvEv8bD2ZrPPvcKk8qne50jfjQEAQZBAiRAAs1KoLUEG8TVBfEvUnzhnh4RBP5CufrYKybsjGu/J3jfWrQNhEBsbdYeia+RulfeZ+eznqo0r/b7iPyeiZrTL4i88sFq3W/o+32JpywlGov5xvqwlA2EB/wmxxH6zBq36zP64fqJM4ueLuw7n6XtHM8wTsSaOVZzBkEWnA84xzmagf3GfYFZwLdoGxyneVhjN57AN/qBjfOXZBS1C691EBv6Mz+R36C+6DNrbM4m2Yf5cPVZ193O8ZcESIAESIAEKiXQWoKt0lE3rB0DIwESIAESIAESIIE0AQq2NBPWkAAJkAAJkEBzE2D0LUeAgq3lLikHRAIkQAIkQAIk0GoEUoLt8KOPbrUxcjwNQMCtIwvXijVAOAxh9gkwAhIgARIggSoIpATbvFccX0VzmpIACZAACZAACZAACdSbQEqwvWb+vHr32Rz+GSUJkAAJkAAJkAAJNAiBhGB7tbxuQYNExjBIgARIgARIoAUIcAgkUAsCccG2YKG86YhauKUPEiABEiABEiABEiCBWhGICbbfeOdCOaxWnumHBEigSQgwTBIgARIggUYnEBNsi0+Y3XDv+fKi4p8tusr/aSJu/Z9E4pb3Au8B3gO8B3gP8B5orHtgppRTTLDNVKfV9kN7EiABEiABEiABEpjLBCjY5vLV59hJgARIYG4R4GhJoGkJULA17aVj4CRAAiRAAiRAAnOFAAXbXLnSHGdzEGCUJEACJEACJJBBgIItAwqrSIAESIAESIAESKCRCFQr2BopdsZCAiRAAiRAAiRAAnOCAAXbnLjMHCQJkAAJNBoBxkMCJFANAQq2amjRlgRIgARIgARIgARmgQAF2yxAZ5fNQYBRkgAJkAAJkECjEKBga5QrwThIgARIgARIgARakUBNxtS6gm1Xr+RyuVTp3WXcwnNu3w6zfsevXGZtl8nWfVlnM+r2bZVl1l9pn8PSa+fTMfXKcIa71q4al63npK9NLlcF7yoBDa+3/s7ZKuNVtqM5CZAACZAACTQCgRYUbKEwG5oy2gAAEABJREFUWiMyMDEhE5EysrE9YL58pXTZ3tC1paTSuOwczIt0rJIVC8ywgt/xndsl39EnG5aXN27fOBKLaaB7SHrqKFTKRzPLZ7sHYixGNor0L81JadE7y/GyexJoVQIcFwmQQMMTaDHBhsxNjww5IbBFOhP429btli1OUHXKym47ObgjO7u1b6dsHxNp714hbWY2+W8g8Cq3L3rs3Dxg4jEv23cy99O2bpv0dYiUFtJFbtXudW428X792gqvZ7XeaU8CJEACJEAC9SXQUoJt/MrV0j/WJQObk1JNUj+d57kcm+zAFGnirMuWSbusWlGZXJNdl7l++9ZVaB/rb6EsNpESq5qzB23Svihz8KwkARIgARIggTlNoIUEW5jl2rghlVnLvMLLN5TI5gR+pLtP1lY4HTp87ZBI98rK+k0Fs1f2WDZv0cK42AvW0OXEr3lbdmUyAzecWhNXmEp0a/SWpdffZayzc2u71tvUsGvj+/NtE33ALhW/iPMRWZ9XiCPDtnzVuORHLbPZsTBuFsbtWeSia9Fc3D7eaDNkW208Ycwuxmi70NTVZ8Ue9pkcS2CfWHfobLNiCDvhhgRIgARIoEEING8YrSPYwmnMpPApfWnaZEV3u0hyWjT003Xe5Fk659u+rPsH26XvogrtXSP/AVFhU7iJtW8QBUs2LSquwbuhT2TTEimKNgipHhmNroe7BhlD77fK7WCP5K5dGa4nGzEhm5f+85fJsly/LL7BphKxDtBiaDe7YgzoA/HnpGe0T0Zgg2JxDK2Z2jq04fVL0plKCLKl/bLomjCOCYtP+mWJF19uPWI+PaU86XWcJPYFK2SVZT7j07OBoBQZimVmXUa2ivWOIMdCAiRAAiRAAtUQaB3BVs2oQ9u2Fats4jPjy1e6ZKVb6xYaltlU+2WdN+FVyBTlVotcbUIkurbKCUCRrmu2SKfvd8Fa2baxXfKbLhPLhYnsy8uoRR6bsl2+JVyf5xtVs+2KTCO3ydpPmfgby4ts3FbMMloMfd0i+cGdUsj1ualgE6tXR9aGWRwDZjd0aQVPZJoALLLIyY7zjMVEZNzW09ZLkb0ciIzN4ru6T9rH+uUyN50drEeMxSUiwXXpK/0QyKSxZwh6JwK7pMvGN7rXUwgyslNZv2hh8pcEUgRYQQIkQAJZBOa0YJNUFiX48q18ejOwr+bLuviUaPCwQf/5cWFTSmi0LcTirlHJ4zUjC9plkVgWbGlvIOCyrmw1dcnp3PbFJgdFJstWBlPB6anjhR2WuRzbI3sni8E9HAKRNmJZPctbrUmMxwkkE4TJ7KUbv4gXTZ0XRQUcOh13T/mWuy6VxB4I+tGAubl118ZYbbDxFQXi3swpbTPnLwmQAAmQAAnUjEDrCLbEl3hlhBJZFCcQLLtV6XSoy9J0ydQeNuiULZhmtEzR6sj6tL3IbFndksi6KpeFWmOZpsKgrC2mBjvwSpCcW+eWXGtVMK35jncYTg8msmSIdcmmvDeqcGtZs+shYG084Zoz1zC/x2QphGkwRvgOik0jO4PwIym83XUp99BIhbE7v366ddyJQEyVOyE3tl12Qjzv2mETpJVnZMOIuSEBEiABEiCBqgi0jmCT7KmxyWi4L1/7ysXToi6DUsV0aJClmerDBhaZn2b0U51W5bJTHZE1YVgXVii7i1OUApGD7NSE4P1yWDdWWF8WZsjMXR1/24InOgtZsiCW4nvvttgVqab7Ttlg074y2F98WMKNwzJsfh1dgUPQ1+7CU7lx4R1cl3TmrxhNpbEHdi6b5sR8KMxCIbfHdGnQ1zTugWJQ3CMBEiCBuUWAo62KQAsJNhE/NRbNWE1Kw3352nTctVtdBqXi6VC31szERHK6btIO4wbBe9iKmSU39emzN3HTkkd4vxzWjeXHopOQeYGgiDYKBGm0Znr7TlwmH9qYhsvgPWyWUfPTxC5r6jNc5R23reszqT0kO3YNy47BybOklcbuXv9i07s78WJkmw4N1hUGQm7I7hk81YqsW/noeJYESIAESIAEpkegpQSbWMZq9zVd4hb2R6fWQkZ4+jI9deizM/3SP1a5AHPipyZPBiYyS+51IyZakuvTTCD2+qnT6L4bWyBS2v3rMLwIja4Jszarq56qdM5LfniR1OOf2PSWu3qn+NcKLGvoHngoPlCArBuuZ/y6jcvW9VvFL/sPug0yrENrbLrUMpST/cWJimN3T6GOyvbBvESFmRNyo9tl+1iYdQuC4GdrEeBoSIAESKBhCLSWYAPW5VtkAuu7Rnvc2q5gzVOwBqpnMPvLNZgWtcYVC7BgPVO5Re3mreLfQDyYSHOZJRMt109I8CergrjdGJbukZXriu9qG409bRq84iM6RbjWrwnza+HOF9mGNXMVR1WJYbiWTvoltubu0sWln86czK0TrJbxDMUmsocTJsIx5es4uPEskT3nRZ5MDX06EWX7lV2XSmOHEMxLPinMIOTGrL5jsSy0PvlLAiRAAiRAAvUk0HqCzdEKRE9xPVWw5mki9soIZxh8IDOH9VHR12sEZ7I/3aL2ah82gECYkKKoiroOzk1E+nd/SgkxFUpkTZiPt3Auy2/o09vAd9gu+PNcQf+un+Rfhsiwg7WzhR8cFEoG65RNwTjcCdsk+3Vnw3PRa+VEuL+GwTY6BtcMH6FdFuPpxO7aRuNBXxLynXSszpgfJEACJEACJDAtAjHBdvDgQam0TKvXpm5s03Hu3WBcaN7Ul5HBkwAJkAAJFAhwp/EJxARb44fbCBGGGaDM7FAjxMcYSIAESIAESIAEWo0ABVurXVGOhwRakgAHRQIkQAJzmwAF29y+/hw9CZAACZAACZBAExCgYKvRRaIbEiABEiABEiABEqgXAQq2epGlXxIgARIgARKongBbkEAmAQq2TCysJAESIAESIAESIIHGIUDB1jjXgpGQQHMQYJQkQAIkQAIzToCCbcaRs0MSIAESIAESIAESqI5AKwq26gjQmgRIgARIgARIgAQanAAFW4NfIIZHAiRAAiQwWwTYLwk0DgEKtsa5FoyEBEiABEiABEiABDIJULBlYmElCTQHAUZJAiRAAiQwNwhQsM2N68xRkgAJkAAJkAAJNDGBOgu2JibD0EmABEiABEiABEigQQhQsDXIhWAYJEACJEACZQjwFAnMcQIUbHP8BuDwSYAESIAESIAEGp8ABVvjXyNG2BwEGCUJkAAJkAAJ1I0ABVvd0NIxCZAACZAACZAACVRLINuegi2bC2tJgARIgARIgARIoGEItK5g29UruVwuVXp3NQz78oG4+JfJ1n3lzZrr7LhsPSd9TXK5Vhtnc10VRksC1RKgPQmQwMwTaEHBNiy9EGprRAYmJmQiUkY2ts884dnucd9WWZYpiAJOMyVgx69cZuJ5iWzvHoldE1yfge687MnPNqjp9e/Gd85WGZ+eG7YmARIgARIggUwCLSbYkMHpkaHuARMFW6QzMeS2dbtly/JEJQ/rT8CyhUs2ifTdMCG717Wl+uvcPFHj65LqghUkQAIkQAIk0NQEWkqwjV+5WvrHumRgc1KqCX9mjYBl8tYMSfvGbbJ2wawFwY5JgARIgARIoHoCDdSihQTbuOwczJsw2JDKrJXj7aayMIVaKL0yXGiAjF1OcuuLNYVTljVKrr0aXm+2BT85SU43uvPw5drCNtpXwXNVO8n4l13pJ+XC2Jf2S97+178U/eUE510cOctEWk9Da4L6+BhNZEXGkcsl4wzOY3yBL/OBcZm/1O+uHTIkXdKXkVlL2cYqgj6K6xATMUSmegsxuJgTdqHP0pwCA3ceU5rOr40nMo3szjnfqEeJrLkL7ZdssjndsX5Z4uwi5+G+cL3RFiVx3mxcHyX6t9P8JQESIAESmOMEWkew7dsp28dEFi1MT7llX+NA0CzZtCi21m2ge0h6Cl/WbbKiu11kcEdExAXehq8dEulYJStc1ijw1TPaJyN+zdw1XQIxBFETtAg/R/tl2bUrbcp2wkp62ja0qmgDoRKL/4Y+kU1LnCgTaZO111sfVtcu7W46EuvFMCWJKciJiQGTUSJd15gNYvZZSSdAemR044jFF5wLmKSF0Oily2THeYHNhG+fiDzgtFgWJurLHlYcQ14gRAsxTIxIX4ddPwifSAflOUUMZbusPl9kG3hM7A4zgsNy2eCq4nW1c1hz17805LFgrey2Orc+ssNff99WBH3n1owW+OMajGwUF3fq3sjsPxof90kgRYAVJEACc4RA6wi2ai/YrsuC6dOJLbGMXOdmfOmbELg8yKq1rVhlcmdIdsSeLh2WHYMmdj611mSRdex8mSi6Ojy2Klm+RQa6RYYuTSxEH1skfSXEDZpVXEzU9COGayLxm3jYtrFd8psukyD6ir0VDIcvt4ycCY9tkYxY52aIuyHpL2TvAvP8or4prz1zQsZlo3KCLBoyf4FXEzlVxNBuwrK4LtFE6qe6RMa2y07/dG01nEzwr4peQxdQp2y5PnJdra7zoj67J0Yl7/uwusxf17fdFzcUBRzssJYy+94QSfePFiwkQAIkQAJznUBMsB08eFAqLc0OzmV+ulfGxFowprZ4Vs1EUF9SeIXTfCvDBxgCX31hRibwgs+FHZadG9sje3HgS0eV2SbfLrEd37ld8iasNoQx+NNtCxfZbgViwqzSvwkhWjBYKIs7RPJjsZFIe0cFebOCj/hOkOVDdm7EsmLRc9XE0C6rViQyqu2LTUwVnzqtjtMiaV8QjSWyH53WDKeZJ3uyNejbZ2Ejvmy387yEsLQ6kTL9u/P8IAESIAESmKsEYoKtqSEsaLevO5HRvX4NV7nRjEt+tNz5+Ln4l6tNf15q06EFsRf6GuxxmSJki3xx65riruw7uV0SEiNpUdHx3rG8SGHNVK7Y9xqLrSIPGUb78gIsQ35dWyEDtsSykWn7SqafM0Vr2lWxpsoYig2z96rilCWmLUu2DByir4lx08zZ/UVrXd/Risn2s/qfrA3PkwAJkMAcITDXh9k6gs1yZSstE5Yf3CmTS7Y2aUciqtKrv3yldEletu80z26tnE1zXdQZtg59uVeJIGOULJEpy7BFLTZOCFmGrbBmbiLab3wKruL+QtFbWNcW82n+pzCVmz2lXCaiGscwPU4mzs+3KWJ3bau/jq7vMkPlKRIgARIgARKolEALCTYRt7bIsk6rE2utsmC4L9OMhwnE5B6eNpVCBg2tO2UD1oaZGBx2U5Hxaa7SvtC2PsVNfUbXatWkm2Dqc+jaqa6AywjCTymv6ZXKvNY2hnpwclOdGUNNVpXr202jFx5aSbbkcXMSYNQkQAIkUD8CLSXYxMTB7mssF7ZpSearOLDQvTd8eKBt3TZxTxQmXlkxvB7Tf12pd7m5TJGJwZ5NeenyDxtI8NO2rs8ycOmnE2VXb+rVHkGLGnwu32Dx56XwtKJ3aVN4vVHB6jJWYXbQ27htljAKF+3b9G70IQCYD6/vrVBwwTpegsJ0fR8AABAASURBVAc5jE/h6dvo+b2yZyx6XOMYKuUUDaGwH2ZPo8Le+K62e6BgEu5kijP34Amu0bLYnxjDKzx6Bi1Lm3rAIXTGDQmQAAmQAAkkCLSWYMPg7EtyAq93GE2vKesZ7BL/oIB/7UXwyoriGrDg1RxbxE94wqUrC1bIqg7sRX3gGKVTtqBP8e/hCv1duliSDwXAuvKCL/tccX0a1lJZCUSnCZvrJyQZf27pHlm5LrpKLswObloiWFtXFGLWHk9UmjhDfc6/Rw38bgheD+LqrT9s+zs2SIpJxQOxvizWiWsWmcBMjqdHhmxqN/pUKp6wnahZDEHfk3PKHkxRbIZx47UfFlt70rwgDGFXFGh4uMK/xgMcUYJXsexOPaSSdMljEiABEiABEvAEWk+wuZEFX9J451W8pIUYvlBjNolXODh37sP7TPtwp8Wfnyi8v2wi4cv1Vek6MAin5Bqy8Lj4GgubBt4c6c+dT8eH10j4MeI9bEG89hntIxoXMpXOV9F3rJ1Jty12PhqHeZv8N9qftfcxJTk5R5PF4M5niB5XP5F63YhjH+0z8ToXxyhxvVwcyesKm8w+otc/HpfzXaZv9ONs4BsHLCRAAiTQ2AQY3SwQaFHBNgsk2SUJkAAJkAAJkAAJ1IkABVudwNItCZDALBJg1yRAAiTQYgQo2FrsgnI4JEACJEACJEACrUcgJtieeeYZeeKJJyYtTz75ZOuRmNkRsTcSIAESIAESIAESqJhATLAdf/zxcuKJJ05a5s2bV3EHNCQBEiABEiABEqgXAfqdKwRigm2uDJrjJAESIAESIAESIIFmIkDB1kxXi7GSQBMSYMgkQAIkQALTJ0DBNn2G9EACJEACJEACJEACdSVAwSZ15UvnJEACJEACJEACJDBtAhRs00ZIByRAAiRAAiQgIoRAAnUkQMFWR7h0TQIkQAIkQAIkQAK1IEDBVguK9EECzUGAUZIACZAACTQpAQq2Jr1wDJsESIAESIAESGDuEGgswTZ3uHOkJEACJEACJEACJFAxgSkJNlWtuAMakgAJkAAJkMBME2B/JNDMBFTTOmtKgq2ZITB2EiABEiABEiABEmg2AhRszXbFGG+LEOAwSIAESIAESKByAhRslbOiJQmQAAmQAAmQAAnMCoGSgm1WomGnJEACJEACJEACJEACKQJTFmyPP/641LKkIpulivErl0nunK0yPkv9s9vmJDC8Psf7pjkvHaOuPwH2QAItT6CWegi+soBNWbDNmzdPalmygptq3eyJrnHZeo59cecySoOKwHoIjXr4rPpe2NUrOVyH9cNVN22MBsPSa/Evu5L/dGiM68EoSIAESKA0gVrqIfjK6mnKgi3LGetCAt0DMjExESsDi/plSat9Ae/bKstyy2TrvnDcDbQZvnZI2jvaRQZ3yKSSrYHiZigkQAIkQAIkkEWAgi2LSh3qOjebgLumS/Kblkjvrjp0MEWXLq7r10rbFNtnNauHz6x+StcNy47Bdll1dZ90yZDsaCDepWNOnumULSb6d6+r5ZVJ9sFjEiABEiCBWhKopy8KtnrSTfpevkH6OkSGrmXOJ4mmlsfjV/bLUMcqWbGgU1Z2k3ct2dIXCZAACZDA7BCoSLCppt+4OzvhTrNXv67Jpibd+qay03nBGqLADmvSemX6MqtNVnRnTdNV0Fcq9nQ8bu1eYWzRmAP/yOy59WWwCdd2uePI+jrnwx0HbbLHH67VW9oveftf/1L0lRO/3irp01815xt9F0p6DK4tYnPTrYFfxOB9e1+lt+OyczAv7d0rBLmpzvO6RAb7M6Ztg/GBSTyujCneFPtc2SypG4NjmIwy6LM4luAY4/MF8QStgnNFW9QGdd4W26I9zrOQwGQEeJ4ESKAZCaiqVCTYpAV+3JfomlHpu8GmJm2qCWvMRjaKQGykv/S2y+rcDlkZ2k1MjFhmbEh6cmmBUS2atoWLrMmo5P26LydMemR040hhzdtAd6IvCIZE7AOWOTJHhV+Mb8kmiY0vaTN66TLZcV44/s2dhbbpne2TjL9N1l5vfm7ok3b7n2daevouEHhLNi2SgQLTCQnGmSGQBnskd77INm9bzVTyvp2yfcymQ1dArtnIlq+0adG8bN+ZvXh/aE1OVsu2CPu83RPR62yxXyqxuEc2tsvQmoy4rTv8OpE4tl12+muMSisu82fR9LlpzmHpzfXErvuEjdPMSvxWa1/CDatJgARIgASakkBMsKmWzqSplj7X8CM3UdQ/2G5iZresXVCMtm3dbhMNNmV2aeI1HmMiq27YIkVJA4EyYF+1Q9J/ZfYXf9FrdXvDl1uWqqNPtrkv8aBt5+Z4X+N7R0XcFF9wHp+dmyPxmaDryRhfzMYa5Rf1yZbltjPZb63Hv+sy6R/rMtETiVlEOjdDCJtAuryYu7Rq++2Sgei6uiqmksd3bpd8jFUwLZof3CmZV657QKJCs/MiiNChyLo3XPt43G3r+uxeyMuevGT/uHiT4xp3mT/pXinuvtqXl1ETu6u8sISn5VtKX59q7eGPhQRIgARIoOkJqAb6KybYmn5UJQaQ/hIvGmZmQ2Jf+N52oSzuEMmP7fUVNdhicbxI16fWSpgPCn3G+3JZubF+WYKpwtAiusETkUlBFz3v99s7Fvrd8tsaj9/F54VKrOcSU8Qp2zZpX2QNR/OSKbrsVPA7LJdtKk6HBnUmDDEtmpHxwvmu85x8wm5QFrSL62pvoicT/csKU7k9MmTWo0kbqwt+M8YVZv76Lgr7c/2YqFvaK0m5GvhIfFZrn2jOQxIgARKYYwRabrhzQrDtHSuVCpn56xnLlrmsiWX4bFoO65GKZYllpCKxWeZlAtOPmCp0oiH6JT8ueUvAyaJ2iYu+SPtwd9HCySxCw5puwvhq6rOEs107nJDCk7hFljnJrYG8MnGUyuSV8BOrxlSk+Vi63bKuNg3spmkHLMMWM0odtK1YZfmzYqYu/Y8GPAU6Ek61m3+7rr1ln2at1j4VEitIgARIgASamEBLCrakQFuI93HV6CJVnKXK7C+YFvML4sVlTSzDdo0XAoltdJ3ZgrWy24kF/yW/LFxI3xZknzL7q31l9eOfufhcJs+ml0ccpzhLt55vCu9kG15v2TTnMz6dPilZu1593SbG3RPBieteaIzp1iDOYF1c8cGNgklsp1r7WGMeNBoBxkMCJEACVRDIFGyqwXxpFX4ayDTI6BREkUUWTCmmF4HbKQm+5FfJisjaNsmaPnNTWiLTyVINr0fmrEuCRefoPZj6rO41H/jSRoanuIbKCdIpiBFEkFlqPP7S8QVCprCuKzOYSiuD6eXodY+2TK9Ni56tcj/M5E3Wyk2347qEa/iK1z3d0q+nrHTKvVr7dI+sIQESIAESaCYCmYINA1BtUtHmvhwjTwliMDalONBtU2JLl4VZKVSK4HUObrH+1ck1ZGZ7fvRBBJsWwyssLNOyoZJF+4H7yKe1tymvnsGuxMJ7E1+f6hKxqc746xtEhtcXpz3Hr+yNxS1OMLTL4nZxP23rtoVTa70SXQ8V9eEMK/5w44+sF7P4s8bvMoT5kk9g+u5KxxcI2IFoJtE3qnIbPIGZuO5RHwtWyKoOn/GKnii/78RmTMAOS6+bYi3fzp11T6gOSf+lNmedXJe3b6v0xh5gCQVnqXWG1dq7APhBAiRAAiTQKgRKCrbmGuC4FP6Gp3v9RXr6Cm/f96/x8OubgtdMpG3FhNnIp/a4PyUV2Nq0WPeATESfXCwHyARY0C4X/D3LXI+Im/aMP23oXJiYxPo02bQktA3a9HdskHB5upmNCl4/UvCZGqMJv+v9azKC9rDtkfCJRPNQ1W/F4++UDRvbxa8ZS4rOYp8l4hvtk5GJDCbFhhXuhZm6zIclvAv/IEDWO9m8TXobZLJMwIbvmsu5170gw5m2TdeEfMbyknq4wYxHY9c8eMVH9IlVM4n9Vmsfa8wDEiABEpg1Auy4FgQmFWyq8Uybavy4FkFM30cgCPButYmJ3bFXd0R948s3sAnWDU1kiAVnA2EGIRVdC1VRFigah+8j2JZ9ncYCvz4tsEWM0S9uF1M0lhJjhChF20IpxIwF6xOZr4xwbTDeKCjsVzj+aGw+5lI+XX10HBn9OptC3AgkKK4+wz44G3IveT60WrdbivdHKSZBvR8LWrq+C3FDYJawKdW/CeBUZnaSay6S6GNSe0TKQgIkQAIk0CoEVON6a1LB1ioD5zhIYOYJZL9mZObjYI+TEeB5EiABEmh0AhRsjX6FGF/TEgjW1UUfMmnaoTBwEiABEiCBWSZAwTbLF6Cy7mnVTATwMAvWEAZrJDGF2kzRM1YSIAESIIFGJFCxYFONz6XWejAHDx6stUv6mwIBtyat1FqsKfibi00cQ7fmjWJtLl5/jpkEGpoAg2s6AqqB/qpYsGGEqkEj7LOQAAmQAAmQAAmQAAnUj4BqUXelBJtqcFI12GaFoVr6XJY960iABEigQgI0IwESIIE5T0A1rbNSgi1KSTVooBpso+e4TwIkQAIkQAIkQAIkUH8CqiplBZvwJ02ANSRAAiRAAiRAAiQwwwSqEmyqKqo6wyGyOxIgARIgARJoPQIcEQmUI6CqMc1VlWAr55jnSIAESIAESIAESIAE6kMgU7Cpan16o1cSIIEmIsBQSYAESIAEGoVApmDzwalqIR2nqr7abfneNIeBHyRAAiRAAiRAAiRQMwJJfaUa6K+YYFMNKsv1qqpOxD3//PPlzGbkHDshARIgARIgARIggVYiAH2lGmit6Lhigi16YrL9X/3qV5OZ8DwJkAAJkAAJNAMBxkgCDUOglL6qSrCpamFADzzwQGGfOyRAAiRAAiRAAiRAAtMnENVXqkXdVVKwqQZGquqmQKMhqKrcfffd0SrukwAJ1JMAfZMACZAACcwJAtBXqhobq6rGX5yrqilxJiV+8vm8PPfccyXOspoESIAESIAESIAESKAaAtBV0FdZbUpm2LKMUaeq2Dhhd8stt7h9EeGWBEiABEiABEiABEhgGgSgq1SLOivqqqxgUy02Ug32o41/9KMfMcsWBcJ9EiABEiCBaRJgcxKYmwSQXYOuSo5eVV2SLCXYVIMTyQbRY1V1hy+99JJ897vfdfut9jG8Pie5c7bKeKsNjOMhARIgARIgARJoOALQU9BVCEw10FnY9yUl2PwJv1UNGqmqU3i+3m/37NkjP/vZz/xhA2yHpTdnYitWlsnWfQ0QWtUh+LGUiX9Xr+RyZc5X3WcdGuzbKsvsevTuqo3v8SuX2Zh7Zbg27qr2wgYkQAIkQAIkUEsC0FHQU0mfqkXtVVKwqWqyXexYNTivqvLv//7v8stf/jJ2flYOnHjpEblmQiYmimWge1aiqWGneek/vzmyfS4zub5GUsoJvQYXozW8ynRFAiRAAiQwpwi4wUI/QUepFnWVO5H4yBRsqkEjb6saHKtqZpYNdt/61rdmOdM2LlsvHRLpHpCE/9XXAAAQAElEQVQtyxFRsXRu3i1rFxSPm22vvbtL2sf6ZfWVTTpBu2Ct7DYBnbwuU70Obet2myDfIp1TdcB2JEACJEACJNAABJBZg37KCkW1qLlUVTIFm4Q/qhruZW9Ug/Oq6oTcrl27ZOfOnbP0IMJe2TMm0t6xMDvYZq7t2CB9liXMb7qM04DNfB0ZOwk0GwHGSwIkUBcCeMAAegm6STXQUOhIVbHJLCUFm2q8kWpwrKpOnCW9qQb1mIPdunWrjIyMzLBw65SVlYoaN3UaX+c2+foqy+CdE2+TeiihMIVXtF32uS+UXL9VzVqszs0D0iVD0lPhdGPguxjvsszsnF8j5+16ZdixyZiGdPXeDtuETXi+Z9DujMEeyeVgY/7sUByXnMQYh/aBHWyj50N+S/slb//rXxqc92MIxhb6hv+wBPWBbeA3bVOYsg1jCuxy4n2HrrghARIgARIggZoTgFCDPoJOgl5SDbRTsiPVYr2qutMpwaYanHBny3yoBnaqwdabqqq8+OKL8v3vf1+uuOIKGRoaclOl9913nxNwBw8e9KY13xZEjYmF0l/AJgYuFRmwKTq/zm1kY7sMrUkIkGR0uy6T7d0jNhXn18aZgLJpyiUZAmr7+atFrg7sdn96lazqEBm6Nrmua1gu25SX9o0bpLKpvU7Zck2XiImhmPBJxmnHECVLNi0qjvGGPpFNS+KixAmWHhndGBnTNSI9a2xa2XxEf+Evt2ZU+m4IxgRuIxtFIKQKsSzf4ti49YI2LQ2biYktJcY22TVok7XXW18Wd7u0F/rdva4tGhb2w2L+TEzHxmzXd6DbBG7WAxnGMHe+yDazcXEa17zxKYwl9MoNCZAACZAACUyVAPQOBBr0D6Y+oYegi6CPoJNU0/oJfanG61GHkhJsqPRFVUVV/WFhX7VYh5OqwbFqenv77bfLddddJwMDA7J582a59NJL5fOf/7wrn/vc58QX+Jl+MVFjX8IQDfgCRvYkLdwgBuJCom1dn3RZJmdPvkwEJkjigqFTNpjQk9G8xFeWmZPubZE1c9bfp7pEBvvjT6ru2mH5snZZtaKUCMmIxWLA2IbWpDNHBWsTYv2W5eq6JjLGBWtlm8UanVIdvtyyVyasYmMy/xCvBV/Ycf4gmuLrALGOzMVy6VQehjAm10fis34qugZml/lrYrp/rMsEatxn5+YR6evIS//lSbFsttevlQL55TblnCmqhT8kQAIkQAJzgsD0Bum1DLZe40DvQPdA/0AHQQ+ppnUSelYN6rGPohocqwZb1GUKNtWiAYxU48e+TrVYrxrsq2Zvo21UizaqwT7O16p0brbsTFS4ZWTB/DQdRF0u12PiSWR0b1x6ZcXjsk2WwUO7JZYhk7E9sjdhuGhhQQoEZ5avdIJw+86i/+FrLZPV3RcRdoHpZJ+dF/VZzmlI+jOnOEXGd26XfEefbFge99S2cJFVjEp+n21kWHaYqMta7xfYwSYogb9VsiLjoY3O80yIjm2Xnc5nYF/Vp4lBvO4DLKu5Bsk+ApYrpTN5QtpkRXe7ieUdEpNs3UnbNml3eJLiO+WQFSRAAiRAAiSQSUBVRVXdOVV1+6rqjvGhGuyrZm+9jWpwHse+qKpkCjaJ/KjGG6oWj1XVBeTNVdXtqmZvcVJVXRtVxaErqsV9V1GjDyfcbLorPo04HLynbel2WVWY4hsQkx5le/Xro3pkwE39YSotlY1yHtplsWkEt1v4CNfXDe6UQLIFgqnrvLTEKDQptVPIlq2OZ+xC+71jeRFM1YaiMhBDOclFpzr35WXU7FPC0uqSv85fsnLax1O7Btndjkseg8k+yVoSaBkCHAgJkEDjElAt6hhVFdWg+IhV1e2qZm9xUlVdO+yjqCo2hRITbKrFk6rxfdX4ccGD7aimz6kGdarFrWqwb01cUKrqtjiuW0lMdw2vt2yaZaBGJuJTfGX7t0zQasumdeH9bpunILLMucuM+WyUmw7tkpWJLJiZVfTbtm5bMNWX8W62hR2mFt34giwjhGWxVDHmMBLnL9yv1WZK16Bk521BdqzkeZ4gARIgARIggfoTUA00jaoWOlPVgs5RVVevGt+iUjWowz6KavFYVZ2PmGCDUbSoavTQNfAVqsE51fgW51XjdarBcfSc31fVmF/U16NkTf8V+nECqnBU4c647By0bFaF1rJghazqyMv2ncPufXGVP2yQ1UGbrL26L3g326Xx9JKb0vTCMKsp6lwskvEghIibXoRNWMr5c7Ydfro0bDDVzZSuQdCZE5WDiWlPdyq8RqkpUHeSHyRAAiRAAiRQEwKqgZZR1YI/1fS+alCnGmxhrBrsq8a30XPYTwk21aABTkaLarpeNahTjW/RTrVYp6oxUaaaPkab6ZVhm+rsja9VMofD65cIFqT3rQvWlbkv95igsXbR6UJrk/pd0C5Y4hR90nP8ytXmN2VZpiJYT5Uf7JftY1U+bJDl1U+NYgo0et5lFPPSv7Q3zsKyhL2FdW8m+NyDED3xJ0d39UrPYNSZ7S/fIgPd8LcsNgWLKeKewXbpuzqyeN/MHd9M8WQnw19nU8k1cNzzJnKDieSweWoTZBzxRGh8zP7aD0wxK5rqiBUkQAIkQAL1J9CEPahqIWpVzdQ8qupsVIMtDlSDfdX4Fud8UQ3OxQSbalDpjbBVLdapaiwInPdFVd2uarDFgWp8X1Vj7VXjx2gzvYIv7Vz4DrBg2zPaJyOR10sETzdCgATnc7kdsnJisjVsnbIFr5jA6yDCtWGrZZtkr2ErPQL3JKQJrHyNslLOX6o7E2PXT5jISrBYukdWhqLVNTEhNnFNl/inad1at2tXCurc+cgH1gL613g4O2MQvEIjPcUaxOT7jgso77LyaxA8ietjTD/xW/DoXgMSvMbDX9ec9CSuvbfmlgRIgARIgARqTUA1rmlUg2NVLXSlmt5XLdYVDG1HVWOaKSbY7Lz7VVW39R+qxWNVjTlQLR6rqmuiGmxxoBrfV1XXXlVx2hXV4r6rmNKHiaqJjHVb0dc3hH4hQIrruvAqiKBt9BUXziba1jJa+PNKvh1sITxi7xpzNmkRE3Zb2HR9Kp6VKpxI7aTjipsE5ycy1uO5+GM8MM54a4Foi9oUMlGLpH1B3DYYa5Rvhj/XxMcE29DGcZmI/cmweHywC9qBq3MTfkT79eeCOrQJjcJN3Kf1H71+UZvCOMNK27i2GfZ2ir8kkCTAYxIgARKIEVAt6hhVLegcVS3Yqab3VYM6VXVtvLFq+jgl2FTV2asGW3eQ+FDVmGOcVlVsXL2quq2rsA/V7GPVeL2ZtvTv+JX9MiRdU37YYCbgBOvSFsvCmeiMfZAACZAACZBAixBQDTSNarD1w1LNPlZVZ6IabN2BfaiqqKrtxX9Tgg2nVQND1WAbrcM+iqqmHKoqTrmiqu68qrpjfKiqq8M+impwrKo4bPFS7V82mAaOCppiDVryzf6oy1qXVoE7mpAACZAACZDAnCWgqk7fqGqBgaq6Ol+hGhyrqq+KnUelqmbW4VymYMMJVcUmVlTjdapa0jEaqio2mTaqwTkYqBb3cdxaZVh6c1hX1eP+DJSf1pvtMeLpz6E1iKtYSq1Lm+1Y2T8JkAAJkMDsEGCvlRFQLeoYVc3UPfCkqti4olrcR4WqlmyH8yUFG06iqCo2haKaPlZN1/kGquoCUA22vh5b1XQd6lurBGuzsPatUcSa45tcv+bWsqXXhTlbfpAACZAACZAACZQloJrWNKpBnWqw9Q5U1e+6rao6reQOwg9VDfeCTUywqcZPqgbHqsE2aCKZTlU1Vq+afawarxf7UVX75C8JkAAJVEuA9iRAAiQw+wRU4zpGVZ0mUg22PkLV7GNV9SZuq5o+jgk2WKmmjUrVqxZtVYN91WCLNiiq6oLGPopqcKxa3KKehQRIgARIgARIgASalYBqUdeoBvt+LKrxY9SrKjaZGsmdCD9UA7uUYMN51eAk9lFUg2PVYIs6X1SLdarqOlYNtt4GW9V4nWrxWFVh0pKFgyIBEiABEiABEmhtAqqBjlFVp4P8aFXjx6hXDepUgy3qUFQVm1hRDepUVTIFm9iPamBku+5XNThWDbauMvxQjdepBseqwTY0cxtVnXQwzpAfJEACJEACJEACngC3DUxAtTJto6puFKrB1h3Yh2r82KoKWkk1OFdSsEWNsY+iGjRS1YIj1KOoxutUg2PV4hZ2vqgG9f6YWxIgARIgARIgARJoZgKqaW2jGtSpFrd+jKpBnT/GVrVYp6qocqWsYIOFatHYH6sGdarBFvW+qMbrVLUg7lSL+1F7VfWH3JIACTQrAcZNAiRAAnOUgKoWtI5HoFqsUy3uR8/7fb9VVberqil/kwo2tFRVbGJFNahTDbbRk6qa6ki1WKda3I+24z4JkAAJkAAJkAAJNDMB1aLGUS3u+zGpputwTlWxSeknVKpqeg2batBAEj+q6XrVoE5VS3agqjFPqupsVePbmFF9DuiVBEiABEiABEiABGpOQDWuaVSD42hHquk6nFct1qsqqmJFNajLzLCpBidjLexANV2vqk6A2Wm3VVXsxoqqunOxSjtQDepV1Y74SwIkQAIkQALNQIAxkkCcgKo6naOq8RN2pKrunO3GflWL9arF/aiRqhYOY4JNtXhCtbhfsLYdVZ1Wx6rZ7c01f0mABEiABEiABEig6QmoBlpHVVNjUdWCjlIt7kcNVdP1McEGY1XFxhXV4r6riHyoZp9T1UkDgRvVwE5VcchCAiRQQwJ0RQIkQAIkMLMEVNXpH1XN7FhV3XmcVC3u4zhaVDV6WNhPCTacUS0aqxb3cS5aVLXQebQe+6rFc6rFfZxLFlVNVvGYBEiABEiABEiABJqCgGppHaOqBa2kWtxPDky19DnYZgo2nFBVbFxR1UJnriLxoVr6vGrxnGqwr6oJDzwkARIgARIgARIggdYgoKpON6mqG5CqumN3kPhQLX0OpqrB+ZKCzRth64uq+t3MrapOGpCquraq6mxV1R3zgwRIgARIgASqJsAGJNAgBFQ1pmtU48fJMFWD88n66LGqFg7LCjZYqaoLAPsoqvFj1CWLankb1eC8qrqmqsHWHfCDBEiABEiABEiABJqIgGqgY1TVaSZVLRm9qjqbkgZ2QjVuo6rp97BJiR9VjZ1RjR/HToYHquqCUtWwJr1RVWeTPsOacgSG1+ckt364nEmLnRuW3lxOll05Pum4xq9cJrlcrzQInUnjjRtUPs54Ox6RAAmQAAnMFgHV8lpGNTivqpOGqBq3UQ2OJ82wRT2rakxcqcaPo7bJfdXKbZNtKz7e1Wtf1CZkztkqpb7WndApc77ivprAsBHGGognuyYmtnKFsky27pttgOOy9ZxkXOHxTArhfVtlmXHp3TXbPNg/CZAACZBArQmoVq59VOO2qvHjQ2QK0alqrJWqxoRc7GTiQDWwVdXEmRoejvXL6goyMdX1GGQ++MVaIbVQiCwZzoHxIgAAEABJREFUXCUjExMyESkD3RX6mAmz7oFYbC7OzZ0z0TP7IAESIAESaEECquo0kapWNDpVdfZRY1WNHrr9WIZNVVONnFXGh2raVjWoU9WMFukqVXX9qWr65JRr2qWru13ym1Y3QBZnyoOoScPOzSaUrl8rbTXxVo0TE7dL+0U2jshERv+dm3fL2gXV+Gth2wVrZbeJ2S3LW3iMHNqcIcCBksBcJaCqVekZ1Wx71aA+i2NMsHkDVfW7k25VNTNI1ez6SR3WwGDxRX3SJXnpv7w5VzHVAMGsuhhe3yNDHX2ybd3MS8VZHTg7JwESIAESIIESBFSzdZFqdn3STaZgg5Fq4AD7lRbV7DaqQb2qVupqmnadsuWaLpHBHql0CjO51iq6uN2tBcuZCLGohtYU1zm5+uR6uHAqMNremomzja2NylhDFTvvWrmF9hiDa5+zvlM2sEMp+oM9alybSHxujO7YMmDw5UsJn669t7Ft766gXXJs6KtYhmXHoEjXp6rJ7BVjL6xzKxFTsZ9wL+RdaGfj2xueSm+qrQnGC54xFtaHWyPp10waG/QPu3gPGePybb1hGH+6rTfglgRIgARIoFkJqKqoBiU5BtXs+qSdPy4p2LyBqvrdireqOmmAqlqxvykZLt8iWCs1tGbypwXxZbxk0yIZsKkpt4bphj6RTUsKTyS6qcWJATEJKF3X2DQj7DZ3Sud5VjO2XXZGF9Dn91huTyQ/uDPy4EMoYs7rDIbivqSXSP+i6Pop828CM5f8QrcWo5cukx3nFfu1qsQvhIH5G+tyYyg7vTbWL0tyO2QlxoBiY223fuMiDP5y0jPaF1l/NiCyJhCtUu5n1w4ZknZZ3F7OKHKuShaRliIQTDb1ushfExvPSPd26dmUj5lN9wAivcAfvIzh6nOWSe7SxQU+IxvbZWhN4mGKXZfJ9m6bFra43H2Fe8jaLqlUjE43cLYnARIgARKoD4EyXlVVVIOSNFMN6lU1eWrS40kFGzyoqusc+9UW1aCtqqaaqqrzq6qpc7Wo6NxsIsjkQ0+5L0gTDP3ICF2zRUI5JbJgrWyzL+D8pstkuFwgy1cKpl6373T5Fmc5fK3Jle4uaR/bI4VMjxMxXbIyXKc0fHm/5LHY3USfa+Q+LCsYioHLEk8M5hf1SWkRBnG1RPqdWIuMwfnM+miXvhsidjbWvu6EwDSh4fzF1p+F8WW5nEZdtSyKXdm4Lx2S9o0jMTZt63Y7oV60m2TPxCqyY9GSynbZtSrw97zGRPquLmYR29b1pe4FsX807F4XnRbulA12X8loXop3zCTx8TQJkAAJkEDDE1BVUQ1KMljVoF5Vk6cqOlZV57siweY9qgaN/HG1W9WgvapW23SK9uEX5GB/yQcQxndul3xHn2xYHu+ibeEiqxiVfDR7ZjXx305ZCbEz5qUZMmntsuqilbLIhOKOUHiN7x0V6VgsC11j2NiUoc+2ubrwY8EKWdUhMnRtXCa2dwQtQ6vYZnh9NWLNmnaskhWJBf8LOywdFhGYEJ3FeK2N/13QbuPyB7XYVs+i0Ou+nbJ9zFiviAqi4KwbT7A7+aeJsSD7FWYwLRtWEGdh667EtQr8L5L2BMfQPLVBBtcLwiXI/kVYp4xZQQK1IUAvJEACs0hAVZ3IUtUpR6Gqzod3UJVg841U4058fTVb1cCHarCtpm01tm3rtklfR176z89+N9vesbwIpqnCdUj+izW3Zqiibty06OCOIBOHTJoTRIGQC4TXuOwczEt79wpx0mJfXky+VeTbGy1a6Fr6w+LWskM9yexg8ewU98YljwAXtQfxVuulfbFNiOZlj2GdtOkUWBR8hlPPheMG3HFrBu2+6pHi1DemThswVIZEAiRAAiQwDQKqgZZRDbbTcOVEmqqmXExJsHkvqlrSsbeZ/W2brL26z6Yos9/N5rIllmFLvissyLpU8PoJJ1CGBNk0ZKa8MHNCDlNfyUxQLbNUlh2CAMAaq9Q03myBL5ElTIWDiumwcNzhpEGLTbWvtmyaW/MYm/pu0HgZFgmQAAmQwKwRUJ1cT01LsEVHpjp5Z1H7Gd1f4NekrZZ+ZI8inbupz+SDA5Hzk+6GAmV071bZMRiZooOggN+de2zKNToNuVAWZ0x7un6cuBNJTsG5cyU+sGartqKtTVZ0t4v4rGG0X2QQo8eZ+yaQP9Vl7XtkchE5DRZO7OUlun4wCCfIaAb7jfbZyLE1GivGQwIkQAKVEWhWK9XqdFPNBFsUmGoQRLRutvf91Gh+LBHJ8g3BlOnSXhmOnrIMSW/sryWUEheBwMkPbpdRNx0aOnFCzgTF4GhxOtSdMkGDjJ9NZ+ZiD0MMS+/S4GGE5Boq16zMB0Rb8ERsrgKRVMZReCpYQD8kPbEnVi2+CqeJsdjei8j406foYFy2nrMsXFPYFmQ/p8QiWJ+Y37QkNubxK02UJ68xup3p4gRlfD1iw8Q20yzYHwmQAAmQQIGA6tQ0Ul0Em49KNQhKVX3VLG5NHCDzk4rA6q+fkIFuEyi5XPC3SLFdukdWxp7wMzu0h7jA+YjYaluxyqZc8yJ+nZrrIxRyY3lJrUGzjN9uvOLB+4K/XI+MbhyRiSlOn+HVI160xYWgC6bKj07Zgvhia/vwKhA8dVuZK4jICfOxyARVYV2gG+cS6ZdIxnEaLNCHF4a+j9WyTVBXWZRmFbsG4fWPCVWzmdKvMcRTvxH/Vcc2pX7ZqPEIMCISIIG5TkBVp72ErK6CLXqBVKcfbNRf5v7yLTIxUWbdmTs/UeLPJVn9RLRskcJrPnxnvj3sosLKiY4Jib/CQQSCAmvhsjNm9oUOP5GSbC8WwRY7n9UeAi0p7lyd2ft6dxx5NYeLJ3Lsh+XqJ5LjTcZXPJ8SoN5Rapv0EfJNxZC2K8UiWR/EHvq1seN8UFeMNxWWqzABbkId1ydVCvEFcSX5Z/sPbNG/c4+P8L7w/nEu1Ta0KfaR4Qe+WEiABEiABJqKgGptdc+MCbYoZdXiIFSD/eh57s8sgYp7c2vY2it/KW7FjmlIAiRAAiRAAs1LQDXQMqrFba1HMyuCrdaDoL8aE9i3VZZFpnydd9StwYtqt8naCt8/5trxgwRIgARIYK4Q4DjrSICCrY5wm9Y1FsxH1l659WFL+wV/AgrTek07LgZOAiRAAiRAAk1KgIKtSS9cfcMO1lH5tVd+W1xnVd/e6Z0E6kaAjkmABEigSQnEBJtqce5VVZt0SAybBEiABEiABEiABFqLQEywJYemqu4x1GQ9j+tGgI5JgARIgARIgARIIEWgrGDz1qoUbp4FtyRAAiRAAiTQ+AQYYasQUA00WEWCzQ9aNWikWtz6c9ySAAmQAAmQAAmQAAlMnYBqUV+pBvveW1WCzTeKblXjDqPnuE8CJEACpQiwngRIgARIICCgOrmWmrZgC7oSt9ZNNehQVYU/JEACJEACJEACJEACaQKqGtNNaYt0Tc0EW9K1ahBMsr55jhkpCZAACZAACZAACdSOgOrUtVHdBJsfnurUg/M+uCUBEiABEiCBpiXAwOc8AdXpa6G6CzZ/lVSDYFWzt96OWxIgARIgARIgARJoJgKq2dpGNaivxVhmTLDVIlj6IAESqAsBOiUBEiABEmhwAhRsDX6BGB4JkAAJkAAJkAAJNIdg43UiARIgARIgARIggTlMgIJtDl98Dp0ESIAE5hoBjpcEmpUABVuzXjnGTQIkQAIkQAIkMGcIULDNmUvNgTYHAUZJAiRAAiRAAmkCc1CwDUtvLie9u9IwytUMr89J7pytMu6N9m2VZVPw45tzm0GATDOgsIoESIAESIAERKoWbI0PLRBkORNTxbJMtu6rJvLAx7IrC/KsmsZTtA36LMZsAtGNoVeGp+hx+s3GZes5iKNaftPvuVYeUkK7Vo7phwRIgARIgARmkEBrCbZdvZLL9YhcMyETE8Uy0D2DRKfQlRMVGXFPTIxIX8eo5KsSm1MIoFSTfTtl+1i7tHfkZfvOmRSvpQJiPQmQQAsR4FBIgASqINBCgs2yQZcOiXQPyJblcQKdm3fL2gXxuvJHnbLFBN/udW3lzWpwdvzKZdIz2CUD1l8ybpE2WXt9tbFLzX7Gd26XfHefbOtul/zgTmlGyda5eUImrl9rJGuGhY5IgARIgARIYMYJtJBg2yt7xsSyQQtnHOKUO9y3VVZvykvXNVukc8pO6tVwWC5DbOd1StuKVdI+tl12zlamr15DnMwvz5MACZAACZBAgxBoIcHWKStt6jO/6TKpes2XCSc8QJDL+fViw+7BhKrXsLkpWaz58sX7y77aLoPV0Scblmefz6xN9ZFLPUDhpljXG4XCuMJ4og9NZDqPVO7aIUPSJSsR24IVssqmRfsvN58RE+yW6ivNzjKgbj1cGAvW55WLJ4w96+EQZCWL10okOM726+JL9FPOHmNiIQESIAESIIFaEqiFrxYSbCKdmwdMYgxJj4mBtGAogQvCYGm/Tf0NyMTENDJdEFJrRqXvBpuCs+lNrKErv3ZuXHYO5kUWtUvlE68mei4VN30K/ygjG9tlaE3GQwGj/bLsfJFtYSwTE8ZmrF+WJMRLCSoyfC2ml1eGmb82WWHTojK4Q9KSzTwM9kgu2tc1XZLftCQuJHddJtu7R4yx5xPGA2FpLlK/TiSKDF2b7DHI/LVv3OBig/hasmlRhMmI9C1KeStUVGtfaMgdEiABEiABEphFAi0l2EyyubVnEEoQDHjisqxwi4q1zdOblBzfOyrSsUpWRNbKdW7e4kRFddfXRFkiE1XMMrXJ2uvjPtvW9ZlIzcse036xfsYWSV9s7VanbLmhz6Y2++WySV9pMiw7BkW6bDrU+3TTopZz25HZtksGon0t3yB9HRIXW8u3SHxNYKdsMLEpo3nJXhtnY/1Ul8hgf/wJX5f5a5dVKwKZu3fMBt7thaXYj7XbXHrNWrX25pC/JDAHCHCIJEACjU6gxQRbgNstNLfMUkG4ZWZxhqXXZ9amKdbQa9tCS+sgg5XZFywqLSY4ro9kobKaQWhaFhGCFE/FWi5MRvcmZE9MxIROFrSLRZm2DU/7zfiV/SbNwulQX1ky42UGqb7apN11lBZjbooyjH3JJhNbY3tkr7nI/F2+0onR6BOqQeavr/AQycKOdhN1PVJWmEecV2sfacpdEiABEiABEpg1Ai0p2DxNJ9xsek5syq6YpQrODq3pcaJkoAZizXm0DNIEMljWVyCkerOnD50xPkqLGpzNLiYyIXaWbpdVhanXARM12dZTqw2nao0OppaDseQkl1si/WPmMZnxsqpKfjEVCV89gqnnQJBiOrd823Bd4uBOCeRoRuZv3W6ZsGvsM6qxlxtnOG+r0j7DBatIgARIgARIYMYJxATbI488Ivfdd9+slLqNPGt6zjrrumbEpu2GpKfwoIFVTvd3wVrZbZm94P1p8L0sPp2X8N95nk35VfH05fB6E5kdfTIysbuQYUq4rOhw0cJgOtw+1qAAABAASURBVDHT2L17TaQr8S47rJdzglTy1b+TzTKCwdOwJtSqFMidF2EaN3xC1U2HdgUPQkSDh1h23E28Iss52TWt1j7aF/dJgARIgASamUDTxh4TbMcff7zMmzdvVkq9CbZ3JF/3ganHOog2NxD4NvFg4ia1tsydDz+cmMxL//mRP3kVnqp440RMhnXWAwLOtl0W2yxiRgtX5Z5ctZydezrU1UQ+TJD24UncmryTzWfyIv6zdt1ULETisGy9dEj8wwZZpm4NI7KcMlrhy4bDdX0V22f3yloSIAESIAESqDeBmGBTVVGdnTL9gQ5Lb0ZmZXj9EpvK65K+dVlZJS+skA3rnWQKs3yE41f2xrNpFYgjkbD/UlmhfXmTEsV+3fqrWEbOxrwGK9iKNsU9G1N0PZ1luZbBtru4/qto6/eCJzAltSbNnzdJVGVW0LUM185Fn/gcv3K1XRd3dpKP4AnVvE3F4q8u+IcNfKPh9fHrFgjORdK+wFvEt9Xax1vziARmgAC7IAESIIEMAjHBlnG+yapMpGCNV6T0jGIKMf5kZXxQlmXBKy/CNVvJtW5x23JHo9K/FGu9wuJe8VHJ1CX6n5CRjaMSXzNmfsKHIvxfQMD6q4Fuy8gV+tkhK13sGXF1D8hIR79g3Zgr5ks2jshEuSlJJzJtOjTydGjKc/ggQNY72VK2hQobIzJfhfV9OVkt22zM7QWLcjvuSdixvOQTT+EGbeLXPHjFxxYp/cxvtfZBL/wkARIgARIggdkkkBJsqs2aYTNR4NYxTUTe9WX70ddNONKBnRdBrsq+3vGnqLBOK6gPbKKvoXAPMER92fQg1qsF9iIQU2hfLJWItaB3fKbbW+wYT0JguThQ7wqESTpW+ENJ+oyOB+dTJVzb5ceUOu8qOt2rU7zwc/EkYoSZq8/g5fkgliA+jAEtrCSYWk3st+tT6dd1uH4ci5BX4l167nwkDndcxj7WIQ9IgARIgARIoEEIxASb6uyINVVtEBwMoxEJZL5mpBEDZUwkQAIkQAJVEKBpNQQo2KqhRdtZIBCsqyv/sMEshMUuSYAESIAESGAGCVCwzSBsdlUNgWHpdWsRe2R044hgCrWa1rQlgVoQoA8SIAESaBQCMcHWKEExjukRcOu0MtaVTc/rTLcO1uZhzRvF2kyzZ38kQAIkQAKNRiAl2FR1Vl7t0WhgmiMeRkkCJEACJEACJDAXCKQE21wYNMdIAiRAAiRAAiQQIcDdhidAwdbwl4gBkgAJkAAJkAAJzHUCFGxz/Q7g+EmgOQgwShIgARKY0wQo2Ob05efgSYAESIAESIAEmoEABVutrhL9kAAJkAAJkAAJkECdCFCw1Qks3ZIACZAACZDAVAiwDQlkEaBgy6LCOhIgARIgARIgARJoIAIUbA10MRgKCTQHAUZJAiRAAiQw0wQo2GaaOPsjARIgARIgARIggSoJtKRgq5IBzUmABEiABEiABEigoQnEBJvq7PxZKlVtaEgMjgRIgARIYE4S4KBJoGEIxARbw0TFQEiABEiABEiABEiABAoEKNgKKLhDAk1IgCGTAAmQAAnMCQIUbHPiMnOQJEACJEACJEACzUyg3oKtAdkMS28uJ727Zja08SuXSe6crTI+s922Rm/7tsqy2DULruGyK0lz9i8wr8XsXwNGQAIkMBcItIxgG16fk5x9qZcuvTLcVFd0XLaegzGVint2vygd7zIC1AnUrOtRpk1TXZ4ZDza43ln390wK1+C6lronZxwKO5xTBDhYEpjbBFpGsHVunpCJCV8GpMuua/vGkUjdFum0uub5bZO1V/dJuwzJjoxs4PiV/TLU0Sfb1rXNwpCGZcegSNen1kr53rtkoHBNwmtz/WRthD9lCMTv6YDp7lm5B8oEyVMkQAIkQAI1J9Aygq3mZBrB4YK10tctMnRpcip1WC7blK9AMNVpELt2mIzskpXL6+S/Sd3OhbDb1u22fwQ12z9+5sKV4RhJgARanQAFW4Nf4c6LLMs21i+XRbJsPru2YVYEk03VXjok7Rs3NFnGssEvNMMjARIgARIggYBA5uecFmzBehysE0NZJlv3JRjt6k2ti0s+rODWcq0fFgkXxvs1RpWsK3Jtczkpa5vKsmVn1+JjwXiS64yCNVDpvkyAYa0cxpAYfubhvp2yfaxdVq0oPxma2TarMsU44zpktcusC8borwG2sfGG1yjzGuYSvJxtBbG4+DPsXPtc7OEWd73BOTyH+Fyp2bq+YPwYn+vL7q2Yfxcr7o2gwC6OMbwXfDtsE7EF91mCVdwJj0iABEiABOpAYM4KtqE1OVkt22x6J1gHNNCdl/6l0S8i+/K6VGJrsEY2tsvQmowv58EeyZ0vss2v17qmS/KblsS+rJPXDl+oPYPt0nfDhEy2BinIsm2XnSYo09k1i9ME15JNi2KxDnQPSU8uI9ZkIFUeD1/eL/nuPlm7oMqGGeZgkFsz6hj49YcjG8WuQ1zoZDRNVzkx0iOj0XWLN/SJ2HXIQSShxYIVsqpDZOhaE9g4dmVc8qPYia8VHN+5XfIdq2RFDcYJ74Uy2i/LovfKxIB0WQZ1SUIYFeynsDNk9/aO84L7esIYtJv/1ecsk9yli2UkvEcz7+Vdl8n27pHCfxMTPjbPbwqxsEmLEuCwSIAEZpzAnBVs0j0QE0pOFEn0S7tN1l6/RTojl6RtXZ+YFJM9+Uil2+2Sgehi+uUbpC8lDKTwA6ESiLXdlQkfl2UzQXl5b3rtmn3J9o91mViLx9q5ecRiQJuoOJFp/oQPG5wXpVLOJURjkM1xmR7L2BQyXpZl6neCNc4Aa6QGMtftlevHRKubph2JXVMxbrtNPMtgf5g9bZMV3e0igzukQMVlDLuky/oc3etfEzIuOwfz0t69QmqURywGP7ZI+qL3it1hW0JRFZ32LjaI7+EfAp5lsM0Q5XZvb/HT5cYA6yDzYyJ9Vxcf+PD38vadfszWz/ItcX4W2wb7R4qM5iViZYb8JQESIAESmGkCc1awdSVFx4J2WWT0i1/adoBfExZ4B1jw5dhjkk4kZdO9UuISpk3anbP0F93eK5dJVWINMVhxgnJwyD0ZGl27NnztkEiqf2tgUiMlTlA9nVL1wwZdJiQnIhmbYjaxXAar87wukbEgoyiV/DjRFZumLbZavtKJbC9M2lasknYZlbxlK2Hk4jB+GzraJT+4UwJhslf2mMBZtDCUay57V0J4wkk1xfqK3yvWuNS9Z6eSv+mnROOCF/bJe3uhjU3s7m6vMFuIf1AE93tOlmzK27XYI3vhmIUESIAESGDWCMxZwTY58WH3gt3c0u2yyqYtgym7Afvyn7xlSQubmuqxL8D2jdsqy6xFHYVf6vGsj5/OixrWa99nsTZISnBMocu9YyYEptAus0l+j1TszU2L5iUQcOMukwaB44ScF4lJYWqZp+D6F8XnZNPYmXE2eGWwPi0nPTJQENmYOm3wsBkeCZAACdSRQOO4pmArcS2G11s2raNPRibSGYwSTSavhj+bosO0VmFqcPJWZSzagkxeGYviqYWy2KZpi8dV7pXLYlXpCuZB1gd7NSjtiy1rVqmfgJnLprkxha8nCYUcprtLZy0z+qiq74z2kapCRi9SN2O7lklebf+Y6LrGROnmWkjyGYucHZEACZDAnCBAwVbNZXaZl2oaZNgiW1ND0eaET3RNVqHLIHuUnC7NjyUmt5xoKTQquVPLhw3QSdtCmzP2GS1URIoTTNUs+HfZR581izjCrrtm8enSYMp1j+zEgwWFKcpAyA1du9U9hICsG5pXVvKpdY1uqjWrcda1CmNc3J7VYDbrwntoNkNg35MSoAEJkMDcIEDBVuI6OyEUExTD0rtmqIR1ldUm2jDVVItMW9u6bdLXgcX9vTIcCWN4/RJxDyMUsiV+wX1P5OlVm+Y8v7+C6cRqHzaIBFJq1xgET+YuCx8ICAwxLefW+EUWyAdnyn12ypYsEWxZo2V2zVJT0G5d26hsH8xLVJg5ITe6XbaPdVX+UmCXmRMZWhPhb/0iW5UdsV2r6FOXZosYpUZP3mb3WUGtE702jsgTtONXrrZ7qIK2NCEBEiABEqg7AQq2EoiDpxXz7hUTwQLsHbISrzkoYV9tNfx70Ta9PwqPp1knJHiNR67w3rieUUznbomtN0Of7gnMNd5utcjVIyb4JoneZYCqEDExd6UP8OfE/Gs8AsZY5L5IBqYyDW0CEK+wcK/xyIXjW9ovi2yKL73erFNWduclnxRmEHJjVt+xWBaWDjtxBvyxttGEmO8Xr+3Ak58JS3fYPSAjHf2F65SzGAWvIikIa2dV8gMi37MqbKMCsGTLyU6Y6EXMeEVNOI7Vsk1wj07WkudJgARIgATqT6BFBZt9+UwUn0iMYwzOFV57UDgZ1Ee/3CEoiovNIX5K2GR82bq2kdc3QCxNRI7RrauzOJP1OJcu6b6jNq4/+PIl0Ze3jdvtlrULIDjKrVuyLJx7ZcYGqWZlUzA2MPM9Z28DO+vfxz2R0WbBWtlt54vXrASL0K54zSak2Cbef8Ah2Vfgt7LrEfUXtrMYXd9gH8aS1X9yzNF7Luo1vp/ow/eFbeH+C2ySfQb9ZY811ncYsxuD+cW5ZNvksdhdsSW0jcfLIxIgARKoMYE57q5FBdscv6q1HL57z1t8DVgt3dMXCZAACZAACZDA5AQo2CZnNLctMNU4lSnKuU2No5+bBDhqEiABEqgbAQq2uqGlYxIgARIgARIgARKoDYGGEWyqWpsR0UtpAjwzqwTcurnCerNZDYWdkwAJkAAJNBmBhhFsTcaN4ZIACZAACZDAnCXAgRcJqM5MwomCrciceyRAAiRAAiRAAiRQFYGDBw9WZT9VYwq2qZJjOxIggQYmwNBIgARIYGYIqDLDNjOk2QsJkAAJkAAJkAAJNDiBhsmwIaW4f/9+wbbBmdUkPDohARIgARIgARJobgLQLAcOHJiRQcQEm6qK6uwUiLWnnnpKnnvuOVeeffZZQXnmmWfk6aefZiED3gO8B3gP8B7gPZC+B8hkBplAk0CboECvYPviiy/OvGCbkR7LdHLxxRfLH//xH8uFF17oSm9vr/jy8Y9/XHz52Mc+JixkwHuA9wDvAd4DvAd4D9TzHvC6A1uvR7D1OuWiiy6SOSfYMOhPfOITsm7dOvnoRz8qf/AHfyBr1qyRj3zkI9LT0+PK7//+78uHP/xh8Vvss3zYMSEHcmjYe8D+m2VsvD95D/AeaLZ7wGsNbL0OgSaBNoFGgVaBZoF4K5OLqtmp2JRozbxOwdF3vvMdueGGG+THP/6x3HzzzTI6Oiq//OUv5bbbbpO9e/fKHXfcIXfeeafcddddruzbt0/2sZAB7wHeA7wH6nIP3H333cJCBnP5HvAaA7oD+gM65Pbbb5exsTH5xS9+Ibfccov85Cc/cdplCrKn6iYNI9iqjrx2DeiJBEiABEggJKAarGMOD7khARJoEAIUbA0zfoAIAAAAxElEQVRyIRgGCZAACcw2AVWd7RCavH+GTwL1I0DBVj+29EwCJEACTUNAlWKtaS4WA52TBCjY5uRl56DnKgGOmwSyCKhSrGVxYR0JNBIBCrZGuhqMhQRIgARmmIAqxdoMI2d3JDAlAg0m2KY0BjYiARIgARKokoCquhelV9mM5iRAArNEICbYzj33XPcONLxbhOWjZPFRMuB/B7wHWvUeOP/886WlC8fH69ti90BMsM2SaGS3JEACJEACJEACJEACZQj8/wAAAP//RiOWuAAAAAZJREFUAwD7mIfZn8h3fAAAAABJRU5ErkJggg==" class="kg-image" alt="How to Use Gemini for Job Search" loading="lazy"></figure><p>Select a template that matches your goal. Templates are available for cover letters, outreach messages, interview preparation, and more.</p><p>This is especially useful for Gemini for job application tasks, since many candidates repeat the same types of writing. It also improves Gemini for job interview preparation by guiding more realistic and role-specific prompts.</p><h3 id="3-add-relevant-details"><strong>3. Add relevant details</strong><br></h3><figure class="kg-card kg-image-card"><img src="data:image/png;base64,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" class="kg-image" alt="How to Use Gemini for Job Search" loading="lazy"></figure><p><br><br>Fill in the key fields such as job title, company name, and experience level.</p><p>This step is essential for Gemini for job search, because more context leads to more tailored outputs. It is equally important for Gemini for job application prompts and Gemini for job interview preparation, where specificity directly improves quality.</p><p>For Gemini, this context is especially useful when comparing different roles or adjusting the same application material for several companies. A general prompt may produce a decent answer, but a prompt that includes the role, company, seniority level, and goal of the message will usually produce something much easier to use. That is what makes broader AI prompts for job seekers more effective in real job search situations.</p><h3 id="4-generate-and-use-the-prompt"><strong>4. Generate and use the prompt</strong><br></h3><figure class="kg-card kg-image-card"><img src="data:image/png;base64,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" class="kg-image" alt="How to Use Gemini for Job Search" loading="lazy"></figure><p>Once your prompt is ready, use it directly in Gemini. This removes unnecessary steps and makes the process more efficient.</p><p>For users relying on Gemini for job hunting regularly, this streamlined workflow helps maintain consistency and saves time.</p><hr><h3 id="5-create-custom-templates"><strong>5. Create custom templates</strong></h3><p>Users can also create their own templates for repeated use.</p><p>This is particularly useful for Gemini for job seekers who need structured prompts for follow-ups, networking messages, or role-specific applications. Over time, this makes Gemini for job search more efficient and easier to repeat.</p><p>This is where repeatability becomes important. If you are applying to several roles, you do not want to rebuild your prompt every time. You want a structure you can reuse, then adjust with a few details. For candidates using AI prompts for job search regularly, custom templates can turn scattered AI usage into a more organized routine.</p><h3 id="6-select-the-output-language"><strong>6. Select the output language</strong></h3><figure class="kg-card kg-image-card"><img src="data:image/png;base64,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" class="kg-image" alt="How to Use Gemini for Job Search" loading="lazy"></figure><p>The assistant allows you to choose the output language, which is useful for international applications.</p><p>This makes Gemini for job search more flexible for candidates applying across different regions and markets.</p><hr><h2 id="best-ways-to-use-gemini-for-job-search"><strong>Best Ways to Use Gemini for Job Search</strong></h2><p>Gemini for job search can support multiple stages of the hiring process.</p><p>It is commonly used for Gemini for job application tasks such as writing cover letters and refining summaries. It also supports Gemini for job hunting by helping with outreach, follow-ups, and communication. Additionally, Gemini for job interview preparation becomes more effective when prompts are structured and tailored to the role.</p><p>For many candidates, Gemini for job seekers becomes a practical tool when it is used consistently and with the right structure.</p><p>Gemini can be helpful for small but time-consuming tasks too, such as turning notes into a recruiter message, comparing two versions of a summary, or making a follow-up sound more polished. This is why many candidates look for AI prompts for job search free: they want something practical they can use quickly, not a complicated system.</p><hr><h2 id="why-structure-matters-in-gemini-for-job-search"><strong>Why Structure Matters in Gemini for Job Search</strong></h2><p>The biggest challenge for most users is not the tool itself, but knowing how to use it effectively.</p><p>Without guidance, Gemini for job search can feel inconsistent. Structured prompts improve Gemini for job application results, make Gemini for job interview preparation more focused, and help maintain a more reliable Gemini for job hunting workflow.</p><p>This is why adding structure is essential. It turns Gemini for job search from a helpful tool into a repeatable process.</p><hr><h2 id="final-thoughts"><strong>Final Thoughts</strong></h2><p>Gemini for job search can save time, improve communication, and help candidates feel more prepared throughout the hiring process. The key difference comes from how it is used.</p><p>With the right structure, Gemini for job search becomes more consistent, more relevant, and easier to integrate into a daily workflow. Over time, this leads to better results and a more efficient job search process.</p><p><a href="https://loopcv.pro/">&#xBB; FREE TRIAL: Get Started with LoopCV &amp; Send Out 100s of Highly-Targeted Job Applications in &lt;10 Minutes</a></p>]]></content:encoded></item><item><title><![CDATA[How to Use Claude for Job Search]]></title><description><![CDATA[Learn how to use Claude for job search, from refining applications and cover letters to preparing for interviews and improving your career documents.]]></description><link>https://blog.loopcv.pro/how-to-use-claude-for-job-search/</link><guid isPermaLink="false">69e73537d8ca988272df911c</guid><category><![CDATA[claude for job search]]></category><category><![CDATA[AI job search]]></category><category><![CDATA[career advice]]></category><dc:creator><![CDATA[George Lambdus]]></dc:creator><pubDate>Tue, 21 Apr 2026 08:30:05 GMT</pubDate><media:content url="https://blog.loopcv.pro/content/images/2026/04/ChatGPT-Image-21-----2026--11_17_45--.-..png" medium="image"/><content:encoded><![CDATA[<figure class="kg-card kg-image-card"><img 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" class="kg-image" alt="How to Use Claude for Job Search" loading="lazy"></figure><img src="https://blog.loopcv.pro/content/images/2026/04/ChatGPT-Image-21-----2026--11_17_45--.-..png" alt="How to Use Claude for Job Search"><p>Claude for job search is becoming a practical option for candidates who want support with writing, preparation, and communication throughout the hiring process. What makes Claude for job search especially useful is that it can help users turn vague ideas into something clearer, more polished, and easier to work with.</p><p>At the same time, results depend heavily on the prompt. Most people already know what they want help with. The problem is usually not the task itself, but how to ask for it well. That is why Claude for job search often feels promising at first, but inconsistent in practice when the request is too broad or too vague.</p><p>This is exactly the gap the LoopCV AI Assistant is designed to solve. Instead of leaving users alone with a blank page, it gives them a more guided way to build prompts inside Claude. In practice, that makes Claude for job search easier to use, easier to repeat, and much more useful in everyday job search situations.</p><p><strong><strong>Download our Chrome Extension to get access to the LoopCV AI Assistant &#x2192; &#xA0;</strong><a href="https://chromewebstore.google.com/detail/apply-tool/aleecdoflfiofldfpipjhcjoigokflmp?pli=1"><strong>Apply Tool</strong></a></strong></p><figure class="kg-card kg-image-card"><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAmkAAAGxCAYAAAA59CENAAAQAElEQVR4AeydCZwdVZX/z+0knX3fE0ISCBEQwiKyiSgq+sfAMMMiIusAgoDKODo6wuDgAuOKg7IIIrKIiCCKgAg4ooJsIiQBWUJC9n1fu7P2v7735b6ufl3v9evu12/98eG+qjr33HPP/VZ116/vrXqpu/7665tC+eEPf9hE+cEPftAUL9ddd13TN2/8WdMld73d9NH/fVNFDHQN6BrQNaBrQNeArgFdAx24BtBSaCq0VVxrsY8GowRdVme7/mtqavJ7YesPoo/08Yj9be6qbZFF/4uACIiACIhALgKqEwERyEbAa6lIU1Gf1lgcRCUch21apEV1FozsU8Jxo/Wy+Q39MamIgAiIgAiIgAiIgAh0ggCaCm1FiKC12KfEj71IixtwoMRt9SPeoVk0oKhUPQENUAREQAREQAS6mgCzaWir0E9cc8VtdaEibKmM73O8qccINioiIAIiIAIiIAIiIALtI5Donamt4tor7GedSQsRcVzRWB8OtRUBERABERABERABEegkAbQVGitbGOrSM2nBCWN8f2eT2eqGYNFWBERABESgZghooCIgAl1GAG2F5qKETuL72PxMGjuUeCX7FOyrNu1goyICIiACIiACIiACIlAAAkFbobUoIWR8v4VIS3JwFk2lhQptRaAyCChLERABERABEagoAnFxFhJPi7TMyszj0EBbERABERABERABEchGYOKwnnbUXv3txAMH2ycOG2pnHznMbznGTn22tuVt77rsMjVXOPYiLRzQPfsU9inxfY5VREAEREAEREAERCCTwP5je9tp7x5i+47p7avmr95i0xdstmdmbbTpCzcbx1RQjx/+HNdyiWss9imBB/tepMUNYZ8tDmxVREAEREAEKpeAMheBriQwpG93mzplkO01spe9trjB3lzaaEvXbbMNjTtty/bUI1NbtjX5Y+zU44c/7WjflfmVe+xMrRU/zvl2Z7EHtnP7Flv8zM/stTs/bc9f83579quH23PfOMqm3Xi6zfzll23hn2+zndsa02ltb9hgf7/2eFsx4/dpm3ZEQAREQAREQASKQ2DMoB72kXcOjATYDpuxsMEaIjGWT8/4vbKowTZu2WEf2W+gESefdtXuExdojLWODwoVFPYpYT9ssXVlWTf7eXvpupNs3hPX27o5L1r3Xv1swISDre+od9iWtUts1etP2oI/3WIv/eBkv08u2zattq0bVlrD8tkcqlQdAQ1IBERABESgXAkwA/a+yQPs9aUNtnjttnan2RRNsi1as83eWNJgxCFeu4NUeIOgscKW4bBPYT8t0jgoVVnz1l/t9Xs+b9s3rbHBk4+yvU//jh38bw/aO8+50fa/4Cd22JeftAMvucfGvOdM2964wc+qzfvD9aVKV/2WMYHe9XX+mYgP7D2gjLNUaiIgAiJQ+QSO2LOfzVrRaBujZc3OjIZl0dlRHOJ1Jk687T6je9vlU8fYKe8aEjen9hM+e3Z39q/vGWb/duwoGzWwR4JHaUxepAXFFlIIx2wpwd4V260bVtib0VJm047tNvnUqyOB9t1IqL3XXF235u6cs97DJ9r4D33a3vVvv7ERB51gvYeOb67v5N7VJ+1mj1w22W46a0InI3Vt871H9bIvf3S0/eKiPe3hKF9y/u1n9rK7LtjD/u1Do+zuT+7px/Gl40YnJsLF+utL9zIK+4lOMeOlHxhpD392cs6YMCMPGMaaZt1lDD89b6KPSb6H7dE3q29HKs49cpiddcQw+9T7R9j739G/IyHURgREQAREoA0CPPS/Y2eTrSnQ96iujuKgN4jbRtdtViPQPvbuITZyQHc7YlI/+/ihuYUaAu2cSKBNGdfHJgytt7Oje0ixhBpjpjCosGWfwrEXaeGAbbHLnEevtabtW23se86yIfsc02b3PfoOsT3/6Qov1Np0riIHHq688oSx/rXm/r262c7oh6Nh205zzhlTxE3WZIvWbPUjnjSil40d3Pqf8tp3TC+rj/5aWLlxuz379kbvm+2DGal3jukdxU95vCMSiJNH9koddOLzkIl9bUif7j7CwN7d7ODd+/r9Qn2sbdhh23Y0Gc85rNm8I6+wlxwzwm4/bw/72j+Pzcu/I06cjy98JCWkP/PBkR0JoTYiIAIiUDYE9o5mqhasTt1zkpI6PRJG152+u4XC79e27iHzo3j7RPedpHjtsQ3v391693DGf93rzA6b2M/OOHwoh60KAu28o4bbvtF46qIm0S3VuP8N3nWfshL9h0Cj66wvDuBAwamrSsPKebb69Sdt4MRDbNwHL87ZzcbFr9nCP9/aoix94b6cbaql8sPvHGhnHznUBvXpZmsj4XHXsyvttJtn2yk3zrJ/ve1t+8vMDbZpy057PVrX3x6Jt8F9u9mB0V8E8fHzwzFhWE9vmrW8MS3ovCHh4wPRcuGI6K8QhCBlcN/uduDufRI822eaMraPde/mbPWm7V4A8gPJD0T7omT3vuf5VfYvN7xl5/10jn/1O7tnc83+u/Uxfqi78RNqXfPfsH7dbUrUD+ewC7vpmuQVVQREQARiBPieM+4L4c3NWFV6N9xvgoE/ys88YqhxL7Is/zVua7KGrTuN+Flc8jJzT3xo+lrbHMWiQV0k1A6Z0NevsiDKsFH4fXzB0SOMSQjEGbYVG7bbL/+22t9POS5GQWtR6Cts2adEqZtlGqkoRln24gO+m1HvPjm6YftU/HHSx4Inf2wL/nRri7L0b/d7V9ejl99W68eH9hlg/Xp2M2bAvv/EUvvFC6v9hcx4sX3r0SV261Mr7KX5m21dJOJ69aizSSNSggwfChchPyT8YL26qAFTzsIsGnHmrtxilPpIWPGXRs5G2Sp32fkhYUapMZoBfHb2RmPLdPRh0ezaLhdtREAEREAEypwAv8dXRSsyudJEIP3s2VV22T3z7bno9z2+vaKVHO5D7Gcr/AFP/Gz1+dr/OmujPfD3NbYuWl2hDX8cHzy+TzSjNswQaixnsqy5V3SvDAKNrwfh/sqEB21KXdBmLZQRBpJiS2G/K8uaWc8az54NmnREm91M/H+fs33PuTGxjDrkX9ps31mH3YfU+4cQ77t4kvE8GIV9nv9iliQe/4QDBtmPz5lgPC/G81psbz57gjEjFvz4i+LBT+9ld56/h/3zQYO9PzEf+uxkuyXyPSaaycKXb2fePVojZ4bsT2+stxfnbsKcWPjSwAXRkmc0Yxv9ZdDbT9kGx32jKWREFz9Y0xZsDubELT8gfH8NS6qvL2mM/qJoNJ492GN4TzsgY4YuMUAWI23796qLZtF22B9fX++3fSPxiT3ehOfWrjpxrN1/yST/7BpceI7t3bvE3CmHDLHb/nWiwQq+v444spRIjDjXEBfuN5wxvsX5uOak3Sz4cm5py+wj8XjOjmP64bz9JoqPnf7i5wYffKn73LGj7Kp/GmvkQr48N/iJw4biYpd9aKTR39B+qWVe8qFNvs/x+SD6EAEREIEyITC0b3e/epMrnev+sMz+luN+la0tq0LEz1Yft7e1T//3RbNirEDhi1Dbf7fexvImy5/c01x0wwxvmd4TTYCw0oRvsQuai0K/Yct+q+VOjPESd47bO7vftHOHbVm90Prttp/V5TET1mvo7jZwwsGtypbVC4xYnc0nV3tu4l88brS9Z1I/Y0ZpcSSElq3bZoie907ub1ccPyYtiPjnL85773AbPajeX8TzVm2JZoyabLfB9XbR+4a3etOkZ7RufvphQ/xMGXF3RsuViKRz3zPMmHmaMKw+WluvM96eeS1azsyVJ3X8BbB9R5MN7dctWodPPe9FPJ5Ta4ocZi/f0uZSJ+McFq3p88bNq4s2G4X9gdFy68EdXPJkSRPRxJIiPwRvLG00ttHPh/92anKM0vMcP/X+EfbuaGraooThB5fe0exg/57d7NRIoJ0RiZ8RA3rYig3bbE4009cYTWlne37g6Oj8nHfUMBsfLfXyFxX+/MAO6tPdP/A6Nzo//MVH36E+PNv3wWgGc3j/HrYkOte027Rlh3/W76xoyh4hSZtQEJDvHNvbf4Ej+fTv1c3+6cBBRv9Mn89btdW27vpSR46Jx19tob22IiACIlApBPr2rLOtO3bmlS7LmzzWgvO81VvbFG5bo/sX8fEvROG72JgdW70p9YwyQm3v0b2M+3oQaDwLd+ezK41Vo0L02Z4YbWmsuhAsOLKlBHtXbZsikdbUtNPquvfscBcbF79usx/6H1s+7eEOx8in4ccPHWoTops8Cv/mPy+3C++ca+ffPsfue3G1f0idOmbPEFV8qV+PaGlwerT0eF7kc8nP5tkXfjnfiwlE3dHv6O+FSOi3byQ8pi9oMHyJS3z6YdYFsRT8mMlqjNbrw3G27YtzNtnqzdutb3034w0X/BBWQ/p280ukL83PPhOHL4VlzfpoDEvWbbXn397kC/vdo6s7xMSvPYUlTZY2G6OlTr5pmrZsOWaszGJh4wd6SPRXGkLzt9PWGvzg8r3Hl3pRN2ZQD//yA0Lq0rvn2aej8pmfz7OHZ6yleavCLCQCb82m7XZtFAP/i+6aaz9/fpU9ErVhKp4lYxoinKj/xsOLObS/ztpgl/9qgV0c+WO/7emVxnIxgnC/sX28T/jg/LDsjO/1f1xmGyNBxxL1O6MZTPrivG5oTP2SeDk6B8T74f8tC821rSkCGqwIVDYBnivenvp1lnMg/D5nxYIlTv4oveGPy3P6U8kfs8Rnv1CFyYu7n1vl/4iOx2QG7e0VW/z9gPzidaXYb4oSotB32KZFGsbMEpwy7YU4ruteb3X1vW3jotc6HG7Dghm+bX2/1LKSP+iCj/HRciMzPswo/e6VdekeEGnL12/zs2vMrLBE2Df6C2NjdDN+9NV1xgOQOKPSX4jEDsJjRDRD9a7xqRku6vDlIcfgS/z5q7cY/TFbhA8FxR9pJHZzFmao5q3cavgHQcW2ZzQTxQwO6/S5AjDbxRQwooOlzuDLPjZmvDrytRnE7RsJUv6aeSkSsMRlyzEiar9oFgobggkhxA/pcfsP9EuF/MXzt0h8wnF9ww5j6Xf0wB5+CfH/7TfQP6vHM260zyxror+etkWzk4Mj4XfR+0YYS5j4PP3WBjY5C4J3arR0feOZ4+3eT+1pn/7ACD+ryXnoVc8Zam7+6qKG9FL081GuzNZxDnibttlLeyIgAiJQ+QS4lzEZ0dZI3jW+jwWB9j+/W9KWu6/ndybx/UGNfOTSWjlFWlfz6T/2nbZjy0ZrXDW/Q11tXPgP367fmH39tqs+6rgrR8FZDos26f8RVogKDIigbhFNbt38JRBmTaijLIyWSPlqCGajmKXCRknyjb8xw4sAiJJ+0fIZIpA2bRWWRZkyHjGgu31g7wG254iextLhPxY3pIVjthjMurGs2S0a80kHD/bPhPH8FPvY+IE7uJ1fm4Gw45k42DATxnNdxGTLMbnwYgN/dTFDxtT04rVbrX/vbv45vh9+Yrx/+ijmoAAAEABJREFU3otn/37xt9X21MwNkVAz/5bQpz840n9PHF9RQpzMwmzZ45FgZqly3JB6/2WFt5830X8PTqZv/JhZ0S9PHWM8G8hM37L12/2LGXCN+4V9ZgTDPtdFpAvDobYiIAIiUFUENm3ZafmItDDo9dHERdhva8v9kfht+bWnnokKnkHjZYF4O/6QZlKC54cz6+J+pdyPZEV0/46m2EgCNUdhP5TM42AvxHbY/h/2YTr6b29uXPQP6zlotPUZOcnH6eoPBEq8j971dYZwwMYMD1tKfXdnPJPEfig8k8ZFjQDbtLV5npiLJNJDwc0vhbKchoEbPbNNCEEuXJ5vYlaJulxlxoLNtjZa8uwT5cesFyKDPv+xaHOuZr6OixkhiaBEbMQLNvLl+QLG7hvk8cFSJjk0Rb6ImXhMjrEz0xW+4uPJN9bbJ++Ya1dHy47MoEXN/PN5PO9H2+8+ttQuvGOOf016eTSTyfLoae8ekvWlhlv+ssLOvW2OfwOWZ8OY0Ts+miFjFo7YSYXn0Ti3TIH/xy8X2GejJdW/vLnBduwg26QWsomACIhAbRBYtWm79evl5UPOAfMgPo+UtLHM2SJGv2hCgvgtjJ042D9apfn4oUNsSN9uPgr31TeWNNqiNdsM6cM9jdWyc44cZjy65J2K+JGpsTimkALbrJSpxKkry7D9P2J8Oe3Cp35q6+e+1K6uljx3rzWuWWSjDjm5Xe064jwnWrPm1rzf2D720WgJLsTgIfYRA3oYs2Gsa3PiN0Z/YXCRHRctwwUhg7A6dI++xhIeD7vPWNj8FRg8wM5sTTzm6EE9opmiJnt71/eZPTNrozH9ywXE7E78n84gNm+YXvDe4SGEseRJzsx88R1gPAu3LJoJYhku7ZSwg6Bj1osL97Fo9umUm2ZZvPC9Myx58mzZYbvetEwI08rEUiZLmssjQfXlXy1sEfOz98y3JWtTS8Y8C8eyaJgVYwnzqt8usjeXNvrlW4Qeb8KytIxwveOZlV6osTyKIE16I4g3KQ/fo5+fQfz1S2vstqdXGAKWV7B5OSKebFwsD4hm8ahjvCt2vWqOiGTGFHtnCuelM+3VVgREQARKSWBRtDKU9Ps2M6fTI3HEl9l++5Td7N28DJbpkHCMmCJ+QlW7TYdFv/tPO3So8X1oNEagvRLdf7kP8KIAj9Bwv6OOVR3ynTSiF4dFL9k0V1aRVowM67r3tN3edz5TeTbzV/9l2zYnP/ydmcvKVx+3uY9933oP38NGH3F6ZnWHj8cO6mH3XzypRfnKCWPtsX+sMwRG3551xnNNLNP95NyJ/k1DZsdejZYReXCdr8d4Yc5G/68BHLB7H7st8uF5pu9+bHf/5XwsgT4exWI2KCSJ+HrvXv2NeMQ9+eDB/hm3Bau32uOvrfduv3wxWuJ7a4OPiyj7r+PH+H/a6f5LJtkNZ07wbxCSm3fe9fHa4kYvHv3sX6QwX49yjPe7y63FhmVM/Ddu2WG8EdOiMjp4NZqJ29C40/r27JZ11ipya/E/S5gsZWKcu3KLzVzWyG668MPIW54YmHY+KOLGXzR8Ncn1Z4w3vsqEN3FY8kV48hblNSeP8/+EF/W8BYsAXBPNHIY4xApln9Gpf0oLtvjzdRgIY8Q0b7ritzr6q5AtD/nfGp2z75w6znirlB9oRCtf30Ee8Rc58G9PYdz0SRveCCafK08Yw6FKpRJQ3iJQowR4yYpJCP44LiQCYvL7nPidjcvv638+aFC0qpWSOfw+f2neZrv7uZXGiharJLzUxQRLEGoseTLrts/o3p3tvmDtU9lnCYeyo2SpLoh51CEn2ahDT7VtG1fbjJvPsZWvPJY17s5tjbbgyVts1gNXWf2Akbb36d81vmcta4N2VjDD4S+SaJkwbPmKjOnR8uG3H13iXx3mIXRu3CMH9rB1DdvtwZfX2DWPLPYzNXTHd8Pc+ewqL+qYURs/tKf1iJY/md369u+XGi8G4BcKwg0R2C+aOiYuLzVPm7/Zrv+/ZdF07Fbvhrhiie/mP6/wrwiz7MiSKjNkW7bv9MLn79HF5513fcxYuNkQLhyua9hhbb3VyXhZxnTOoty3W9KD9bzpiaiKXFp8bQZ9ZCvMPg3u290LRoRjkt+rixqM2TCehRvZv4ctjWbcmMniW6dHDayPOO+w305b65crEa9bozHzfBn19d3r/MzhD/5vufFXUWb8RdGU9vrGHf4rUfBnGXpeJBb58l9m6vBnhm1h9Jchzx7yQwrbu6JzyFIrrJkthQ/nacs2zhCt2lc4h7+JrhUEIcJ+9KB6qwN2+8LIWwREQATKggB/+E8c3jNnLmG584v3L/T3z5zOUeWeUTze+o92O/U//27zCQcOtiAid0a/tplEuevZlEALwRFqd0a2t5Zv8Uuf2If3727FFGpoLAp9J5W0SMOJglPYst/lJbpRTTzu8zbxo1+w7ZtW21sP/Le9etuFtm7O341/dJ1/13P9/Gm26Ok77eUfnmIL/3Kb9Ru3v+1/wa3Wa/CYgqR3xQMLbep1MxMLdXSCyLrqwUXGP8WE7/GR/5k/ftt+/JcVxg0Yn1Duj2a++GeJTvhBKua/XP+Wff7e+fbSvOSvv0AsnPaj2b5/fK/49UIvPEK8sOUheL524p+jeCEH8vncL+a3ElXM3JADfmf8eLb/Go1dcRI3jIHnrvD/7D3zEn0wfvH+BT7Pi+6c60UkXzlBm8AJn3jhn9dgTPxTTff/fXW8Kr3PuBjHiT98y771+yX++a8wRhiedevb9pOnVnj/H/1puX385tkGf/o96YYU21ciUYoD33B9YsTn7J+87f9ZKPqkPXHwJy4Mee4Nf8qLczcZ4yEm5bJoCRYeX3tokZE7Ns71LZFIZvmX+PRD2zB+xDnHoSTZmUUlF+KRz1ejpdzgr60IiIAIVBIBVltYCWKZsBB5jx3cw3+lFXE7G2/Z+u3p+3L0N709H61w3f3cqsSwazfvsFv/stx44Y7ZNmbVNm3ZmZ7kSGzURcagvdhS6KbNL7PFqRhl1LtPsf0/+VMb8o73Gi8EvHbnpfbcN46y564+2v7x00/Z/P+70Vy37rbXyV+z/f71ZqvvP7wYaakPERABERABERCBBAJMMPBSHCtBZgkOeZr6s5IUrS4QL88mOd34XjQmCBBrz87aaHxjQK4GW7Y32R1/XWm8dDd31VZjdo1ZtlxtilWXnkkrVoe5+uEtzXd8/Dt2yBcetcmnXG27ve8C2/0DnzJsB33mPjv4s7+2Yful3gjNFUd1IiACIiACIiACXUuAxzf+9OZ623tULxvUp5t15L/BfbsZzy0Th3gdiZHUBqHGo0ispiTVZ9oQaj+NhNr/PrG01ZfeZvoW8zirSGOqjVLMZEJf3XsPsKHv/KCNe/8FNva95/rZtV5Dxpl/xc/0nwiIgAgUjoAiiYAIdJzA4rXb7PF/rLeRA3rYxGH11j1PrcazubwsNqJ/D9+eOB3PorJborUoSaPIKtKSnGUrHAGeaTox9uxU4SIrkgiIgAiIgAgUjwAzYDxbzBLhfmP62J4jehovf1nCf3yDwKSo/p1je9uStVv9P89H+wRXmSICaZEWVFzYRnX6v6wJKDkREAEREAERKB8CPPTP8uLMpY3+zUq+1ujQiX3tyEn9jC3HvCnPd1/ygh3+5ZN9eWQSNFjYepEWDpJSzFWX5C+bCIiACIiACIhAhRIoQNp8zxlf4/TgtDXGd5Hd+cxKv+UYO/UF6KYqQuTSWNR5kZY0UiqT7LKJgAiIgAiIgAiIgAgUjkA2zZUo0rI5Fy4dRRIBERCBghJQMBEQARGoaAJJ2itRpFX0KJW8CIiACIiACIiACFQBAYm0Up9E9S8CIiACIiACIiACCQQk0hKgyCQCIiACIiAClUxAuVcHgRYiLXM9NPO4OoasUYiACIiACIiACIhAeRDI1Frx4xYirTzSVRYiIAK1S0AjFwEREAERCAS8SIurtlChrQiIgAiIgAiIgAiIQGkIoM3q+ChN99XVq0YjAiIgAiIgAiIgAoUk4GfSChlQsURABERABERABApCQEFqnIBEWo1fABq+CIiACIiACIhAeRKQSCvP86KsRKCyCSh7ERABERCBThNIFGl6Tq3TXBVABERABERABERABPImkKS9EkVa3hGrz1EjEgEREAEREAEREIGyINBKpCUpuUcum2wqYqBrQNeArgFdA7oGOnINqI2um+RrIFMJZmqwViIts4GORUAEREAEREAEREAEik9AIq34zNWjCFQMASUqAiIgAiJQOgISaaVjr55FQAREQAREQAREICuBKhVpWcerChEQAREQAREQARGoCAISaRVxmpSkCIiACIhAyQkoAREoMgGJtCIDV3ciIAIiIAIiIAIikA8BibR8KMlHBCqbgLIXAREQARGoQAISaRV40pSyCIiACIiACIhA9RMob5FW/fw1QhEQAREQAREQARFIJNCmSMv89tvEKDKKgAiIgAiIQIUQUJoiUC4E2tJYbYq0chmI8hABERABERABERCBWiIgkVZLZ1tjrXACSl8EREAERKCWCEik1dLZ1lhFQAREQAREQAQqhkBRRFrF0FCiIiACIiACIiACIlAmBCTSyuREKA0REAEREIF2EZCzCFQ9AYm0qj/FGqAIiIAIiIAIiEAlEpBIq8Szppwrm4CyFwEREAEREIE8CEik5QFJLiIgAiIgAiIgAiJQbALtEWnFzk39iYAIiIAIiIAIiEDNEigrkbZ69WqbO3euvf766zZ9+nQVMdA1oGtA10DVXwP6Xa/7XXlcA2gPNAhapFxUYVmINIAAZ926dTZw4EDbc889bcqUKXbAAQeoiIGuAV0DugZ0Dega0DXQpdcAmgPtgQZBi6BJ0CalFmslF2mLFi2yVatW2bhx42zixIk2ePBgq6+vN+dcqdmofxHISUCVIiACIiAC1UHAOee1BxoELYImQZugUUo5wrpSds7gt27dapMmTbJ+/fqVMhX1LQIiIAIiIAIiIAKeAJoEbYJGQat4Y3E+WvRSMpHGNOLmzZttwoQJmjVrcUp0IAIiIAIiIAIiUGoCzjmvUdAqaJZS5FMykbZs2TIbPXq0BFopzrr6FAEREIFCE1A8EahCAs45r1XQLKUYXklEGoq0V69eWuIsxRlXnyIgAiIgAiIgAnkTYOkTzYJ2ybtRgRxLItLWr19vgwYNKtAQFEYEOkVAjUVABERABEQgJwE0C9olp1MXVJZEpDU0NFjfvn27YDgKKQIiIAIiIAIiIAKFJYBmQbvkH7UwniURabwt0aNHj8KMQFFEQAREQAREQAREoAsJoFnQLl3YRWLokog0MnFO34MGBxUREAERKCcCykUERKA1AedKo1lKJtJaI5BFBERABERABERABEQgEJBICyS0rXACSl8EREAEREAEqouARFp1nU+NRgREQAREQAREoFAEShxHIq3EJ0Ddi4AIiIAIiIAIiEASAYm0JNEDjkMAABAASURBVCqyiYAIiEBlE1D2IiACVUBAIq0KTqKGIAIiIAIiIAIiUH0EJNKq75xW9oiUvQiIgAiIgAiIgCcgkeYx6EMEREAEREAERKBaCVTquCTSKvXMKW8REAEREAEREIGqJiCRVtWnV4MTARGobALKXgREoJYJSKTV8tnX2EVABERABERABMqWQM2LtOXLl9uhhx5qN9xwQ9mepEpMTDmLgAiIgAiIgAh0jkBFi7QgsMaOHWuhTJo0yWbMmNE5KmqdFwE4w/uJJ57Iy19OIiACIiACItAJAjXXtGJFGsLgoIMOsquvvtoWLVqULh//+MfL4iQGAUmeZZFQJ5O47LLLjNLJMGouAiIgAiIgAp0m8Oabb1p7S6c7LUGAihRpmzZtsptvvtlOOeUUO/bYY1tg+8Y3vmFTpkxpYdNB1xCA86xZs1qdg67pTVFFoIIJKHUREIGCEhg8eLD97Gc/s2uvvbbNgh/+BU2gSMEqVqTNnz/fJk+eXCRM6kYEREAEREAERKBcCIwYMcI+85nPGNtcOVGfj1+uGKWsq0iRBvQjjjjC7rjjDmNZsS2ALNOFZ9bY5rMEGZ63wp/CrB0zePG+6JuXDqgPhRcQ6I+lWJZhzz33XP+8HLZ42/h+Upy4f6gnb+KHvngejDzjsZL2421om61dpt+hhx5q999/v8+fLYX2jJmc6JtY5BXvl2P8QsEH37gP46Ngpz74kkPcT/siIAIiIAIikEQALZBLgLVVnxSz3GwVKdKAeMUVV7AxxFC2GzuiCnGFWJo5c6Z/bu322283hBNCwgdI+KDuuOOOs5tuusm3oS1u55xzjhGTfcTFkUceaYhF4lMeffRRGzBggF133XX28ssve3FDf9Rho11Sue+++1o8W0ecRx55pNUbp+RNe+JRpk6dahdccEFOoYqYIn8KbShJ7RBM3//+942+8aHA7uijj/YM2Kdgf+GFF7L+9UKciy++uEWcz33ucwZPuJJ/KIi+r33tazZ9+nTfB6yuueYay/QL/tqKgAiIgAhUA4HCjSGbEMtmL1zPxYlUV5xuCt8LJwCxgHDgxs5MTKZYe+aZZ2zatGn2la98xfr27euT4Bk22vBMWxBcvmLXBzbq8MEXM22JQSxi4oO4QOzExRfPaJ111lk0aVe59NJLWzzXRRxiI6zigcgJ32A7//zzbfXq1V7kBFvmFk7kyBhCHe2ampps6dKl3oQoQhQ+8MADLZ7n++IXv5hVjPmGGR8IV/hkxiFncocr7EIzztmNN96YPjdB9D788MPBRVsREAEREAERyEmA+1x8Ri3zOGfjMq+sWJEWuCJAmN1BBCDWmMkJddzsETuInmBjy7NsPNMWFwzYKbNnz7Z58+YZQobjUEaNGmVDhgwxhBM+CLbjjz8+VHd6Sy6MAeFCYZaJcWEPwTP7i+cUfLJtEWLEpTCrtXjxYlu2bJl3h9OBBx5oe+65pz/u6MdTTz1l48ePT4xD7jCDXYjPLCQ/TOEYIUl+meMO9dqKQKkJqH8REIHyJMC9JAi1sC3PTNuXVcWLtDBcxBrLZYgbBAnihps9x9z44wUxF9plbhEuCBiETLwNy6rEwx8ftiNHjmTT6YKwRDgec8wxftmPfhBsnQ4cBWB2i2e+WB5mCZbYLGn27t07qjW/fIuNsSKSvLGDHwjYDjZVMxEQAREQARHoFAGE2pVXXtmuFaBOdViExlUj0mAVXy5DcCA8EDuIkMzCUiknlHbxgvAaM2ZMi2eq4m1ZusOnUK/zIihZakQ4ETueS2f3EaqpZdmplm28gVNn+6I9QpOtigiIgAiIgAiUgkB9fX0puu2yPqtKpAVKQSywffbZZ3M+WB/ahC1LiM45Y+ku2DK3+fhktmnPMQ/7k3d72rTHl7E1NDSkm3SEU7pxbIc4mUuaobpQS6ohnrYiIAIiIAIlJqDuu5xARYo0RAwzZGzjhC6//HLjWbNTTz3Vm8P2kksu8ct63hh9MHtFiXZb/c/sGm9xsiQa92FW6lvf+paPgw//0gE+8ZcVWFq86667fExmqHbffXdDnHhDlg9m5ahCOLGlEJvZO/Y7U8iB2UQEX2BFjrzFGY/LW6PkynNjwY/6b3/722mBiwCLx6E+s/CiBc8AnnTSSS3+aS4YMVvIyxfklNku2zH8yZ8tPsRh6ZYxJB1jUxEBERABERCBaiFQkSIN+IgxnhPjJh4KwubJJ59Mr0cjpjjGH5ER/HjLkKVR7EmFZUeeb0O8hDa0P/jgg9NvIiJIWKJE8AQfxMkBBxzgQyJGLrroovT3jPHcma/I+OClBr7qA8EX4iCWEKEZrh06JC4CLLBi+RMhGZ5JIyi58uweD/IHP3KBJwzxCYKX+vA9adgzC88Ghq/cIAaF77PjrU/GmumvYxEoAQF1KQIiIAIVQaAiRRrCgWesEBHxgtBAcMTJc4w9m1+IhTCLt0OExduwjy3ug+jgn0WijsI+tuCDP3YK4iXYM7dxP3w5xp+8yT/kiD3eNtgzc4/70J44xKWwjxgj18x49IlPKByHWKEv6mDPMWNNikM++IUS/EMstsSmsB8v2MiRvMmPGGzxIS790W/SMTYVERABERABEagWAhUp0qoFfrvHoQYiIAIiIAIiIAI1Q0AirWZOtQYqAiIgAiIgAq0JyFK+BCTSyvfcKDMREAEREAEREIEaJiCRVsMnX0MXgcomoOxFQAREoLoJSKRV9/nV6ERABERABERABCqUgERaCU6cuhQBERABERABERCBtghIpLVFSPUiIAIiIAIiUP4ElGEVEpBIq8KTqiGJgAiIgAiIgAhUPgGJtMo/hxqBCFQ2AWUvAiIgAiKQSEAiLRGLjCIgAiIgAiIgAiJQWgIlE2lNTU2lHXnne1cEERABERABERCBGiBQKs1SEpFWX19v27Ztq4HTqiGKgAiIgAiIQHsIyLccCaBZ0C7Fzq0kIq137962adOmYo9V/YmACIiACIiACIhAuwmgWdAu7W7YyQYlEWkDBgywtWvXdjJ1NRcBESgnAspFBERABKqVAJoF7VLs8ZVEpA0ZMsQaGxtt48aNxR6v+hMBERABERABERCBvAmgVdAsaJe8GxXIsSQijdxHjhxpS5YssVI9jEcOqaJPERABERABERABEWhNAI2CVkGztK7tekvJRBqKtE+fPjZ37lwJta4/z+pBBERABESgmATUV8UTQKChUdAqaJZSDKhkIo3Bjh071nhbYtasWVr6BIiKCIiACIiACIhAyQmwxIk2QaOgVUqVUElFGoNm8EOHDrUFCxbYnDlzbM2aNbZ161bNrgFHRQSKT0A9ioAIiEDNEWDWDO2BBkGLoEnQJmiUUsIouUhj8Ewj7rPPPjZw4EBbt26dzZ4922bMmGHTp09XEQNdA7oGdA3oGtA1oGugS68BNAfaAw2CFkGToE3QKKUsZSHSAgCATJgwwYBzwAEHWLuK/MVL14CuAV0DugZ0Dega6OA1gPZAg6BFgi4p9basRFqpYah/ERABERABEYgT0L4IlJKARFop6atvERABERABERABEchCQCItCxiZRaCyCSh7ERABERCBSicgkVbpZ1D5i4AIiIAIiIAIVCWBshNpVUlZgxIBERABERABERCBdhKQSGsnMLmLgAiIgAhUHAElLAIVSUAirSJPm5IWAREQAREQARGodgJlJdL+8Np6u//F1Z75E6+ts6nXzUwXb4w+SmHbuqMpnQf9R2lY3HbyjbMw5W1r2LYzHS+0jds+9qNUvCTbpi3NbYNf3Pbxm2f7XPK1rW/Ykc4ltI3bzvhxKl6+tjWbt6fjhbZx29k/edvnl2RbubG5bfCL2/71tjm+bb62Zeu3pXMJbeO2C25PxcvXtnhtc7zQNm676M65Pr98bQvXbE3nF9rGbZf8bK5ZFDHJNm/VlnTb4Be3ffrueVFLs3xtb69ojhfaxm2X3TPfx8vX9tayxnR+oW3c9u/3puIl2d5Y2tw2+MVt/3HfAp9LvrZ/LG5I5xLaxm3/eX8qXr62VxZuTscLbeO2Kx5Y6PPL1zZtfnO8K3+zyLfN1/b3eZvSuYS2cdtVv03Fy9f2wpzmeKFt3Pb1hxb7/PK1PTt7Yzq/0DZuu+aRVLwk29NvbUi3DX5x27ceXeJzydf2l5nN8ULbuO27jy318fK1PfnG+nR+oW3cdu3jqXhJNu513EsowS9uu+4Py3wu+doee7X5fhnaxm3X/zEVL1/b715pjhfaxm03/Wm5zy9f20PT16ZZ3fLnFb5tvrYHX17Tqm3c9pOnUvHytT3wUnO80BbbCT+Yaefe9ra9MGejz69cPspCpG1o3OHhzFreaO+d3N+zOXbfgfbIZZPTxRujj1LY6ru5dB70H6VhcduvLpmEKW9b7x516Xihbdz2y0+l4iXZ+vZsbhv84rZfXLSnzyVf24De3dK5hLZx292fTMXL1za4T/d0vNA2brvz/D18fkm2Yf2a2wa/uO2n5030bfO1jRzQI51LaBu33XpuKl6+tjGDmuOFtnHbzWdP8Pnla9ttcH06v9A2brvxzFS8JNv4oT3TbYNf3Hb9GeN9Lvna9hjeHC+0jduuO313Hy9f214je6XzC23jtmtPS8VLsu09qrlt8IvbvnPqOJ9LvrZ3jumdziW0jdu+eUoqXr62/Xfrk44X2sZtV5+0m88vX9uBuzfH+/o/j/Vt87W9a3zfdC6hbdx21T+l4uVrO3Ric7zQNm678oQxPr98bUfs2S+dX2gbt10+NRUvyXbUXv3TbYNf3Pal40b7XPK1HR3dW/j9TQlt47YvfGSUj5ev7Zi9B6TzC23jtn//cCreMTG/YPvQvs1tk2yXfWikzyXul8v2kf2a75fBL2779AdS8fK1fXT/5nihbdx28ftH+PzytZ1wwKA0qwvfN9y3zdd24kGDW7WN285/bypevraTDm6OF9pie+izk+1HZ02wKdHPNwleHv2xhUhmv5Slq0Ra3mNau3mH9e/Vza4/Y4J9Kjrx3DDzbixHERABERABERABESgAgV7RBAqFUAjvP0Qrej99eiWHJSslFWk/iqZMH56x1g++XzRD5Hf0IQIiIAIiIAKJBGQUgeIQGNK3uzFT/tEpA4vTYZZeSibSmEbkeZkzDx+aJTWZRUAEREAEREAERKB0BFjd47nl598uzbNqJRNp7xrfx648IfW8ROnwq2cRKA4B9SICIiACIlCZBLrXOQsvSxR7BCURaVu3N9ngaCqxT31Jui82Y/UnAiIgAiIgAiJQoQSG9utuB+3e13jzt9hDaEMldU063/n9EluybmvXBFdUERABERABERABESggAV5s5M3fAobMK1RJRNpbyxttaN8eeSUoJxEQAREQgSojoOGIQIUR6NndlSTjkoi0MYPqrb5EAy4JZXUqAiIgAiIgAiJQ0QT4wttiD6AkIu2aXV/2WOzBqj8R6CQBNRcBERABEahRAjubij/wkog0/rmU4g9VPYq2WYyEAAAQAElEQVSACIiACIiACIhAuRHInk9JRNp//ir1b9tlT0s1IiACIiACIiACIlA+BPgnxYqdTUlEWrEHqf5EQAREQAQKT0ARRUAEupZASUTa/mN7d+2oFF0EREAEREAEREAECkhg6nUzCxgtv1AlEWn8e1j5pScvEegKAoopAqUjsKFxh13ys3l245PLS5eEehYBEagIAiURaXpxoCKuDSVZwwRenLvJTrrhLeMvx1AQFgiMcsdCjuQa8s7cfuKW2bZojb5Mu9zPo/ITgYoj0AUJl0Sk6cWBLjiTCikCBSJwxQML7drHl9oPPzHeeFCW8ouL9rTBfbrZ+oYdBeolOQziCRH1yIy1yQ55WPv36mY3ntmc+4Hj+hiFcVB+fuGeNnZwfR6RyseFWTeEJwK0fLJSJiJQWwT4/VHsEZdEpBV7kOpPBEQgPwKIgTWbd9jNZ09oIWQQPleftFsLW34R5VUBBJSiCIhAmRIoiUjTiwNlejUoraojwKxYvrNSzGI9/dYGmzploCHKssFgNodZne89ttQ/W8VyYuiDGMyEYaPgh3+IlVmPLzbqiXHhnXNtXTRbh1ikPTbqKIwFG4WlWJZksXek0Cd9E4uSmSd9hUI9hZwYC74cU7DF+w9tyJt6Sj65EgffUDgmbuiPePNWbbGP3zzbM8dOPQyIH9rRP3YVERCBwhPg56zwUXNHLIlI04sDuU+KavMkILeCEpi2YLOPx9Kg32nj46+zNth5Rw3zS6JTpwzyz3n9x30L7IzDh3obSwMskX7p/oUWRMUfXl9v//7hUen6icN62tWPLPH1xLglmsEb2LubXXLMCO+DjTSC+CAm5fz3DrdrHllsiBTq21MQaG3lSbxpEY8jJ/Xzefh8oiVYRBIilhyw/eG1da1yoN0zszb6dvh9aN+BOXMln4atO9P+Xz1xrBEXYYZYZukWDuOH9jSWnTnGzthZlr586hjfljpmQQMrxqAiAiJQ2QRKItL04kBlXzTKvnoJDOrT3QZEIimfEe4zurcdMqFv2vXBaWsN0YWgCMZ/OXiwrd283d5c2uhN5xw5rEUbRBD1uZ51Q4wsWbfNCzcfJPo4enJ/GzWw3l6Ysyk6at//+eRJRMRqGAv9IZIybUk54PefHx1NCF/OOmJozlx5Pu7zHxnlffl4x6he3n/eqtwvN/z6pTV21F790zwRbgjIOSu3eMFMLBUREIH2EyinFiURaXpxoJwuAeVSTQSYsYovxzGrw9IZ0/QU9nONty3BFG+LuIgfMyNEf/QTyn8/uMgat+2Mu/mvngj1beVDw2XrtxmFpdDQjhktlv+ob2/JN8+kuJljTvJh9hDBFOrYx0a/wZa5pS4sv+YzNs4zs2bMtgUmbPPhmdm3jkVABPIjwMx4fp6F8yqJSCtc+ookAiIQJ4AgYDmMXyYUZn5YlmOfwn7cP74/ckAPf8isld/pwAczT/QTLw9cupef7QlC5NVFDX7ZDp9c+cS7Z3aK5TzaxEu+7eOx2M+VJ/XFLAgrBGhYJmacjDefHBh/M4/JftmzEt9ezWes8hGBWiRQEpGmFwdq8VLTmMudAMtsLHeyjNaRXJllQoAxy5PUnlk27FdMHZ3zxQR84gXxyAxfWDKN13Vkv608OxIzVxvEKUuQLO1m+sEKZohGSmZ9tmPEOLNzPPuWzUd2ERCBwhJgtrqwEduOVhKRphcH2j4xteShsZYHAW78CCgEBUumCIiQGfs8kI7gCLbM7aET+9rSdVvtrmdXpavw5y1QDIgttmGmjrq7n2v2pY7n4RCK8eexgni87emV/gUD/CjEJQb77Slt5dmeWEm+iFFmx0Jd2GdWM9jCFuaIrfg44Je5lDt+aL1/ti/+7B6ij75Y8gzxeH7vjmdWhkNtRUAEKpxASUSaXhyo8KtG6VcMAb7brD0zNMwysVyGcODZKP5ypLBPHSXb4HmJ4PKpY/ybibShfObn8+x97+jvm1DPg+48p0Ydb1h+ZL+Bvi58IFp4+B3hgQ9bbN86ZTfvQh7YKb3r6zr0vW3kkStP31EnPhBjiC5ypCB6v3PquKy5smSJD74U3vQcP7Rniwx4cQHxyrJoENCcV9oiAmlH4W3PD+0zoEVbHYhAjRKoimGXRKTpxYGquHY0iComgLjLfNYJQcCQEU089xaOsYWCAOIZtNCWfWyhnjahDjHI255s4+IP8RF82Kdt6DPY2RKLurYKY6HE/ciJ3IhDYR9b8MGfEo5D//E+k2zBn7bEpWSOL7MdY8cHXwpvembyDW2op45j+oIPtlCIQzzqVERABApLgJ+zwkZsO1pJRFrbaclDBERABGqUgIYtAiIgArsIlESk6cWBXfS1EQEREAEREAERqAgCPFJQ7ERLItL04kCxT3NR+lMnIiACIiACIiACBSRQEpH2yqKGAg5BoURABESgPAjwLBqlPLJRFiJQDQTKZwwHjOtT9GRKItK+99gS27qjqeiDVYciIAIiIAIiIAIi0BEC15yUesu8I2072qYkIm2vEb1s8Zrc/y5dRwekdiIgAiJQDgSUgwiIQPUQWLt5h63auL3oAyqJSPvQvgNs+07NpBX9bKtDERABERABERCBdhO4+7mV9vL8ze1u19kGJRFph+3RzyZFs2mdTV7tu4KAYoqACIiACIiACAQCzKL9be4mY4Ip2Iq1rWtqarK2Slcks2D1VvvuY0u7IrRiioAIiIAIiIAIlBOBCs/l0x8YWZIRlGQmjZGOG1Jv/XrW2c1/XmH6TwREQAREQAREQATKiUA0h2Uvzdtsg/p0s/i/SFLMHEsm0hjkp94/wg9+89adHKqIgAiIQLkRUD4iIAI1SGD1pu32b7+Yby/M2VjS0ZdUpDHy0949xPrU19nj/1hndz6z0hau2Wo79FIBaFREQAREQAREQASKRGDL9ibb0LjD93ZHpEdOOGCQMZnkDSX6KLlIC+P+8DsH2phB9XbHX1fa60savfniu+Ya/wwDhWfYMMZtCDpsF93Z7JdkW7w29XUfF8b8km3bCGcX3D4n3e/ita1ty9anbOfH/HLZ/vW25ngrNqRe4T33trfTfSTZVu561ffsnzT7JdlQ+yR91q3Nft4WGeO2NZtT/Z7x49npfpNs6xpSF2jcL8m2fpffx29ujpdk27glFS/ut2lLaub0Yz+alc4lydawa4b11Jua/RJt21LxTr4x5pdg2xr9AEZY7KQb3kr3m2jb9R1+XHehhO/1C8dsiUVhPxSOKeGYLccU9kPhmBKO2XJMYT8UjinhmC3HFPZD4ZgSjtlyTGE/FI4p4ZgtxxT2Q+GYEo7ZckxhPxSOYROOYettEetcNs4Vfg3ReQp+STbOvfeLroXgl2TjWsKP6yj4Jdm4DvHbGF2XwS+XjWs60y9u4+eEePyMBL9g4+crl42fT9ry8xr8kmz8DsCPn//gl2Tjdwp+/D4Jfkk2fh/hx++s4Jdk4/dbpl+w8XsxtOX3JX5xG79rU7at6Z+1JBu/u/Hj93aIl2Tj9z5+C1Y3x0uyXfKzubjZvFVb0v0m2T599zzvN3dls18u29srWvvNjtk+e08qXtx22T3zfR9vLWtM55Jk+9y9Kb+ZMb8k27/v8ntjaXO8JNsXfrnA9/tGdB8NTJNs/3Ffyu8fixvS+SXZvnT/Lr9FzX7/ucv2ysLN6bZJtssfWOhzmRHzS7Jdsctv2vzmeEm2K3+disdblmFsibbfLPL9/n3epnR+VybYrnow5ffi3E12wg9m2kV3zrG/zNzg237u2FEleVHAdx77qIvtl3yXNyeuOH6M7Te2t8/lprMm2COXTfaFZ9gwxm27Da7HZDef3eyXZEP84XhLzC/Z1gM3u/Xcib5P+h4zqLVt5ICU7Scxv1y2n57XHG94/+6+j9vP2yPdR5JtWL+U353nN/sl2Yb0TfnddUGzX5JtcJ+U392f3DPdb5JtYO9uPr+4X5JtwC6/X1zUHC/J1q9nKl7cr2/P1GX3y09NSueSZOsdzbCSzH0XN/sl2nqk4v3qkphfgq2+uyOcPXDpXul+E23dUn6c/1DqE2w+WPQRfNhGh/5/9kPxhugjHLONDv3/7IfiDdFHOGYbHfr/2Q/FG6KPcMw2OvT/sx+KN0Qf4ZhtdOj/Zz8Ub4g+wjHb6ND/z34o3hB9hGO20aHBhn0KbL0tYs0xJcnGucKvd3Se8KEk2Tj33i+6FvChJNm4lvDjOsKHkmTjOsSP6xIfSi4b1zQ+lOAXt/FzQjx+RvChBBs/XxxTkmz8zNKWn1d8KEk2fgfgx88/PpQkG79T8OP3CT6UJBu/j/DjdxY+lCQbv98y/YKN34u0o/D7Er+4jd+1KVt9+mctycbvbvz4vU0sSpKN3/v4cR/Ah5Jku/HMCbjZ+KE90/0m2a4/Y7z3mzCs2S+XbY/hrf32jNl+cHoqXtx23em7+z72GtkrnUuS7funpfwmx/ySbNfu8tt7VHO8JNt3PzbO97v36Ga/JNt3Tk35vXNM73R+SbZvnbLLL7ovw53yzV22/Xfrk26bZAtf/jol5pdkC/9Kx4G7N8dLsn39X1JfJntQzC/R9s9jPYN3je+bzu/rCbarTkz58bzZQ5+dbPy8TJ0yyLctl4/U3a1cslEeIiACIiACIiACIiACnoBEmsegDxEQgeomoNGJgAiIQOURkEirvHOmjEVABERABERABGqAgERamZ9kpScCIiACIiACIlCbBCTSavO8a9QiIAIiIAK1S0AjrxACEmkVcqKUpgiIgAiIgAiIQG0RkEirrfOt0YpAZRNQ9iIgAiJQQwQk0mroZGuoIiACIiACIiAClUNAIq0450q9iIAIiIAIiIAIiEC7CEiktQuXnEVABERABESgXAgoj2onIJFW7WdY4xMBERABERABEahIAhJpFXnalLQIVDYBZS8CIiACItA2AYm0thnJQwREQAREQAREQASKTkAirV3I5SwCIiACIiACIiACxSEgkVYczupFBERABERABJIJyCoCWQhIpGUBI7MIiIAIiIAIiIAIlJKARFop6atvEahsAspeBERABESgCwlIpHUhXIUWAREQAREQAREQgY4SqE2R1lFaaicCIiACIiACIiACRSIgkVYk0OpGBERABESguglodCJQaAISaYUmqngiIAIiIAIiIAIiUAACEmkFgKgQIlDZBJS9CIiACIhAORKQSCvHs6KcREAEREAEREAEap5ARYu0mj97AiACIiACIiACIlC1BCTSqvbUamAiIAIiIAIdIKAmIlA2BCTSyuZUKBEREAEREAEREAERaCYgkdbMQnsiUNkElL0IiIAIiEBVEZBIq6rTqcGIgAiIgAiIgAhUC4FyEGnVwlLjEAEREAEREAEREIGCEZBIKxhKBRIBERABESgfAspEBCqfgERa5Z9DjUAEREAEREAERKAKCUikVeFJ1ZAqm4CyFwEREAEREAEISKRBQUUEREAEREAEREAEyoxAAUVamY1M6YiAVZ4bEgAAEABJREFUCIiACIiACIhABROQSKvgk6fURUAERKDqCWiAIlDDBCTSavjka+giIAIiIAIiIALlS0AirXzPjTKrbALKXgREQAREQAQ6RUAirVP41FgEREAEREAEREAEuoZAa5HWNf0oqgiIgAiIgAiIgAiIQDsISKS1A5ZcRUAEREAEOkZArURABNpPQCKt/czUQgREQAREQAREQAS6nIBEWpcjVgeVTUDZi4AIiIAIiEBpCEiklYa7ehUBERABERABEahVAnmOWyItT1ByEwEREAEREAEREIFiEqhramqytkoxE1JfIiACIiACZUtAiYmACBSRgGbSighbXYmACIiACIiACIhAvgQk0vIlJb/KJqDsRUAEREAERKDCCEikVdgJU7oiIAIiIAIiIALlQaCrs5BI62rCii8CIiACIiACIiACHSAgkdYBaGoiAiIgApVNQNmLgAhUAgGJtEo4S8pRBERABERABESg5ghIpNXcKa/sASt7ERABERABEagVAhJptXKmNU4REAEREAEREIEkAmVrk0gr21OjxERABERABERABGqZgERaLZ99jV0ERKCyCSh7ERCBqiYgkVbVp1eDEwEREAEREAERqFQCEmmVeuYqO29lLwIiIAIiIAIi0AYBibQ2AKlaBERABERABESgEghUX44SadV3TjUiERABERABERCBKiAgkVYFJ1FDEAERqGwCyl4EREAEkghIpCVRkU0EREAEREAEREAESkxAIq3EJ6Cyu1f2IiACIiACIiACXUVAIq2ryCquCIiACIiACIhA+wmoRZqARFoahXZEQAREQAREQAREoHwISKSVz7lQJiIgApVNQNmLgAiIQEEJSKQVFKeClTOBp59+2u68805bt25dOaep3NpB4JFHHjFKO5rIVQQ8AX4P8PuA3wveoA8RKEMCEmlleFKKnlIFdMgv0ltuucXiRTfn4p04WN9///3W2NhYvE7VkwiIgAjUOAGJtBq/AMp9+IgCxMHSpUvt7LPPtgsvvNCX4447znr06FEW6SMgyZFcyyKhTiSxYMECP9vIthNh1DSBQLlfJ2Fm6bXXXkvIvn0mRD2lfa2yexcyt+y9qKbQBBSv8wQk0jrPUBG6kMDbb79t69evt8MOO8x69eqV7mncuHH24Q9/OH2sna4lMHXqVDvllFNanIOu7VHRRUAEREAEJNJ0DZQ1gdWrV1v37t1twIABZZ2nkqsmAhqLCIiACJQHAYm08jgPyiILgfHjx9v27dvtlVdeyeLRbGaJ7rbbbks/t5bvEiTLMvFn3ZKWe1iqivvwwPEbb7xh9Ic/YhIbx+TRnFXLvcw4mf7Uk/fy5cv9smPokxxbRmp9FJaEQhu2Se2S/P70pz8Z/T766KP+uTO2tCcfeiIO9fElXfax4RcKfviHAgu4sKUu+GEjj+CXtKUev9CGLTGSfIkPS3wo5EV+cV+OsVMfSjwe55EYxEpqF/fFB98Qh7jEj7cL+8GX+NmuE+pCLLbEpl2IkWvLOaJNKE8++aQ/l/F8aZ/JE7bYqMP33nvv9ec+xMNGXVKhHe1Dn2wZA4X9RYsWGYV9/PAnToiNnZI5TuphOWvWLP+zRf2vfvUry5UbsemDeBT2sdFfvDAe6kN5880349XaF4GyJFDX1NRkbZWyzFxJtSJQjQaWNSdPnmz88s/2y5dxU4+wOPzww/0zazy/hv3hhx/2Nx72Mws3VW4IDQ0N6efdjjrqKONGQbzgzy/3mTNnGs/BhWfiyGv06NF23nnn2b777mtDhgzxMTimLrSNb7lxUMgtxBk5cqRxU8UefLmR//73v7cTTzzRj4V+ly1b5vMKPklbhOwhhxzi2xA/qR03fm56Q4cObeHXp08fv5xJG5aV2RIDHkl9EefnP/+59e7dOx3ntNNOs1WrVnmBANvQDpHNuZk4caL3Zfz098QTT2Q9N7TNZzz40eff//53+8QnPuHjk8fmzZstfu7zyXfs2LF+1nbevHmETZcVK1b4JXfyx8i1wXjyvda4Hrgusl0nXF/PPfdci+uLa54+6Is+sxXa8kgAY+Z8wRYeXEPxNoyf877HHnt4RvhyDTz44IP+bWeWs4nBueecU48tHiPsc63SLh6LNtQzRtrCksI+OQ0cOND3Q1uOsVOSrn/O3auvvurPJ9xOPvlky5ZbW+MiJ67FzJ9z4vFHFnX4qIhAuRLQTFq5nhnllSbADQDRwM2ev6gzxRq/aLmZcVPgJkFDbjY8x8bzbNzEsGUW7NTjhz/1tCcO8UJcBNKxxx5r3GzxoRxzzDHGjYf9fAv+3PhCX7SbMmUKGy8C/E70wfJuPD79cjPj5QlyilwS/4cT+YfK0I4bIzbaPv/880Ys8sBGwe/QQw9lN+8yY8aMVnEYH3nDFLbxYORFwcb42ccPAYQtqbQ1nngb+iUutqQ88smXdgiXTM6INpbbESUw5NrgGmEM9Ee/XEOMJ3Pc1OcqiAxEVeb1xdjpg77oMylGaMvYyR0fciEWW45DYfyMAREfbPTBPmKYbb6FceLLLDdbCiwo7Gcr5Mh1F88t6frn5/xd73pXXs8/5jMuzgnCL86FXODGz1q2fGVPE9BOCQlIpJUQvrrOnwBCgr+qg1hjVoCbFBG40fNLOPzCx0bhpsQv4cxZBeooc+bM8UKD2ByHwi9w4m3ZssXwIc7w4cNDdae33HjDkguzJdyEN2zYkI6b1F88p7Rjwg6xmDUI8VlyYqYQO5y4wYYZoYTmeZkQfQiLpDhwIn+4hWCcg/gNHXv//v3ZWHzc3pDxQd7ZxhNcEVbwCcdsyYF+OfftyZdrCEbc2IlD/4i2UaNGedEAQ64N/KgPJd5fsOWzRQAyqwi3TH/4kgt9ZtZxTFu29M02lJ49exoxw3EYPyIqLpCCH/XBN59t6C9zBjiftvi0df1z3kIf+Gcr5M112Na4uBZzXSPZ4ssuAuVAoK4cklAOIpAvAQQVy1r8EmdWiJsoN3q2CJ4gTtgy64Y9KTZ2xAsiBt944SZCG0QaPizpxW9u1HWkICp5xubFF1/0yzcs9yA6uSl1JF5mG5a+mGVEUBCbwmxM8IMT+0Egsd+RgnBgtqMjbdvTpq3xtBlrl0N78kUscW1xY6c5Yo32QWTCkGunPdcacbIVhEa2urbstEWMIbZy+ZI/54tl/Ph1zrWCiM3VNqkOQfyxj33MC0F+xogZfmaS/IMt3+s/nzERM59xca74GcZfRQQqkYBEWiWetRrPGcHEX8/8kmaWAdGBDcGDMMksYVknjg1/xBciJtOfY56bGTFihH/mKt6uo/vcLBCVLDUSmxtdR2MlteMmybIsDJLGSxs4FUIQImIKEYecspV8xpOtbdzOs4LtyZfrApHLDA0iCLHGOeOPA+LCEB84c51klmzsaZtUCn0dJPURxk9umflyzBJkUrtcNhjwlSy052cRAUjJ1qYrrv98xkWe/Jxny0t2ESh3AhJp5XeGlFGeBBAK/KKm0CQs/7CfT+EGGW7G2fzz8cnWNh87OTPLkY9ve30QGYwvtOsop9A+bJm5YbYDARNsYYtoRjyzVBdshdpmjifEZYzUhWO2zJDCFVHV3nz3339/Qhhv/xE7PpZCMfQdRB+ISHjBLTps8T986Y/ZvRYVuw7IK6ktsbDvcrNc4w8+ndki/vhjJ/Mc5BOzM9d/vuPK9jPMNYJ4zCdP+YhAqQhIpJWKvPrNiwB/nVPiziyb8DYcD3LzC5jCPrMvlODLL2Cem2EbbPFtuBlnvmVIDAq+PGiNIOFttvhNiLjhONeNlhiU8Bc9N/3QjnHw1ij1nS2IEWJw02NLgVt87HBiPIyNOnwo5PHCCy+wm/4+ungcXxH7YCw8KM/MHUuSoYpxwYWZJ2ZXgr0j23zGE+IyxszxcH2QBzNg7c0XTjzDNG3aNL+kx7UV+qKOYxhSgp0cGDvbYMvcJl0ncCJPrkHOQ2jDeOALZ/IP9viWPBBx9At76uifGVsEKscU2tMPooS42EKJt81X9JBnuF6IQ99c17DhmMI+Nuo4JgdmtOI24uR7/SflRsx8xpX0c05ePHZAbrVTNNJKJCCRVolnrcZy5mbIcy+h8DwQX3/AX/ABBfsUbkLBj2duuAHyyzz4xbfcSHi2Bhu+oR39cQPETluWdbhph+dv8OPhcdrjgy83S/LimTNuPtgzywc/+EF/0w9xuJkeffTR/msfMn3be4wYgQm5kx+FmRZmOOKxuKmxVMfNER8KAoGvE8GPMTGeEAee2DML/fHVCNx0iUFhXLTtyPJZUvx8xkM7xkje5EDhPPAVFvE82psv7IjN0ifXAPuhcJ1RYEN/FK6fXNcabWGTdJ2QJ/mSN7EoPAsHX/KmbVIhr+OPP77FNcXXohx44IH+K2HibZLOO/3wT6vBDl/i4YeYoy4uwKmPF74iAx9KOO8wCT5BGFEHG0RRZ67/bLmRb+b1TE7xcTE+vs6Gn1lyoZ4/uni7k7ghZ21FoBwJSKSV41lRTmkC/OLnuZfMwi/ntNOuHWy5/IiV+TwYv6QRYfF2HGPfFdZvuJHGfTj2FdEHvrShnjdQs91Y43740mbSpEnp71qLQhk5YseX41CwZ+Ye6sI2c/wck2dmPPIjT3KgsI8txKEv7BT2sSfF4eZHTviFEvxpQyEuPmw5DoVj+iXHYMvcUkfcUDjOzINjCv0GP7YcZ8bLJ9/Qhr6yxcEn1OMTCjbqshXOKecCf8YOg+BLvthDgRn5hvps23hM2hJ3t9128+6Z7emPevxCoV/vvOuDMYQ6uO4yt9jkE4e+GQOx2HKcmSss8r3+SSBbbu3NJ+REO3LLZEBfKiJQLgQk0srlTCgPERABESgAgfBMGsurBQinECIgAiUkUMc0dK4SfwC1hHlWYNdKWQREQAS6jgC/t1mS5Dm00As2njNj6ZWZp2DXVgREoDIJ1PHXVq4yePDgyhyZshYBERCBKibAw/R8B1h4zopnrXgGjGffsi1VVjGO2hmaRlpTBLTcWVOnW4MVARGoFgKZz3jxrBVFz1hVyxnWOETATCJNV4EIiEAxCKgPERABERCBdhKQSGsnMLmLgAiIgAiIgAiIQDEISKS1RVn1IiACIiACIiACIlACAhJpJYCuLkVABERABGqbgEYvAvkQkEjLh5J8REAEREAEREAERKDIBCTSigxc3YlAZRNQ9iIgAiIgAsUiIJFWLNLqRwREQAREQAREQATaQaBmRFo7mMhVBERABERABERABEpOQCKt5KdACYiACIiACFQoAaUtAl1KQCKtS/EquAiIgAiIgAiIgAh0jIBEWse4qZUIVDYBZS8CIiACIlD2BCTSyv4UKUEREAEREAEREIFaJFBpIq0Wz5HGLAIiIAIiIAIiUIMEJNJq8KRryCIgAiIgAnEC2heB8iQgkVae50VZiYAIiIAIiIAI1DgBibQavwA0/MomoOxFQAREQASql4BEWvWeW41MBERABERABESgggmUSDXZZwAAABAASURBVKRVMDGlLgIiIAIiIAIiIAJFICCRVgTI6kIEREAERKAIBNSFCFQZAYm0KjuhGo4IiIAIiIAIiEB1EJBIq47zqFFUNgFlLwIiIAIiIAKtCEiktUIigwiIgAiIgAiIgAiUnkDnRFrp81cGIiACIiACIiACIlCVBCTSqvK0alAiIAIiULkElLkIiECKgERaioM+RUAEREAEREAERKCsCEikldXpUDKVTUDZi4AIiIAIiEDhCEikFY6lIomACIiACIiACIhAwQh4kVawaAokAiIgAiIgAiIgAiJQEAISaQXBqCAiIAIiIAIZBHQoAiLQSQISaZ0EqOYiIAIiIAIiIAIi0BUEJNK6gqpiVjYBZS8CIiACIiACZUBAIq0MToJSEAEREAEREAERqG4CHRmdRFpHqKmNCIiACIiACIiACHQxAYm0Lgas8CIgAiJQ2QSUvQiIQKkISKSVirz6FQEREAEREAEREIEcBCTScsBRVWUTUPYiIAIiIAIiUMkEJNIq+ewpdxEQAREQAREQgWISKGpfEmlFxa3OREAEREAEREAERCA/AhJp+XGSlwiIgAhUNgFlLwIiUHEEJNIq7pQpYREQAREQAREQgVogIJFWC2e5sseo7EVABERABESgJglIpNXkadegRUAEREAERKCWCVTG2CXSKuM8KUsREAEREAEREIEaIyCRVmMnXMMVARGobALKXgREoHYISKTVzrnWSEVABERABERABCqIgERaBZ2syk5V2YuACIiACIiACLSHgERae2jJVwREQAREQAREoHwIVHkmEmlVfoI1PBEQAREQAREQgcokIJFWmedNWYuACFQ2AWUvAiIgAm0SkEhrE5EcREAEREAEREAERKD4BCTSis+8sntU9iIgAiIgAiIgAkUhIJFWFMzqRAREQAREQAREIBsB2ZMJSKQlc5FVBERABERABERABEpKQCKtpPjVuQiIQGUTUPYiIAIi0HUEJNK6jq0ii4AIiIAIiIAIiECHCUikdRhdZTdU9iIgAiIgAiIgAuVNQCKtvM+PshMBERABERCBSiGgPAtMQCKtwEAVTgREQAREQAREQAQKQUAirRAUFUMERKCyCSh7ERABEShDAhJpZXhSlFIygdWrV9vcuXPt9ddft+nTp6uIga4BXQO6BnQNFOwa4N7CPYZ7TfJdqPhWibTiMy9kjzURix8YfnjWrVtnAwcOtD333NOmTJliBxxwgIoY6BrQNaBrQNdAp68B7incW7jHcK/hnsO9p9Q3WYm0Up8B9Z+TwKJFi2zVqlU2btw4mzhxog0ePNjq6+vNOZeznSpFQAREQAQ6SqD22jnn/L2Fewz3Gu453Hu4B5WSRl0pO1ffIpCLAD8cW7dutUmTJlm/fv1yuapOBERABERABApGgHsO9x7uQdyLCha4nYEk0toJTO7FIcA08+bNm23ChAmaNSsO8qroRYMQAREQgUIRcM75exD3Iu5JhYrbnjgSae2hJd+iEVi2bJmNHj1aAq1oxNWRCIiACIhAJgHnnL8XcU/KrCvGsURaMSi32Ycc4gT4i6VXr15a4oxD0b4IiIAIiEBJCLD0yT2Je1OxE5BIKzZx9dcmgfXr19ugQYPa9JODCIiACIhADgKqKhgB7kncmwoWMM9AEml5gpJb8Qg0NDRY3759i9ehehIBERABERCBHAS4J3FvyuHSJVUSaV2CVUE7Q4C3aXr06NGZEGpb2QSUvQiIgAiUFQHuSdybip2URFqxiau/vAg4p+9BywuUnERABERABLqcgHOluSdJpBXy1CqWCIiACIiACIiACBSIgERagUAqjAiIgAiIgAh0BQHFrF0CEmm1e+41chEQAREQAREQgTImIJFWxidHqYlAZRNQ9iIgAiIgAp0hIJHWGXpqKwIiIAIiIAIiIAJdREAiLQGsTCIgAiIgAiIgAiJQagISaaU+A+pfBERABESgFghojCLQbgISae1G1nYDvpX4K1/5iv3qV79q21keFUngiSeesEMPPdSWL1/u87/sssvslFNOsU2bNvnjXB/4UnL5dKaO2JT2xqDN2LFj8x5HPvGJScnHVz4iIAIiIAItCZRcpD3//PP2sY99rEWRuGl5knSUH4EZM2bYpEmTDKERLzfccEN+ASrAi7HExWGhUibuokWLbObMmXb//fe3/Ge5CtVJQpxwzhC9CdUyiYAIiEBNEyiZSAuzTXfeeaf96Ec/sl/+8pe+sP/HP/7RmInCpz1nB3/adaXIIzZ90Fd7cpNvcQgMHjzYHn30UUNwhHLppZd2eefXXXddl4sbBM3tt99ut956q40YMaKgY0KcIWz59+kKGjgjGGIsLjKnTJliN910k11xxRXpWcmMJjoUAREQgZolUDKR9rvf/c5WrVplX//6123IkCHpE8D+d7/7XX+Mj9/p2IdaiUBVEXjqqafsyCOPNIRNNQ2MMe2+++523333VdOwNBYREAER6DSBkoi01atXG7NlZ599dguBFkbTu3dvmzp1qvfBFzszWMxWsB/KrFmz7JJLLjG2lIsvvtjeeOMNu/fee/3yKW3wpR0lvrR67rnn+nbUU6jLnCGjb2ZhqGPmjHpi08c555zTrtk+cokv63JMv5QQGxt5Bj/6ow6fUPAJ9YyBWaPAAB9y/sIXvtBibNiJS2GfAi/ah1gd6Ys4FOKGOMQkNnYKdUmxqSt2YSbq3e9+t4XZHGaOKCz1xXPhOTNme6ij8ExVKHG/+H5mPX3Fl16TnlejX+JT6I9+4zHj+zzr9uSTT9rxxx8fN/vZJ9oSg0IeLRx2HcT7wg8GVNEn7VnipFCHL3W5xkA+jCnEwZ9CW+zUcxwv5Mb1wQznQQcdlH6mj9m7Y445xhhfUrt4DO2LQOkJKAMRKB6Bkom0pqYmGzp0aNaRUocPoiOrU6yCGyLLJnvvvbeddtppfun05JNPTnv89a9/teeee87bWVo94YQT7Bvf+EYrMZNukLGDcPza177mY9PHHXfcYRxjz3BtdcgYGhsb031fc8019tBDDxniL+6MADz88MO9H8u+zDTGZxMRaIhb6hjDtddeaw8//LBt3rw5HiavffqmPXEYC41uueUWNr7k2xcijAbEoSCU28OVtsUsa9as8UtrcEMssHz4/e9/3xAk5IFoQQghwqmnTJ482S9lUp9PIcYFF1zgl/Foz1Ii4jDeFkHEcahnJunqq6/GlFhmz55t69atswMOOCBdTz/55IpwQgCRB/0h7DlPCCyWTV944QX/sgDiinr+MKGT3//+9/bMM8/4pWPaYrv88svZdKhwrcAbIfjyyy8b/dI/wWA8f/78vF68wF9FBERABGqBQF2pBtmnT5/EWbSQD8ue+ITjzm4RVhdeeGE6zEc/+lHjxjh9+vS0rat2GMsZZ5yRDs9Nir4XLlyYtrHznve8xw477DB2PZsPfOADRn7MpiH0EGjx2Ufifu5zn7OOcCIf2tMZQpObP6KwPX0xY7ZgwQI766yzCOMLS3GMjbwxMHuSr5jFv7MFEXbcccelXx5AvAcBFmIjhoI4YKntwAMPNJYSqWfJjfyZ8eGYgmhBwLCfT1m6dKnxB8bIkSO9OzNFX/rSl1o8jH/EEUdY6IP6iy66yJ599lk/M+YbZXwsW7bMBg4c2CJGPrki5H7zm9/4WV/6ISzniJlqhCrH2coXv/jF9LNvtGW2CxHXFbNdsIIZ7LLlI7sIiIAI1BqBkok0Zn8QHtmAU4dPtvr22pmZQ4yEduxjyxRKob7QW8bDzZ5lQWZpWDLN7GO33XbLNKWPaU/Oe+21V9rW2R1mNsiHwixeiJdvX4g6Zj8+9alP+eVl4mQbW4jd1dvMFwcQkoiS0C/1CIJwnLllxggxgijJrMv3mP4Qf4hFRGpSO4R6Z/ogZj65InrmzJlj5EKfoYSZPOLkKuQf2jADnMu3M3WjRo2yQYMGdSaE2oqACIhA1REoiUhjBsc5518cyEYUAeCcsyFDml8qyOZb7naWDhEyzIKxJHhHtFTKzF6p8ka4hFkc8qGwRNyRfBgH4yFGvMSXmjsSt9LbIIARUcw8IXIQO6Ua08SJE43lRXKJF3LMlhOzj8xCUh/adGapkzgqIiACIiAC7SNQMpHGUt4jjzxiLK9lpoyNOnwQdKEe4UZd/Lijs23MFnET5RmweLx4fHw6u7RDPJb+EEFhKTP0197typUr7a233mrRDCaZDOgTe3DMPCYflvTiy7/BN2zz6YuZSPy4iYd21bDl+a34eWe/I2NkpowZK57DyrWU2RlmbeXKDBXPsnHO29MPy78sA7c1e8bPUDxu5nG8Ltc+M35r167N5aI6ESgsAUUTgQogUBKRBheeCWPLm4iIIfYp7GNjP/iwzzNTLK3xFz7H+PEda+yHwnIgwiFpCZMXB5jRCr533XWX3w3Lh2HLTY8KhA3xMwUQS5IIIOrxa6sk5cTLAEnLnbliMavBG3HkxNjxZcsx+6EgankIG5EbcszsL3MMzKzxIkOIkW9fzBANGzbMyCH0RYy7777byI19ZmvK5e1O8mmrnH/++TZt2jS7/fbb067sI7LShjZ2uEbD9dWGa97VLNEithCMoVE+ufLsHc+/ZX4PGfmRZ4iVueUa4uct9IcvL1gEPwQoy8LMovLcG3ZeRECUsp+tMI6kZ8945s45Z4jKbG1lFwEREIFaI1AykYZ44YFyZstYCuR5Jgr7LAtSh084IQgH3sj83ve+559/uvLKKw2/zIfmeSCapR1ixUUZD+Uj3rBT+Is//h1tiBvi8WwW9bz9Rqzhw4eHFPyW540QguSZr/jgwXr6Iy4FQcMyoQ/Yjg+WzLh50jdxsjGgP4Qkz4fhRxeMny2FGb14HETWhz70IarSJZ++OD9f/vKXfZvQF/316tXLv/jgK4r8kfniAEKSh/6D2GgrHc7vAw88YAgS2lJoQwy2+ZavfvWr6ZcXEEg8pI9gyrd9ph/iBZE2ffr0dFW+uSKUEWqIfMZDefHFF3N+39qxxx5r8Tb8PH7yk59M983Oueee61++CXEZY1tLouQcntfjqz+CwOPng9ldxB+xVURABERABMxKJtICfJ5dij/LxD4iItTHt3FfvlYAvxtvvNH/U0DBDzHHzAdx8A92tggP7BTaI8ywh0I86ijE4Bg/tsEHYcINCx+2HIe6sMVGXeiffohDG8qZZ57pv74j1Gf6hzjUE4f6YMscA4Ix1IVtZn/EoR0l+LBPLhT6CDm1ty/8aU+cUOgv3g/1+AVbV20RAMwKsjQZL8zucPOn/m9/+1sLcYKdel7qCHnhF48Trws+iJj4V0gghCjUZ7aP+1GPH4X9UDLjBXvYIvAQTQihYGOb2Re5EptCfSgcx5lwHOrYckxhPxSOQxsY8YYqW5jhw5bj4IM//WOjDh9sFPZD4Zg2gQsCmhlsZuZCu+CrrQiIgAjUMoHiibRaptyFY+dZI5YcmR3pwm586GL25Tsskw9me1hVlAEUAAAQAElEQVTu5DvJSpkSy5t8bxlLj6XMo9B9MyaWVk899dRCh1Y8ERABEahoAhJpFXT6fvzjH7f48l2+kJblWZZlCz1TVcy+yukUIID+67/+K50Sszz8iw4sxbFMl64owQ6zZiwx8kW5CMcSpFDwLuHNowXx764reCcKWNUENDgRqGYCEmkVdHZZxuSZH577ovB83uc///n0F+AWcijF7KuQeXc2Fs9+Pf744+nnyXh2j5g8IF8OS3EsJ4ZlQvKq9ILwZGmZ5d5KH4vyFwEREIFCE6gJkcbzV5RCwyt2PJ71Cs99hW38eblC5lPMvgqZd2dj8ewXIohnpkKJP2PV2fjN7bUnAiIgAiIgArkJ1IRIy41AtSIgAiIgAiIgAiJQfgTaLdLKbwjKSAREQAREQAREQASqj4BEWvWd06oYEV94WhUD0SBEQATyISAfEShrAqW6J0mklfVlUZvJ1dfX27Zt22pz8Bq1CIiACIhA2RHgnsS9qdiJSaQVm7j6a5MAXyfCV1+06VgODspBBERABESg6glwT+LeVOyBSqQVm7j6a5PAgAEDbO3atW36yUEEREAEREAEikGAexL3pmL0RR+hSKQFEtqWDQG+o62xsdE2btxYNjkpEREQAREQgdokwL2IexL3pmITkEgrNnH1lxeBkSNH2pIlS6xUD2vmlaScREAEMgjoUASqiwD3IO5F3JNKMTKJtFJQV59tEuAvlj59+tjcuXMl1NqkJQcREAEREIFCE0CgcQ/iXsQ9qdDx84knkZYPJfmUhAD/aDxv0/DPBjHd3JVJKLYIiIAIiIAIBALcc7j3cA/iXhTsxd5KpBWbuPprFwF+OIYOHWoLFiywOXPm2Jo1a2zr1q2aXWsXRTmLgAiIgAjkIsCsGfcW7jHca7jncO/hHpSrXRt1na6WSOs0QgXoagJMM++zzz42cOBAW7dunc2ePdtmzJhh06dPVxEDXQO6BnQN6Bro9DXAPYV7C/cY7jXcc7j3dPX9ra34EmltEVJ92RDgB2bChAnGD88BBxxgKmKga6CLrgH9fOn3Sw1eA9xbuMdwrymXG59EWrmcCeUhAiIgAiIgAiIgAjECEmkxGNqteAIagAiIgAiIgAhUDQGJtKo5lRqICIiACIiACIhA4QmULqJEWunYq2cREAEREAEREAERyEpAIi0rGlWIgAiIQGUTUPYiIAKVTUAirbLPn7IXAREQAREQARGoUgISaVV6Yit7WMpeBERABERABERAIk3XgAiIgAiIgAiIQPUTqMARSqRV4ElTyiIgAiIgAiIgAtVPQCKt+s+xRigCIlDZBJS9CIhAjRKQSKvRE69hi4AIiIAIiIAIlDcBibTyPj+VnZ2yFwEREAEREAER6DABibQOo1NDERABERABERCBYhOopf4k0mrpbGusIiACIiACIiACFUNAIq1iTpUSFQERqGwCyl4EREAE2kegTZHmnGtfRHmLgAiIgAiIgAiIgAi0ScC53BqrTZHWZg9yqHoCGqAIiIAIiIAIiEDxCUikFZ+5ehQBERABERCBWieg8edBoG7p0qUWyrJlyyyp5BFHLiIgAiIgAiIgAiIgAgUkUDdo0CAbtKsMHDjQksqaNWtMRQx0Dega0DWwxtbo96HuB7oGdA0U6BpoS8/lXO50zplzzgYPHqwiBroGdA3oGtA1oGtA14CugQJeA22KNOdSQsy51tu2Gqu+oggoWREQAREQAREQgQoi0GomzTmJtQo6f0pVBERABERABEpIQF13JYE655zV1dWli3MSaab/REAEREAEREAERKDEBLxIK3EO6l4EREAEik5AHYqACIhAuRPwIs255tkzZtWcaz52zpX7GJSfCIiACIiACIiACFQ8Aedaaq5WIs0559/odK55W/GjrqoBaDAiIAIiIAIiIAK1QKDViwMM2jnHRkUEREAEREAERKAWCGiMJSfgXGvtlSjSSp6pEhABERABERABERCBGicgkVbjF4CGLwIVTkDpi4AIiEDVEpBIq9pTq4GJgAiIgAiIgAhUMgH/4kAlD6Bic1fiIiACIiACIiACIpCDgJ9Jc671w2o52qhKBERABERABESgDAkopeoh4JwzL9JM/4mACIiACIiACIiACJQVgRYizbmWM2rOtTwuq8yVjAiIQBUR0FBEQAREoDYJONdSaznXfNxCpNUmHo1aBERABERABERABMqPgERaJ8+JmotAORNobGy0+++/32655ZZ04Rh7Oecdz23dunV2zz332IIFC+Jmv884GM9rr73mjzvz8eLcTXbeT+fYojVbOxOmU20fmbHWpl43M10+cctsm7m0wS752TyjLjM4uZIzuWfW6VgERKDyCUikVf451AhEoE0CRx11lF144YW+9O7d2x5++GFD4LTZUA5FI3DFAwvt7udW2S1nT7BHLpvsyxmHD7W3lm+x/cb2jkTaOtvQuKNFPtMWbLZePersHaN6tbDroOIJaAAi4An4r+BwzplzzaWurq7FsffUhwiIQFUQQLAxkC1btrBRKQMCNz653NZs3mE3RwJt7OD6dEZTpwwyyqET+9razdvtzaWN6Tp2npm10Qu4/r26cagiAiJQwQScc62yr2tl2WVwrrXzriptREAEKpjA+vXrbdu2bX4EzKaxXBiWQ2+77bb0suIjjzxiTz/9tPfjg318acMxS4zhGBv7t+xaVqUtPhTa/eY3v/HLriF+Lv/Muueff54wOcvWrVt9/DAOcqMBedA/+6Fgo4TjfLbMYLHkGJYiT7rhLXsxWh4NbXPVh7r7Xlztly1DjLB8Sf2rixoiMTbQsoktZsoG9eluL8zZFLr0y7JL1m0zBFzaqB0REIGKJOBcsubyIs255EpG6lz2OupVREAEKovAjBkzbMCAAdazZ0+/7MnyZ1gKPfzww+3JJ580ngObOHGiLV261C+LIpzYR+CtWLHCD3j16tU2atQov8/yKfvEOfvss62hocGCUMIB38MOO8zOO+88Gz58uO83yZ9+4rGIh6AkHnGylZdeesmIj/9xxx1nL774oheb8THQlnExhilTpnCYV0FEfen+hTa4Tze/BMlS5PnvHW7XPr7UC6W26kMn9zy/ys47apiP8dUTx/qlTYTe+oYd1rhtp40c0CO4ttr2j2bKWPJEzNEfDg9OW6ulTkCoiEAFE3Auu8ZyzjV/T5pzKUfnUlurrf80WhGoagLMJoVZJgY6depUQ2whgMLyJ/Y99tjD+vTpY4sWLbKxY8diMpZFKYi5IUOG2IYNG7xwW7lypY0fPz4dZ//99/f+vXr1sn333dfmzJnjj/kYOXKkjRs3jt2c/iGnEIsG5Eff7GcriMsQn+3QoUNt3rx5xnho8/bbb7Px4+rRo4cXit6QxwdLjIioS44ZkfY+enJ/Y2aLZ8Laqg+NEHaHTOjrD9lOHNazxcyYr8jxwYxZWPJEqCHYpk7JPvuWI5SqREAEypSAcykN5lxq62fSyjRXpSUCIlAgAggdZpkoCDTCIrYQLMyocUxBYCGImPkKdgQbZeDAgTZ58mQvvhBT+DMrRhzKvffem36DFFHYEM2mMTOGX7zgS0nyp9/MnOJt890nV3wZDzN2QTCyRUBipz6fsmz9Nj9jNaB383Nf/aOZLWbW5q3aam3VZ+sjPHtGXB7+J042X+xxYReE4YHj+lClUrYElJgIdI5AVpHmnPMvD3QuvFqLgAiUK4H+/fv7Z9OYJcvMkRmzXtGMWBA4CxcuNGbNmF1DfC1ZssQQU/gQZ8SIEcYyJyIwlFNOOcWoz4ydy59+md2L58TyJLbMOLmOWdYM9eRNDL7Cg9wZQ6jLZ8syJDNp66NlyUz/8UPr/TJlrvrMNuGYr89gv38k+FjK5CUAjnOVIyf1M2bQ/vzmBhs9sIcFoZerjepEQATKm4Bz2fVWVpFW3kNSdiIgAp0lwCwYQotZrxCL58hWrVplQcgEgbN582a/RMgMFc+zvfHGG8bzXrQjzvbt2/1zYBy3VXL5ExtB9sorr6TD8Awd8dOGhB3yDrN27DOGsGTK8idxGSeikzEkhMhq4qF9Zrp4AzM48dD/nJVbjJmstuqb2zR/hUZof+KBg3w1W+LxcgJLmd4YfeBHiXb9//THkucf31hvCDZv1IcIiEDVEvBfwVG1o9PAREAEshLoFc2UHX/88f4h//C8Gg/cn3jiiRaEDIIKITds2LD0rBjPrBE0CDniHHvsscZzXyEOW8QSfpkllz/90n88FjmwBJsZJ37MM2g///nP/XLrc889Z8ccc0x6DPghKBui5VdEJ8fZCgLowjvntvgy2fXRDNq3TtnNf0VGeDOT7zP7zqnj/ExW/2gmLFd96GvP4T3tnJ+87WP/5KkV9u8fHuXbU8+M2M8v3NO/nPDxm2d7H/p6ZMY64/k3fCj48SzbwGjpFcGGTUUERKB6CaRn0pxrnm5zzrUYcVNTU4vj8j1QZiIgAnECvSIhxrIjz2HF7WE/1IclSpYsEUqZ9TzTFmzsZ/rRBluIwzb0iX94Di7EyOWfWXfooYfa6aefnn7xIMRgG/JHlPHmKP2yZfaM+nhhNg3BF7fF93nm64FL9/JvX/IGJwXhhDDqHwmxG88cn64L9tC+rXr89h7dy0J8tvSHPV6uPmm3dB/0T5/EzvTJ7D9er30REIHKIJCprZxLaS/nXPpxs7RISxqScynHsIyQ5CObCIiACJQzAZ5PY4YQ0dgrEq3lnKtyK1MCSksEuoAA2sq5lM7KFj6nSAuN1q5dG3a1FQEREIGKIcCX1vIWKV/FgUirmMSVqAiIQNUTyEdbZRVpzrk0IN7kSh9oRwREoFII1HyeLLOyBMqSa6lg9N+1VMo/71SqHNSvCIhA+RHgC8JDVs41a65gY+tFmnOpSudceh2USopzzn8pJPsqIiACIiACIiACIiACnSfAF24751oEcs6ldZhzrvlfHLAc/82cOdO/AZbDpbBViiYCIiACIiACIiACVUqgoaHB3nrrrTZH52fSsnk553yVc86mTZvm9/UhAiIgAiIgApVIQDmLQLkQmD59eosZs2x5pUWac82CzLnUfrwR3z2E8ovbtC8CIiACIiACIiACIpA/AbTU888/36qBc66VcGvzy2ydcz4Q3wL+pz/9ye/rQwREoJgE1JcIiIAIiEC1EPjzn//s/0k+xuNcSmOxn1TSM2lUOpdyds6l1Rz2UPjnWV566aVwqK0IiIAIiIAIiIAIiECeBF5++WWL/7N3oZlzzbrLORfMqRcHnGs2pGtiO86l6p1z9sQTT1i2f+4l1sTv6kMEREAEREAEREAERMDs9ddftz/84Q/pSTDnUtoqGxvnnLVa7nQu1cg5lw5kGf/99re/Nc2oZUDRoQiIgAiIQDEIqA8RqDgCzKA99NBDiXk716y3nHMtfNLLnc61rGjhFR04l6p3znnx9vjjj9vvfvc7fTVHxEb/i4AIiIAIiIAIiEAmAV4SePTRR/0qAng3KwAAA69JREFUpHMp/YSPc45N1uJcqt6LNOdSB8HbudSxc84LsmAPW+dSdp5Ru+mmm+yZZ56RWAtwtBWBbARkFwEREAERqAkCiLNnn33Wbr75Zv8MmnMp3ZQ5eOea7c65FtXOOfMizdr4z7lUQ+dS2+DunLOtW7faX/7yF/vf//1fe+CBB/wy6OLFi71oa2pqCq7aioAIiIAIiIAIiEDVEUDrIMrQPixr/vrXv7Yf/OAH9tRTT3mN5Fxr7QQE51rasWWWtEhzzrWYNXPOeV/nnN+GD+da2p1rPn7zzTftscceszvuuMO+//3v2zXXXGNXX321L9/4xjcsXr7+9a8b5Wtf+5pllq9+9avWVrnqqqvsqoTy3//936YiBroGSnsNJP1synaVXZXwO6ucbW39HlZ92/cqMSo+o0xNEY7RHG2VuE4J+0HHoGni5X/+53+M8s1vftOuu+46u+uuu4xHwfhXmpxr1kboJ+daHmOjONfa7pxL67GsLw7QOBTnmhtgc86xSQdxruUxlc45X++c47DFPgbnXNrmXGofO8W51LFzjsPE4pxr1d45Z3V1dYl255L9nZPdOTFwTgycax8DftayFefaF8s5+TtXXgw4t851ZU6K7ZwYOFdYBrmuW8vyn3PNOQQX55ptzqX2M+s4di5V55zj0BfnUvvOJW9xcs55rcJ+vDjn4octlzuda1npXPOxc65FQOecD+Rc8pZK55xv45zj0BfnnLf5g+jDudSxc83byJz+37lmu3Op/XRllh3nUn7OaeucGDgnBs61nwG/7HIV59of0zm1ca78GXDenSv/PJ1Tjs6JgXPNDLLIgrTZuWZf51L76cpox7mUzbnmbWT2/zuXsvmD6MO51LFzLjpK/e9cat+55C1ezrlWOgh7KM65sJsSac41G5xzeTd2zvlAzrXeOpey4eCc8zGdcxz64pzzNn+w68O5lC3zF8Su6vTGuZSfc7m36QbaEYECEqi0UM7l/jlxLrm+0sapfAtDwDlXmECKIgJFJOCc85rCudzbzJSca/aPa4+4n3Mpn2BzLnXsnAumdN8YnEvZnWu5jdexT3Eu5RP2nWt5XEcFxbnmisxj51J1zrXcxv2cy14X/JxzLQaSaec4FOeafePgnGu2B99sW+eafZ3TvnNi4FxpGHANl6o4V5oxO6d+nRMD58TAOTFwrmsZZNMBwe5c6/75nexcsz34snWutd25ZptzDjdfnGu971zK5lxqi6NzqX3nWm531bFJF+dSPv8fAAD///M/ehIAAAAGSURBVAMAIZk7vztCYW8AAAAASUVORK5CYII=" class="kg-image" alt="How to Use Claude for Job Search" loading="lazy"></figure><h2 id="why-prompting-matters-more-than-people-expect"><strong>Why prompting matters more than people expect</strong></h2><p>A lot of candidates try AI once, get a response that feels generic, and assume the tool is not that helpful. In reality, the issue is often the wording. Claude for job search tends to work much better when the request includes the role, the context, the experience level, and the kind of output the user actually wants.</p><p>That is one reason Claude for job search can feel very different from one user to another. Someone who gives it a broad instruction may get a broad answer. Someone who gives it a detailed prompt is far more likely to get something relevant and practical. The LoopCV AI Assistant helps close that gap by giving users a more structured starting point.</p><p>When candidates start using AI tools, many search for things like AI prompts for job search, best AI prompts for job search, or even AI prompts for job search Reddit because they want examples that feel practical and tested. These can be helpful as a starting point, but what we usually see is that the strongest results come from adapting those prompts to your own experience, role, and situation rather than copying them directly.</p><h2 id="getting-started-with-the-loopcv-ai-assistant"><strong>Getting started with the LoopCV AI Assistant</strong></h2><p>The assistant is designed to make the process simple, even for people who are not used to writing detailed prompts.</p><h3 id="1-open-the-assistant-from-the-sidebar"><strong>1. Open the assistant from the sidebar</strong></h3><figure class="kg-card kg-image-card"><img 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" class="kg-image" alt="How to Use Claude for Job Search" loading="lazy"></figure><p>Start by opening the LoopCV AI Assistant from the sidebar while you are already in Claude. This keeps everything in one place and makes it easier to move from idea to prompt without interrupting your flow.</p><p>If you use Claude for job search regularly, that convenience matters. It removes the extra friction that usually comes from switching tabs, copying notes, or trying to rewrite the same request several times.</p><h3 id="2-select-an-action-that-matches-your-goal"><strong>2. Select an action that matches your goal</strong><br></h3><figure class="kg-card kg-image-card"><img src="data:image/png;base64,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" class="kg-image" alt="How to Use Claude for Job Search" loading="lazy"></figure><p>Once the assistant is open, select an action that fits what you want to do. The built-in options cover common needs such as cover letters, networking messages, salary negotiation, and interview preparation.</p><p>This is especially helpful for Claude for job application tasks, because many candidates need support with the same kinds of writing again and again. Instead of starting from scratch every time, users can begin with a clearer structure that already fits Claude for job application use cases. It also makes Claude for job application more consistent when someone is applying to several roles at once.</p><p>The same idea applies to Claude for job interview support. A stronger starting structure usually leads to better practice questions, better follow-ups, and more useful preparation overall.</p><h3 id="3-add-the-details-that-shape-the-prompt"><strong>3. Add the details that shape the prompt</strong></h3><figure class="kg-card kg-image-card"><img src="data:image/png;base64,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" class="kg-image" alt="How to Use Claude for Job Search" loading="lazy"></figure><p>After selecting an action, fill in the important fields. These may include the job title, company name, years of experience, or any other details that help guide the final prompt.</p><p>This step is where the output starts to improve. The more specific the input, the stronger Claude for job application results tend to be. The same is true for Claude for job interview preparation, where context makes the difference between generic practice and something that feels closer to the actual role.</p><p>For many users, this is the moment when the assistant becomes especially valuable. It helps them include the details they might otherwise forget, and those details are often what make the response feel more tailored and more useful.</p><p>This is especially important for candidates using Claude AI prompts for job search, where the quality of the output depends heavily on how much context is included. The more specific the input - such as the role, level of experience, or type of communication - the more useful and relevant the final result becomes.</p><h3 id="4-click-use-prompt"><strong>4. Click Use Prompt</strong></h3><figure class="kg-card kg-image-card"><img 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" class="kg-image" alt="How to Use Claude for Job Search" loading="lazy"></figure><p>Once the prompt is ready, click Use Prompt to insert it directly into Claude and send it automatically. This keeps the experience smooth and reduces unnecessary manual steps.</p><p>For people using Claude for job hunting as part of a weekly routine, that smoother flow makes a real difference. Small interruptions add up quickly, especially when someone is already managing several applications, follow-ups, and deadlines. It also helps Claude for job search feel less like an experiment and more like a practical workflow.</p><h3 id="5-create-custom-templates-when-needed"><strong>5. Create custom templates when needed</strong></h3><figure class="kg-card kg-image-card"><img src="data:image/png;base64,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" class="kg-image" alt="How to Use Claude for Job Search" loading="lazy"></figure><figure class="kg-card kg-image-card"><img 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" class="kg-image" alt="How to Use Claude for Job Search" loading="lazy"></figure><p><br>Not every candidate works in the same way, which is why the assistant also supports custom templates.</p><p>Users can create their own reusable prompt formats, save them, edit them, and return to them whenever they want. This is particularly useful for Claude for job seekers who want their own structure for follow-up emails, LinkedIn outreach, role-specific messages, or personal branding content. Over time, this also makes Claude for job hunting more efficient, because users do not need to rebuild the same prompt format every time.</p><p>Custom templates are also helpful for candidates who rely on AI prompts for job seekers across different parts of the process. Instead of rewriting similar prompts for outreach, applications, or follow-ups, they can reuse formats that already work and adjust them depending on the situation.</p><h3 id="6-choose-the-output-language"><strong>6. Choose the output language</strong><br></h3><figure class="kg-card kg-image-card"><img src="data:image/png;base64,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" class="kg-image" alt="How to Use Claude for Job Search" loading="lazy"></figure><p>The assistant also supports multiple output languages. Users can choose the language they want, and the relevant instruction is automatically added to the generated prompt.</p><p>That added flexibility matters for Claude for job seekers who are applying in different markets or preparing communication in more than one language. It is a small feature, but one that makes the overall experience more practical.</p><h2 id="where-the-assistant-can-help-most"><strong>Where the assistant can help most</strong></h2><p>One of the strengths of the LoopCV AI Assistant is that it supports several parts of the hiring process rather than just one.</p><p>A common example is Claude for job application support, especially when users want help tailoring cover letters, improving short summaries, or refining messages to recruiters. Another is Claude for job hunting, where users may need help with outreach, follow-ups, or adjusting the same message for different opportunities. The assistant is also useful for Claude for job interview preparation, because more structured prompts usually lead to more focused practice and better-quality answers. More broadly, it lowers the barrier for Claude for job seekers who want useful support without needing to spend time learning how to write strong prompts from scratch. Across all of these situations, Claude for job search becomes easier to use because the structure is already there.</p><p>For example, candidates using best AI prompts for job search often focus on improving communication - whether that is writing a clearer recruiter message, preparing a more confident interview answer, or refining how they explain their experience. In these cases, structure tends to matter more than complexity.</p><h2 id="why-the-experience-feels-more-practical-with-structure"><strong>Why the experience feels more practical with structure</strong></h2><p>Without guidance, Claude for job search can sometimes produce answers that sound polished but still feel too broad to use right away. The assistant helps avoid that by giving users a clearer starting point and a more repeatable process.</p><p>That improves Claude for job application workflows when candidates need more tailored writing, supports a steadier Claude for job hunting routine when they are managing several roles at once, and makes Claude for job interview practice more focused and relevant. It also gives Claude for job seekers a more approachable way to use AI without overthinking every prompt. That is a big part of what makes Claude for job search feel more practical in real use.</p><h2 id="final-thoughts"><strong>Final thoughts</strong></h2><p>Used well, Claude for job search can save time, improve communication, and help candidates feel more prepared across different parts of the hiring process. The key difference is usually not the tool alone, but the quality of the prompt behind it.</p><p>That is why the LoopCV AI Assistant adds real value. It gives Claude for job seekers a clearer and simpler way to create prompts, build better routines, and get more relevant output with less effort. Whether someone is using it for Claude for job hunting, Claude for job application support, or Claude for job interview practice, the advantage is the same: a better starting point.</p><p>In the end, that is what makes Claude for job search easier to trust, easier to repeat, and easier to fit into a real workflow.<br></p><p><a href="https://loopcv.pro/">&#xBB; FREE TRIAL: Get Started with LoopCV &amp; Send Out 100s of Highly-Targeted Job Applications in &lt;10 Minutes</a></p>]]></content:encoded></item><item><title><![CDATA[How to Use ChatGPT for Job Search]]></title><description><![CDATA[Learn how to use ChatGPT for job search, from improving your CV and cover letters to preparing for interviews and writing stronger applications.]]></description><link>https://blog.loopcv.pro/how-to-use-chatgpt-for-job-search/</link><guid isPermaLink="false">69e60ed0d8ca988272df910e</guid><category><![CDATA[chatgpt for job search]]></category><category><![CDATA[AI job search]]></category><category><![CDATA[career advice]]></category><dc:creator><![CDATA[George Lambdus]]></dc:creator><pubDate>Mon, 20 Apr 2026 11:33:49 GMT</pubDate><media:content url="https://blog.loopcv.pro/content/images/2026/04/ChatGPT-Image-21-----2026--11_37_15--.-.-1.png" medium="image"/><content:encoded><![CDATA[<figure class="kg-card kg-image-card"><img src="https://blog.loopcv.pro/content/images/2026/04/image.png" class="kg-image" alt="How to Use ChatGPT for Job Search" loading="lazy" width="910" height="604" srcset="https://blog.loopcv.pro/content/images/size/w600/2026/04/image.png 600w, https://blog.loopcv.pro/content/images/2026/04/image.png 910w" sizes="(min-width: 720px) 720px"></figure><img src="https://blog.loopcv.pro/content/images/2026/04/ChatGPT-Image-21-----2026--11_37_15--.-.-1.png" alt="How to Use ChatGPT for Job Search"><p>ChatGPT for job search has become a practical option for candidates who want help with writing, interview prep, networking, and other parts of the hiring process. What makes ChatGPT for job search useful is not just speed, but the ability to turn rough ideas into clearer and more polished communication.</p><p>Still, good results do not happen automatically. Most people know what they want help with, but they are not always sure how to phrase that request in a way that leads to something genuinely useful. That is why ChatGPT for job search works best when the prompt is clear, specific, and structured.</p><p>This is exactly where the LoopCV AI Assistant comes in. Instead of starting from a blank page each time, users can open the assistant from the sidebar, choose a template, complete a few details, and generate a stronger prompt in seconds. That makes ChatGPT for job search feel easier to use in a real, everyday workflow.</p><p><strong><strong>Download our Chrome Extension to get access to the LoopCV AI Assistant &#x2192; &#xA0;</strong><a href="https://chromewebstore.google.com/detail/apply-tool/aleecdoflfiofldfpipjhcjoigokflmp?pli=1"><strong>Apply Tool</strong></a></strong></p><figure class="kg-card kg-image-card"><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAmkAAAGxCAYAAAA59CENAAAQAElEQVR4AeydCZwdVZX/z+0knX3fE0ISCBEQwiKyiSgq+sfAMMMiIusAgoDKODo6wuDgAuOKg7IIIrKIiCCKgAg4ooJsIiQBWUJC9n1fu7P2v7735b6ufl3v9evu12/98eG+qjr33HPP/VZ116/vrXqpu/7665tC+eEPf9hE+cEPftAUL9ddd13TN2/8WdMld73d9NH/fVNFDHQN6BrQNaBrQNeArgFdAx24BtBSaCq0VVxrsY8GowRdVme7/mtqavJ7YesPoo/08Yj9be6qbZFF/4uACIiACIhALgKqEwERyEbAa6lIU1Gf1lgcRCUch21apEV1FozsU8Jxo/Wy+Q39MamIgAiIgAiIgAiIgAh0ggCaCm1FiKC12KfEj71IixtwoMRt9SPeoVk0oKhUPQENUAREQAREQAS6mgCzaWir0E9cc8VtdaEibKmM73O8qccINioiIAIiIAIiIAIiIALtI5Donamt4tor7GedSQsRcVzRWB8OtRUBERABERABERABEegkAbQVGitbGOrSM2nBCWN8f2eT2eqGYNFWBERABESgZghooCIgAl1GAG2F5qKETuL72PxMGjuUeCX7FOyrNu1goyICIiACIiACIiACIlAAAkFbobUoIWR8v4VIS3JwFk2lhQptRaAyCChLERABERABEagoAnFxFhJPi7TMyszj0EBbERABERABERABEchGYOKwnnbUXv3txAMH2ycOG2pnHznMbznGTn22tuVt77rsMjVXOPYiLRzQPfsU9inxfY5VREAEREAEREAERCCTwP5je9tp7x5i+47p7avmr95i0xdstmdmbbTpCzcbx1RQjx/+HNdyiWss9imBB/tepMUNYZ8tDmxVREAEREAEKpeAMheBriQwpG93mzplkO01spe9trjB3lzaaEvXbbMNjTtty/bUI1NbtjX5Y+zU44c/7WjflfmVe+xMrRU/zvl2Z7EHtnP7Flv8zM/stTs/bc9f83579quH23PfOMqm3Xi6zfzll23hn2+zndsa02ltb9hgf7/2eFsx4/dpm3ZEQAREQAREQASKQ2DMoB72kXcOjATYDpuxsMEaIjGWT8/4vbKowTZu2WEf2W+gESefdtXuExdojLWODwoVFPYpYT9ssXVlWTf7eXvpupNs3hPX27o5L1r3Xv1swISDre+od9iWtUts1etP2oI/3WIv/eBkv08u2zattq0bVlrD8tkcqlQdAQ1IBERABESgXAkwA/a+yQPs9aUNtnjttnan2RRNsi1as83eWNJgxCFeu4NUeIOgscKW4bBPYT8t0jgoVVnz1l/t9Xs+b9s3rbHBk4+yvU//jh38bw/aO8+50fa/4Cd22JeftAMvucfGvOdM2964wc+qzfvD9aVKV/2WMYHe9XX+mYgP7D2gjLNUaiIgAiJQ+QSO2LOfzVrRaBujZc3OjIZl0dlRHOJ1Jk687T6je9vlU8fYKe8aEjen9hM+e3Z39q/vGWb/duwoGzWwR4JHaUxepAXFFlIIx2wpwd4V260bVtib0VJm047tNvnUqyOB9t1IqL3XXF235u6cs97DJ9r4D33a3vVvv7ERB51gvYeOb67v5N7VJ+1mj1w22W46a0InI3Vt871H9bIvf3S0/eKiPe3hKF9y/u1n9rK7LtjD/u1Do+zuT+7px/Gl40YnJsLF+utL9zIK+4lOMeOlHxhpD392cs6YMCMPGMaaZt1lDD89b6KPSb6H7dE3q29HKs49cpiddcQw+9T7R9j739G/IyHURgREQAREoA0CPPS/Y2eTrSnQ96iujuKgN4jbRtdtViPQPvbuITZyQHc7YlI/+/ihuYUaAu2cSKBNGdfHJgytt7Oje0ixhBpjpjCosGWfwrEXaeGAbbHLnEevtabtW23se86yIfsc02b3PfoOsT3/6Qov1Np0riIHHq688oSx/rXm/r262c7oh6Nh205zzhlTxE3WZIvWbPUjnjSil40d3Pqf8tp3TC+rj/5aWLlxuz379kbvm+2DGal3jukdxU95vCMSiJNH9koddOLzkIl9bUif7j7CwN7d7ODd+/r9Qn2sbdhh23Y0Gc85rNm8I6+wlxwzwm4/bw/72j+Pzcu/I06cjy98JCWkP/PBkR0JoTYiIAIiUDYE9o5mqhasTt1zkpI6PRJG152+u4XC79e27iHzo3j7RPedpHjtsQ3v391693DGf93rzA6b2M/OOHwoh60KAu28o4bbvtF46qIm0S3VuP8N3nWfshL9h0Cj66wvDuBAwamrSsPKebb69Sdt4MRDbNwHL87ZzcbFr9nCP9/aoix94b6cbaql8sPvHGhnHznUBvXpZmsj4XHXsyvttJtn2yk3zrJ/ve1t+8vMDbZpy057PVrX3x6Jt8F9u9mB0V8E8fHzwzFhWE9vmrW8MS3ovCHh4wPRcuGI6K8QhCBlcN/uduDufRI822eaMraPde/mbPWm7V4A8gPJD0T7omT3vuf5VfYvN7xl5/10jn/1O7tnc83+u/Uxfqi78RNqXfPfsH7dbUrUD+ewC7vpmuQVVQREQARiBPieM+4L4c3NWFV6N9xvgoE/ys88YqhxL7Is/zVua7KGrTuN+Flc8jJzT3xo+lrbHMWiQV0k1A6Z0NevsiDKsFH4fXzB0SOMSQjEGbYVG7bbL/+22t9POS5GQWtR6Cts2adEqZtlGqkoRln24gO+m1HvPjm6YftU/HHSx4Inf2wL/nRri7L0b/d7V9ejl99W68eH9hlg/Xp2M2bAvv/EUvvFC6v9hcx4sX3r0SV261Mr7KX5m21dJOJ69aizSSNSggwfChchPyT8YL26qAFTzsIsGnHmrtxilPpIWPGXRs5G2Sp32fkhYUapMZoBfHb2RmPLdPRh0ezaLhdtREAEREAEypwAv8dXRSsyudJEIP3s2VV22T3z7bno9z2+vaKVHO5D7Gcr/AFP/Gz1+dr/OmujPfD3NbYuWl2hDX8cHzy+TzSjNswQaixnsqy5V3SvDAKNrwfh/sqEB21KXdBmLZQRBpJiS2G/K8uaWc8az54NmnREm91M/H+fs33PuTGxjDrkX9ps31mH3YfU+4cQ77t4kvE8GIV9nv9iliQe/4QDBtmPz5lgPC/G81psbz57gjEjFvz4i+LBT+9ld56/h/3zQYO9PzEf+uxkuyXyPSaaycKXb2fePVojZ4bsT2+stxfnbsKcWPjSwAXRkmc0Yxv9ZdDbT9kGx32jKWREFz9Y0xZsDubELT8gfH8NS6qvL2mM/qJoNJ492GN4TzsgY4YuMUAWI23796qLZtF22B9fX++3fSPxiT3ehOfWrjpxrN1/yST/7BpceI7t3bvE3CmHDLHb/nWiwQq+v444spRIjDjXEBfuN5wxvsX5uOak3Sz4cm5py+wj8XjOjmP64bz9JoqPnf7i5wYffKn73LGj7Kp/GmvkQr48N/iJw4biYpd9aKTR39B+qWVe8qFNvs/x+SD6EAEREIEyITC0b3e/epMrnev+sMz+luN+la0tq0LEz1Yft7e1T//3RbNirEDhi1Dbf7fexvImy5/c01x0wwxvmd4TTYCw0oRvsQuai0K/Yct+q+VOjPESd47bO7vftHOHbVm90Prttp/V5TET1mvo7jZwwsGtypbVC4xYnc0nV3tu4l88brS9Z1I/Y0ZpcSSElq3bZoie907ub1ccPyYtiPjnL85773AbPajeX8TzVm2JZoyabLfB9XbR+4a3etOkZ7RufvphQ/xMGXF3RsuViKRz3zPMmHmaMKw+WluvM96eeS1azsyVJ3X8BbB9R5MN7dctWodPPe9FPJ5Ta4ocZi/f0uZSJ+McFq3p88bNq4s2G4X9gdFy68EdXPJkSRPRxJIiPwRvLG00ttHPh/92anKM0vMcP/X+EfbuaGraooThB5fe0exg/57d7NRIoJ0RiZ8RA3rYig3bbE4009cYTWlne37g6Oj8nHfUMBsfLfXyFxX+/MAO6tPdP/A6Nzo//MVH36E+PNv3wWgGc3j/HrYkOte027Rlh3/W76xoyh4hSZtQEJDvHNvbf4Ej+fTv1c3+6cBBRv9Mn89btdW27vpSR46Jx19tob22IiACIlApBPr2rLOtO3bmlS7LmzzWgvO81VvbFG5bo/sX8fEvROG72JgdW70p9YwyQm3v0b2M+3oQaDwLd+ezK41Vo0L02Z4YbWmsuhAsOLKlBHtXbZsikdbUtNPquvfscBcbF79usx/6H1s+7eEOx8in4ccPHWoTops8Cv/mPy+3C++ca+ffPsfue3G1f0idOmbPEFV8qV+PaGlwerT0eF7kc8nP5tkXfjnfiwlE3dHv6O+FSOi3byQ8pi9oMHyJS3z6YdYFsRT8mMlqjNbrw3G27YtzNtnqzdutb3034w0X/BBWQ/p280ukL83PPhOHL4VlzfpoDEvWbbXn397kC/vdo6s7xMSvPYUlTZY2G6OlTr5pmrZsOWaszGJh4wd6SPRXGkLzt9PWGvzg8r3Hl3pRN2ZQD//yA0Lq0rvn2aej8pmfz7OHZ6yleavCLCQCb82m7XZtFAP/i+6aaz9/fpU9ErVhKp4lYxoinKj/xsOLObS/ztpgl/9qgV0c+WO/7emVxnIxgnC/sX28T/jg/LDsjO/1f1xmGyNBxxL1O6MZTPrivG5oTP2SeDk6B8T74f8tC821rSkCGqwIVDYBnivenvp1lnMg/D5nxYIlTv4oveGPy3P6U8kfs8Rnv1CFyYu7n1vl/4iOx2QG7e0VW/z9gPzidaXYb4oSotB32KZFGsbMEpwy7YU4ruteb3X1vW3jotc6HG7Dghm+bX2/1LKSP+iCj/HRciMzPswo/e6VdekeEGnL12/zs2vMrLBE2Df6C2NjdDN+9NV1xgOQOKPSX4jEDsJjRDRD9a7xqRku6vDlIcfgS/z5q7cY/TFbhA8FxR9pJHZzFmao5q3cavgHQcW2ZzQTxQwO6/S5AjDbxRQwooOlzuDLPjZmvDrytRnE7RsJUv6aeSkSsMRlyzEiar9oFgobggkhxA/pcfsP9EuF/MXzt0h8wnF9ww5j6Xf0wB5+CfH/7TfQP6vHM260zyxror+etkWzk4Mj4XfR+0YYS5j4PP3WBjY5C4J3arR0feOZ4+3eT+1pn/7ACD+ryXnoVc8Zam7+6qKG9FL081GuzNZxDnibttlLeyIgAiJQ+QS4lzEZ0dZI3jW+jwWB9j+/W9KWu6/ndybx/UGNfOTSWjlFWlfz6T/2nbZjy0ZrXDW/Q11tXPgP367fmH39tqs+6rgrR8FZDos26f8RVogKDIigbhFNbt38JRBmTaijLIyWSPlqCGajmKXCRknyjb8xw4sAiJJ+0fIZIpA2bRWWRZkyHjGgu31g7wG254iextLhPxY3pIVjthjMurGs2S0a80kHD/bPhPH8FPvY+IE7uJ1fm4Gw45k42DATxnNdxGTLMbnwYgN/dTFDxtT04rVbrX/vbv45vh9+Yrx/+ijmoAAAEABJREFU3otn/37xt9X21MwNkVAz/5bQpz840n9PHF9RQpzMwmzZ45FgZqly3JB6/2WFt5830X8PTqZv/JhZ0S9PHWM8G8hM37L12/2LGXCN+4V9ZgTDPtdFpAvDobYiIAIiUFUENm3ZafmItDDo9dHERdhva8v9kfht+bWnnokKnkHjZYF4O/6QZlKC54cz6+J+pdyPZEV0/46m2EgCNUdhP5TM42AvxHbY/h/2YTr6b29uXPQP6zlotPUZOcnH6eoPBEq8j971dYZwwMYMD1tKfXdnPJPEfig8k8ZFjQDbtLV5npiLJNJDwc0vhbKchoEbPbNNCEEuXJ5vYlaJulxlxoLNtjZa8uwT5cesFyKDPv+xaHOuZr6OixkhiaBEbMQLNvLl+QLG7hvk8cFSJjk0Rb6ImXhMjrEz0xW+4uPJN9bbJ++Ya1dHy47MoEXN/PN5PO9H2+8+ttQuvGOOf016eTSTyfLoae8ekvWlhlv+ssLOvW2OfwOWZ8OY0Ts+miFjFo7YSYXn0Ti3TIH/xy8X2GejJdW/vLnBduwg26QWsomACIhAbRBYtWm79evl5UPOAfMgPo+UtLHM2SJGv2hCgvgtjJ042D9apfn4oUNsSN9uPgr31TeWNNqiNdsM6cM9jdWyc44cZjy65J2K+JGpsTimkALbrJSpxKkry7D9P2J8Oe3Cp35q6+e+1K6uljx3rzWuWWSjDjm5Xe064jwnWrPm1rzf2D720WgJLsTgIfYRA3oYs2Gsa3PiN0Z/YXCRHRctwwUhg7A6dI++xhIeD7vPWNj8FRg8wM5sTTzm6EE9opmiJnt71/eZPTNrozH9ywXE7E78n84gNm+YXvDe4SGEseRJzsx88R1gPAu3LJoJYhku7ZSwg6Bj1osL97Fo9umUm2ZZvPC9Myx58mzZYbvetEwI08rEUiZLmssjQfXlXy1sEfOz98y3JWtTS8Y8C8eyaJgVYwnzqt8usjeXNvrlW4Qeb8KytIxwveOZlV6osTyKIE16I4g3KQ/fo5+fQfz1S2vstqdXGAKWV7B5OSKebFwsD4hm8ahjvCt2vWqOiGTGFHtnCuelM+3VVgREQARKSWBRtDKU9Ps2M6fTI3HEl9l++5Td7N28DJbpkHCMmCJ+QlW7TYdFv/tPO3So8X1oNEagvRLdf7kP8KIAj9Bwv6OOVR3ynTSiF4dFL9k0V1aRVowM67r3tN3edz5TeTbzV/9l2zYnP/ydmcvKVx+3uY9933oP38NGH3F6ZnWHj8cO6mH3XzypRfnKCWPtsX+sMwRG3551xnNNLNP95NyJ/k1DZsdejZYReXCdr8d4Yc5G/68BHLB7H7st8uF5pu9+bHf/5XwsgT4exWI2KCSJ+HrvXv2NeMQ9+eDB/hm3Bau32uOvrfduv3wxWuJ7a4OPiyj7r+PH+H/a6f5LJtkNZ07wbxCSm3fe9fHa4kYvHv3sX6QwX49yjPe7y63FhmVM/Ddu2WG8EdOiMjp4NZqJ29C40/r27JZ11ipya/E/S5gsZWKcu3KLzVzWyG668MPIW54YmHY+KOLGXzR8Ncn1Z4w3vsqEN3FY8kV48hblNSeP8/+EF/W8BYsAXBPNHIY4xApln9Gpf0oLtvjzdRgIY8Q0b7ritzr6q5AtD/nfGp2z75w6znirlB9oRCtf30Ee8Rc58G9PYdz0SRveCCafK08Yw6FKpRJQ3iJQowR4yYpJCP44LiQCYvL7nPidjcvv638+aFC0qpWSOfw+f2neZrv7uZXGiharJLzUxQRLEGoseTLrts/o3p3tvmDtU9lnCYeyo2SpLoh51CEn2ahDT7VtG1fbjJvPsZWvPJY17s5tjbbgyVts1gNXWf2Akbb36d81vmcta4N2VjDD4S+SaJkwbPmKjOnR8uG3H13iXx3mIXRu3CMH9rB1DdvtwZfX2DWPLPYzNXTHd8Pc+ewqL+qYURs/tKf1iJY/md369u+XGi8G4BcKwg0R2C+aOiYuLzVPm7/Zrv+/ZdF07Fbvhrhiie/mP6/wrwiz7MiSKjNkW7bv9MLn79HF5513fcxYuNkQLhyua9hhbb3VyXhZxnTOoty3W9KD9bzpiaiKXFp8bQZ9ZCvMPg3u290LRoRjkt+rixqM2TCehRvZv4ctjWbcmMniW6dHDayPOO+w305b65crEa9bozHzfBn19d3r/MzhD/5vufFXUWb8RdGU9vrGHf4rUfBnGXpeJBb58l9m6vBnhm1h9Jchzx7yQwrbu6JzyFIrrJkthQ/nacs2zhCt2lc4h7+JrhUEIcJ+9KB6qwN2+8LIWwREQATKggB/+E8c3jNnLmG584v3L/T3z5zOUeWeUTze+o92O/U//27zCQcOtiAid0a/tplEuevZlEALwRFqd0a2t5Zv8Uuf2If3727FFGpoLAp9J5W0SMOJglPYst/lJbpRTTzu8zbxo1+w7ZtW21sP/Le9etuFtm7O341/dJ1/13P9/Gm26Ok77eUfnmIL/3Kb9Ru3v+1/wa3Wa/CYgqR3xQMLbep1MxMLdXSCyLrqwUXGP8WE7/GR/5k/ftt+/JcVxg0Yn1Duj2a++GeJTvhBKua/XP+Wff7e+fbSvOSvv0AsnPaj2b5/fK/49UIvPEK8sOUheL524p+jeCEH8vncL+a3ElXM3JADfmf8eLb/Go1dcRI3jIHnrvD/7D3zEn0wfvH+BT7Pi+6c60UkXzlBm8AJn3jhn9dgTPxTTff/fXW8Kr3PuBjHiT98y771+yX++a8wRhiedevb9pOnVnj/H/1puX385tkGf/o96YYU21ciUYoD33B9YsTn7J+87f9ZKPqkPXHwJy4Mee4Nf8qLczcZ4yEm5bJoCRYeX3tokZE7Ns71LZFIZvmX+PRD2zB+xDnHoSTZmUUlF+KRz1ejpdzgr60IiIAIVBIBVltYCWKZsBB5jx3cw3+lFXE7G2/Z+u3p+3L0N709H61w3f3cqsSwazfvsFv/stx44Y7ZNmbVNm3ZmZ7kSGzURcagvdhS6KbNL7PFqRhl1LtPsf0/+VMb8o73Gi8EvHbnpfbcN46y564+2v7x00/Z/P+70Vy37rbXyV+z/f71ZqvvP7wYaakPERABERABERCBBAJMMPBSHCtBZgkOeZr6s5IUrS4QL88mOd34XjQmCBBrz87aaHxjQK4GW7Y32R1/XWm8dDd31VZjdo1ZtlxtilWXnkkrVoe5+uEtzXd8/Dt2yBcetcmnXG27ve8C2/0DnzJsB33mPjv4s7+2Yful3gjNFUd1IiACIiACIiACXUuAxzf+9OZ623tULxvUp5t15L/BfbsZzy0Th3gdiZHUBqHGo0ispiTVZ9oQaj+NhNr/PrG01ZfeZvoW8zirSGOqjVLMZEJf3XsPsKHv/KCNe/8FNva95/rZtV5Dxpl/xc/0nwiIgAgUjoAiiYAIdJzA4rXb7PF/rLeRA3rYxGH11j1PrcazubwsNqJ/D9+eOB3PorJborUoSaPIKtKSnGUrHAGeaTox9uxU4SIrkgiIgAiIgAgUjwAzYDxbzBLhfmP62J4jehovf1nCf3yDwKSo/p1je9uStVv9P89H+wRXmSICaZEWVFzYRnX6v6wJKDkREAEREAERKB8CPPTP8uLMpY3+zUq+1ujQiX3tyEn9jC3HvCnPd1/ygh3+5ZN9eWQSNFjYepEWDpJSzFWX5C+bCIiACIiACIhAhRIoQNp8zxlf4/TgtDXGd5Hd+cxKv+UYO/UF6KYqQuTSWNR5kZY0UiqT7LKJgAiIgAiIgAiIgAgUjkA2zZUo0rI5Fy4dRRIBERCBghJQMBEQARGoaAJJ2itRpFX0KJW8CIiACIiACIiACFQBAYm0Up9E9S8CIiACIiACIiACCQQk0hKgyCQCIiACIiAClUxAuVcHgRYiLXM9NPO4OoasUYiACIiACIiACIhAeRDI1Frx4xYirTzSVRYiIAK1S0AjFwEREAERCAS8SIurtlChrQiIgAiIgAiIgAiIQGkIoM3q+ChN99XVq0YjAiIgAiIgAiIgAoUk4GfSChlQsURABERABERABApCQEFqnIBEWo1fABq+CIiACIiACIhAeRKQSCvP86KsRKCyCSh7ERABERCBThNIFGl6Tq3TXBVABERABERABERABPImkKS9EkVa3hGrz1EjEgEREAEREAEREIGyINBKpCUpuUcum2wqYqBrQNeArgFdA7oGOnINqI2um+RrIFMJZmqwViIts4GORUAEREAEREAEREAEik9AIq34zNWjCFQMASUqAiIgAiJQOgISaaVjr55FQAREQAREQAREICuBKhVpWcerChEQAREQAREQARGoCAISaRVxmpSkCIiACIhAyQkoAREoMgGJtCIDV3ciIAIiIAIiIAIikA8BibR8KMlHBCqbgLIXAREQARGoQAISaRV40pSyCIiACIiACIhA9RMob5FW/fw1QhEQAREQAREQARFIJNCmSMv89tvEKDKKgAiIgAiIQIUQUJoiUC4E2tJYbYq0chmI8hABERABERABERCBWiIgkVZLZ1tjrXACSl8EREAERKCWCEik1dLZ1lhFQAREQAREQAQqhkBRRFrF0FCiIiACIiACIiACIlAmBCTSyuREKA0REAEREIF2EZCzCFQ9AYm0qj/FGqAIiIAIiIAIiEAlEpBIq8Szppwrm4CyFwEREAEREIE8CEik5QFJLiIgAiIgAiIgAiJQbALtEWnFzk39iYAIiIAIiIAIiEDNEigrkbZ69WqbO3euvf766zZ9+nQVMdA1oGtA10DVXwP6Xa/7XXlcA2gPNAhapFxUYVmINIAAZ926dTZw4EDbc889bcqUKXbAAQeoiIGuAV0DugZ0Dega0DXQpdcAmgPtgQZBi6BJ0CalFmslF2mLFi2yVatW2bhx42zixIk2ePBgq6+vN+dcqdmofxHISUCVIiACIiAC1UHAOee1BxoELYImQZugUUo5wrpSds7gt27dapMmTbJ+/fqVMhX1LQIiIAIiIAIiIAKeAJoEbYJGQat4Y3E+WvRSMpHGNOLmzZttwoQJmjVrcUp0IAIiIAIiIAIiUGoCzjmvUdAqaJZS5FMykbZs2TIbPXq0BFopzrr6FAEREIFCE1A8EahCAs45r1XQLKUYXklEGoq0V69eWuIsxRlXnyIgAiIgAiIgAnkTYOkTzYJ2ybtRgRxLItLWr19vgwYNKtAQFEYEOkVAjUVABERABEQgJwE0C9olp1MXVJZEpDU0NFjfvn27YDgKKQIiIAIiIAIiIAKFJYBmQbvkH7UwniURabwt0aNHj8KMQFFEQAREQAREQAREoAsJoFnQLl3YRWLokog0MnFO34MGBxUREAERKCcCykUERKA1AedKo1lKJtJaI5BFBERABERABERABEQgEJBICyS0rXACSl8EREAEREAEqouARFp1nU+NRgREQAREQAREoFAEShxHIq3EJ0Ddi4AIiIAIiIAIiEASAYm0JNEDjkMAABAASURBVCqyiYAIiEBlE1D2IiACVUBAIq0KTqKGIAIiIAIiIAIiUH0EJNKq75xW9oiUvQiIgAiIgAiIgCcgkeYx6EMEREAEREAERKBaCVTquCTSKvXMKW8REAEREAEREIGqJiCRVtWnV4MTARGobALKXgREoJYJSKTV8tnX2EVABERABERABMqWQM2LtOXLl9uhhx5qN9xwQ9mepEpMTDmLgAiIgAiIgAh0jkBFi7QgsMaOHWuhTJo0yWbMmNE5KmqdFwE4w/uJJ57Iy19OIiACIiACItAJAjXXtGJFGsLgoIMOsquvvtoWLVqULh//+MfL4iQGAUmeZZFQJ5O47LLLjNLJMGouAiIgAiIgAp0m8Oabb1p7S6c7LUGAihRpmzZtsptvvtlOOeUUO/bYY1tg+8Y3vmFTpkxpYdNB1xCA86xZs1qdg67pTVFFoIIJKHUREIGCEhg8eLD97Gc/s2uvvbbNgh/+BU2gSMEqVqTNnz/fJk+eXCRM6kYEREAEREAERKBcCIwYMcI+85nPGNtcOVGfj1+uGKWsq0iRBvQjjjjC7rjjDmNZsS2ALNOFZ9bY5rMEGZ63wp/CrB0zePG+6JuXDqgPhRcQ6I+lWJZhzz33XP+8HLZ42/h+Upy4f6gnb+KHvngejDzjsZL2421om61dpt+hhx5q999/v8+fLYX2jJmc6JtY5BXvl2P8QsEH37gP46Ngpz74kkPcT/siIAIiIAIikEQALZBLgLVVnxSz3GwVKdKAeMUVV7AxxFC2GzuiCnGFWJo5c6Z/bu322283hBNCwgdI+KDuuOOOs5tuusm3oS1u55xzjhGTfcTFkUceaYhF4lMeffRRGzBggF133XX28ssve3FDf9Rho11Sue+++1o8W0ecRx55pNUbp+RNe+JRpk6dahdccEFOoYqYIn8KbShJ7RBM3//+942+8aHA7uijj/YM2Kdgf+GFF7L+9UKciy++uEWcz33ucwZPuJJ/KIi+r33tazZ9+nTfB6yuueYay/QL/tqKgAiIgAhUA4HCjSGbEMtmL1zPxYlUV5xuCt8LJwCxgHDgxs5MTKZYe+aZZ2zatGn2la98xfr27euT4Bk22vBMWxBcvmLXBzbq8MEXM22JQSxi4oO4QOzExRfPaJ111lk0aVe59NJLWzzXRRxiI6zigcgJ32A7//zzbfXq1V7kBFvmFk7kyBhCHe2ampps6dKl3oQoQhQ+8MADLZ7n++IXv5hVjPmGGR8IV/hkxiFncocr7EIzztmNN96YPjdB9D788MPBRVsREAEREAERyEmA+1x8Ri3zOGfjMq+sWJEWuCJAmN1BBCDWmMkJddzsETuInmBjy7NsPNMWFwzYKbNnz7Z58+YZQobjUEaNGmVDhgwxhBM+CLbjjz8+VHd6Sy6MAeFCYZaJcWEPwTP7i+cUfLJtEWLEpTCrtXjxYlu2bJl3h9OBBx5oe+65pz/u6MdTTz1l48ePT4xD7jCDXYjPLCQ/TOEYIUl+meMO9dqKQKkJqH8REIHyJMC9JAi1sC3PTNuXVcWLtDBcxBrLZYgbBAnihps9x9z44wUxF9plbhEuCBiETLwNy6rEwx8ftiNHjmTT6YKwRDgec8wxftmPfhBsnQ4cBWB2i2e+WB5mCZbYLGn27t07qjW/fIuNsSKSvLGDHwjYDjZVMxEQAREQARHoFAGE2pVXXtmuFaBOdViExlUj0mAVXy5DcCA8EDuIkMzCUiknlHbxgvAaM2ZMi2eq4m1ZusOnUK/zIihZakQ4ETueS2f3EaqpZdmplm28gVNn+6I9QpOtigiIgAiIgAiUgkB9fX0puu2yPqtKpAVKQSywffbZZ3M+WB/ahC1LiM45Y+ku2DK3+fhktmnPMQ/7k3d72rTHl7E1NDSkm3SEU7pxbIc4mUuaobpQS6ohnrYiIAIiIAIlJqDuu5xARYo0RAwzZGzjhC6//HLjWbNTTz3Vm8P2kksu8ct63hh9MHtFiXZb/c/sGm9xsiQa92FW6lvf+paPgw//0gE+8ZcVWFq86667fExmqHbffXdDnHhDlg9m5ahCOLGlEJvZO/Y7U8iB2UQEX2BFjrzFGY/LW6PkynNjwY/6b3/722mBiwCLx6E+s/CiBc8AnnTSSS3+aS4YMVvIyxfklNku2zH8yZ8tPsRh6ZYxJB1jUxEBERABERCBaiFQkSIN+IgxnhPjJh4KwubJJ59Mr0cjpjjGH5ER/HjLkKVR7EmFZUeeb0O8hDa0P/jgg9NvIiJIWKJE8AQfxMkBBxzgQyJGLrroovT3jPHcma/I+OClBr7qA8EX4iCWEKEZrh06JC4CLLBi+RMhGZ5JIyi58uweD/IHP3KBJwzxCYKX+vA9adgzC88Ghq/cIAaF77PjrU/GmumvYxEoAQF1KQIiIAIVQaAiRRrCgWesEBHxgtBAcMTJc4w9m1+IhTCLt0OExduwjy3ug+jgn0WijsI+tuCDP3YK4iXYM7dxP3w5xp+8yT/kiD3eNtgzc4/70J44xKWwjxgj18x49IlPKByHWKEv6mDPMWNNikM++IUS/EMstsSmsB8v2MiRvMmPGGzxIS790W/SMTYVERABERABEagWAhUp0qoFfrvHoQYiIAIiIAIiIAI1Q0AirWZOtQYqAiIgAiIgAq0JyFK+BCTSyvfcKDMREAEREAEREIEaJiCRVsMnX0MXgcomoOxFQAREoLoJSKRV9/nV6ERABERABERABCqUgERaCU6cuhQBERABERABERCBtghIpLVFSPUiIAIiIAIiUP4ElGEVEpBIq8KTqiGJgAiIgAiIgAhUPgGJtMo/hxqBCFQ2AWUvAiIgAiKQSEAiLRGLjCIgAiIgAiIgAiJQWgIlE2lNTU2lHXnne1cEERABERABERCBGiBQKs1SEpFWX19v27Ztq4HTqiGKgAiIgAiIQHsIyLccCaBZ0C7Fzq0kIq137962adOmYo9V/YmACIiACIiACIhAuwmgWdAu7W7YyQYlEWkDBgywtWvXdjJ1NRcBESgnAspFBERABKqVAJoF7VLs8ZVEpA0ZMsQaGxtt48aNxR6v+hMBERABERABERCBvAmgVdAsaJe8GxXIsSQijdxHjhxpS5YssVI9jEcOqaJPERABERABERABEWhNAI2CVkGztK7tekvJRBqKtE+fPjZ37lwJta4/z+pBBERABESgmATUV8UTQKChUdAqaJZSDKhkIo3Bjh071nhbYtasWVr6BIiKCIiACIiACIhAyQmwxIk2QaOgVUqVUElFGoNm8EOHDrUFCxbYnDlzbM2aNbZ161bNrgFHRQSKT0A9ioAIiEDNEWDWDO2BBkGLoEnQJmiUUsIouUhj8Ewj7rPPPjZw4EBbt26dzZ4922bMmGHTp09XEQNdA7oGdA3oGtA1oGugS68BNAfaAw2CFkGToE3QKKUsZSHSAgCATJgwwYBzwAEHWLuK/MVL14CuAV0DugZ0Dega6OA1gPZAg6BFgi4p9basRFqpYah/ERABERABEYgT0L4IlJKARFop6atvERABERABERABEchCQCItCxiZRaCyCSh7ERABERCBSicgkVbpZ1D5i4AIiIAIiIAIVCWBshNpVUlZgxIBERABERABERCBdhKQSGsnMLmLgAiIgAhUHAElLAIVSUAirSJPm5IWAREQAREQARGodgJlJdL+8Np6u//F1Z75E6+ts6nXzUwXb4w+SmHbuqMpnQf9R2lY3HbyjbMw5W1r2LYzHS+0jds+9qNUvCTbpi3NbYNf3Pbxm2f7XPK1rW/Ykc4ltI3bzvhxKl6+tjWbt6fjhbZx29k/edvnl2RbubG5bfCL2/71tjm+bb62Zeu3pXMJbeO2C25PxcvXtnhtc7zQNm676M65Pr98bQvXbE3nF9rGbZf8bK5ZFDHJNm/VlnTb4Be3ffrueVFLs3xtb69ojhfaxm2X3TPfx8vX9tayxnR+oW3c9u/3puIl2d5Y2tw2+MVt/3HfAp9LvrZ/LG5I5xLaxm3/eX8qXr62VxZuTscLbeO2Kx5Y6PPL1zZtfnO8K3+zyLfN1/b3eZvSuYS2cdtVv03Fy9f2wpzmeKFt3Pb1hxb7/PK1PTt7Yzq/0DZuu+aRVLwk29NvbUi3DX5x27ceXeJzydf2l5nN8ULbuO27jy318fK1PfnG+nR+oW3cdu3jqXhJNu513EsowS9uu+4Py3wu+doee7X5fhnaxm3X/zEVL1/b715pjhfaxm03/Wm5zy9f20PT16ZZ3fLnFb5tvrYHX17Tqm3c9pOnUvHytT3wUnO80BbbCT+Yaefe9ra9MGejz69cPspCpG1o3OHhzFreaO+d3N+zOXbfgfbIZZPTxRujj1LY6ru5dB70H6VhcduvLpmEKW9b7x516Xihbdz2y0+l4iXZ+vZsbhv84rZfXLSnzyVf24De3dK5hLZx292fTMXL1za4T/d0vNA2brvz/D18fkm2Yf2a2wa/uO2n5030bfO1jRzQI51LaBu33XpuKl6+tjGDmuOFtnHbzWdP8Pnla9ttcH06v9A2brvxzFS8JNv4oT3TbYNf3Hb9GeN9Lvna9hjeHC+0jduuO313Hy9f214je6XzC23jtmtPS8VLsu09qrlt8IvbvnPqOJ9LvrZ3jumdziW0jdu+eUoqXr62/Xfrk44X2sZtV5+0m88vX9uBuzfH+/o/j/Vt87W9a3zfdC6hbdx21T+l4uVrO3Ric7zQNm678oQxPr98bUfs2S+dX2gbt10+NRUvyXbUXv3TbYNf3Pal40b7XPK1HR3dW/j9TQlt47YvfGSUj5ev7Zi9B6TzC23jtn//cCreMTG/YPvQvs1tk2yXfWikzyXul8v2kf2a75fBL2779AdS8fK1fXT/5nihbdx28ftH+PzytZ1wwKA0qwvfN9y3zdd24kGDW7WN285/bypevraTDm6OF9pie+izk+1HZ02wKdHPNwleHv2xhUhmv5Slq0Ra3mNau3mH9e/Vza4/Y4J9Kjrx3DDzbixHERABERABERABESgAgV7RBAqFUAjvP0Qrej99eiWHJSslFWk/iqZMH56x1g++XzRD5Hf0IQIiIAIiIAKJBGQUgeIQGNK3uzFT/tEpA4vTYZZeSibSmEbkeZkzDx+aJTWZRUAEREAEREAERKB0BFjd47nl598uzbNqJRNp7xrfx648IfW8ROnwq2cRKA4B9SICIiACIlCZBLrXOQsvSxR7BCURaVu3N9ngaCqxT31Jui82Y/UnAiIgAiIgAiJQoQSG9utuB+3e13jzt9hDaEMldU063/n9EluybmvXBFdUERABERABERABESggAV5s5M3fAobMK1RJRNpbyxttaN8eeSUoJxEQAREQgSojoOGIQIUR6NndlSTjkoi0MYPqrb5EAy4JZXUqAiIgAiIgAiJQ0QT4wttiD6AkIu2aXV/2WOzBqj8R6CQBNRcBERABEahRAjubij/wkog0/rmU4g9VPYq2WYyEAAAQAElEQVSACIiACIiACIhAuRHInk9JRNp//ir1b9tlT0s1IiACIiACIiACIlA+BPgnxYqdTUlEWrEHqf5EQAREQAQKT0ARRUAEupZASUTa/mN7d+2oFF0EREAEREAEREAECkhg6nUzCxgtv1AlEWn8e1j5pScvEegKAoopAqUjsKFxh13ys3l245PLS5eEehYBEagIAiURaXpxoCKuDSVZwwRenLvJTrrhLeMvx1AQFgiMcsdCjuQa8s7cfuKW2bZojb5Mu9zPo/ITgYoj0AUJl0Sk6cWBLjiTCikCBSJwxQML7drHl9oPPzHeeFCW8ouL9rTBfbrZ+oYdBeolOQziCRH1yIy1yQ55WPv36mY3ntmc+4Hj+hiFcVB+fuGeNnZwfR6RyseFWTeEJwK0fLJSJiJQWwT4/VHsEZdEpBV7kOpPBEQgPwKIgTWbd9jNZ09oIWQQPleftFsLW34R5VUBBJSiCIhAmRIoiUjTiwNlejUoraojwKxYvrNSzGI9/dYGmzploCHKssFgNodZne89ttQ/W8VyYuiDGMyEYaPgh3+IlVmPLzbqiXHhnXNtXTRbh1ikPTbqKIwFG4WlWJZksXek0Cd9E4uSmSd9hUI9hZwYC74cU7DF+w9tyJt6Sj65EgffUDgmbuiPePNWbbGP3zzbM8dOPQyIH9rRP3YVERCBwhPg56zwUXNHLIlI04sDuU+KavMkILeCEpi2YLOPx9Kg32nj46+zNth5Rw3zS6JTpwzyz3n9x30L7IzDh3obSwMskX7p/oUWRMUfXl9v//7hUen6icN62tWPLPH1xLglmsEb2LubXXLMCO+DjTSC+CAm5fz3DrdrHllsiBTq21MQaG3lSbxpEY8jJ/Xzefh8oiVYRBIilhyw/eG1da1yoN0zszb6dvh9aN+BOXMln4atO9P+Xz1xrBEXYYZYZukWDuOH9jSWnTnGzthZlr586hjfljpmQQMrxqAiAiJQ2QRKItL04kBlXzTKvnoJDOrT3QZEIimfEe4zurcdMqFv2vXBaWsN0YWgCMZ/OXiwrd283d5c2uhN5xw5rEUbRBD1uZ51Q4wsWbfNCzcfJPo4enJ/GzWw3l6Ysyk6at//+eRJRMRqGAv9IZIybUk54PefHx1NCF/OOmJozlx5Pu7zHxnlffl4x6he3n/eqtwvN/z6pTV21F790zwRbgjIOSu3eMFMLBUREIH2EyinFiURaXpxoJwuAeVSTQSYsYovxzGrw9IZ0/QU9nONty3BFG+LuIgfMyNEf/QTyn8/uMgat+2Mu/mvngj1beVDw2XrtxmFpdDQjhktlv+ob2/JN8+kuJljTvJh9hDBFOrYx0a/wZa5pS4sv+YzNs4zs2bMtgUmbPPhmdm3jkVABPIjwMx4fp6F8yqJSCtc+ookAiIQJ4AgYDmMXyYUZn5YlmOfwn7cP74/ckAPf8isld/pwAczT/QTLw9cupef7QlC5NVFDX7ZDp9c+cS7Z3aK5TzaxEu+7eOx2M+VJ/XFLAgrBGhYJmacjDefHBh/M4/JftmzEt9ezWes8hGBWiRQEpGmFwdq8VLTmMudAMtsLHeyjNaRXJllQoAxy5PUnlk27FdMHZ3zxQR84gXxyAxfWDKN13Vkv608OxIzVxvEKUuQLO1m+sEKZohGSmZ9tmPEOLNzPPuWzUd2ERCBwhJgtrqwEduOVhKRphcH2j4xteShsZYHAW78CCgEBUumCIiQGfs8kI7gCLbM7aET+9rSdVvtrmdXpavw5y1QDIgttmGmjrq7n2v2pY7n4RCK8eexgni87emV/gUD/CjEJQb77Slt5dmeWEm+iFFmx0Jd2GdWM9jCFuaIrfg44Je5lDt+aL1/ti/+7B6ij75Y8gzxeH7vjmdWhkNtRUAEKpxASUSaXhyo8KtG6VcMAb7brD0zNMwysVyGcODZKP5ypLBPHSXb4HmJ4PKpY/ybibShfObn8+x97+jvm1DPg+48p0Ydb1h+ZL+Bvi58IFp4+B3hgQ9bbN86ZTfvQh7YKb3r6zr0vW3kkStP31EnPhBjiC5ypCB6v3PquKy5smSJD74U3vQcP7Rniwx4cQHxyrJoENCcV9oiAmlH4W3PD+0zoEVbHYhAjRKoimGXRKTpxYGquHY0iComgLjLfNYJQcCQEU089xaOsYWCAOIZtNCWfWyhnjahDjHI255s4+IP8RF82Kdt6DPY2RKLurYKY6HE/ciJ3IhDYR9b8MGfEo5D//E+k2zBn7bEpWSOL7MdY8cHXwpvembyDW2op45j+oIPtlCIQzzqVERABApLgJ+zwkZsO1pJRFrbaclDBERABGqUgIYtAiIgArsIlESk6cWBXfS1EQEREAEREAERqAgCPFJQ7ERLItL04kCxT3NR+lMnIiACIiACIiACBSRQEpH2yqKGAg5BoURABESgPAjwLBqlPLJRFiJQDQTKZwwHjOtT9GRKItK+99gS27qjqeiDVYciIAIiIAIiIAIi0BEC15yUesu8I2072qYkIm2vEb1s8Zrc/y5dRwekdiIgAiJQDgSUgwiIQPUQWLt5h63auL3oAyqJSPvQvgNs+07NpBX9bKtDERABERABERCBdhO4+7mV9vL8ze1u19kGJRFph+3RzyZFs2mdTV7tu4KAYoqACIiACIiACAQCzKL9be4mY4Ip2Iq1rWtqarK2Slcks2D1VvvuY0u7IrRiioAIiIAIiIAIlBOBCs/l0x8YWZIRlGQmjZGOG1Jv/XrW2c1/XmH6TwREQAREQAREQATKiUA0h2Uvzdtsg/p0s/i/SFLMHEsm0hjkp94/wg9+89adHKqIgAiIQLkRUD4iIAI1SGD1pu32b7+Yby/M2VjS0ZdUpDHy0949xPrU19nj/1hndz6z0hau2Wo79FIBaFREQAREQAREQASKRGDL9ibb0LjD93ZHpEdOOGCQMZnkDSX6KLlIC+P+8DsH2phB9XbHX1fa60savfniu+Ya/wwDhWfYMMZtCDpsF93Z7JdkW7w29XUfF8b8km3bCGcX3D4n3e/ita1ty9anbOfH/HLZ/vW25ngrNqRe4T33trfTfSTZVu561ffsnzT7JdlQ+yR91q3Nft4WGeO2NZtT/Z7x49npfpNs6xpSF2jcL8m2fpffx29ujpdk27glFS/ut2lLaub0Yz+alc4lydawa4b11Jua/RJt21LxTr4x5pdg2xr9AEZY7KQb3kr3m2jb9R1+XHehhO/1C8dsiUVhPxSOKeGYLccU9kPhmBKO2XJMYT8UjinhmC3HFPZD4ZgSjtlyTGE/FI4p4ZgtxxT2Q+GYEo7ZckxhPxSOYROOYettEetcNs4Vfg3ReQp+STbOvfeLroXgl2TjWsKP6yj4Jdm4DvHbGF2XwS+XjWs60y9u4+eEePyMBL9g4+crl42fT9ry8xr8kmz8DsCPn//gl2Tjdwp+/D4Jfkk2fh/hx++s4Jdk4/dbpl+w8XsxtOX3JX5xG79rU7at6Z+1JBu/u/Hj93aIl2Tj9z5+C1Y3x0uyXfKzubjZvFVb0v0m2T599zzvN3dls18u29srWvvNjtk+e08qXtx22T3zfR9vLWtM55Jk+9y9Kb+ZMb8k27/v8ntjaXO8JNsXfrnA9/tGdB8NTJNs/3Ffyu8fixvS+SXZvnT/Lr9FzX7/ucv2ysLN6bZJtssfWOhzmRHzS7Jdsctv2vzmeEm2K3+disdblmFsibbfLPL9/n3epnR+VybYrnow5ffi3E12wg9m2kV3zrG/zNzg237u2FEleVHAdx77qIvtl3yXNyeuOH6M7Te2t8/lprMm2COXTfaFZ9gwxm27Da7HZDef3eyXZEP84XhLzC/Z1gM3u/Xcib5P+h4zqLVt5ICU7Scxv1y2n57XHG94/+6+j9vP2yPdR5JtWL+U353nN/sl2Yb0TfnddUGzX5JtcJ+U392f3DPdb5JtYO9uPr+4X5JtwC6/X1zUHC/J1q9nKl7cr2/P1GX3y09NSueSZOsdzbCSzH0XN/sl2nqk4v3qkphfgq2+uyOcPXDpXul+E23dUn6c/1DqE2w+WPQRfNhGh/5/9kPxhugjHLONDv3/7IfiDdFHOGYbHfr/2Q/FG6KPcMw2OvT/sx+KN0Qf4ZhtdOj/Zz8Ub4g+wjHb6ND/z34o3hB9hGO20aHBhn0KbL0tYs0xJcnGucKvd3Se8KEk2Tj33i+6FvChJNm4lvDjOsKHkmTjOsSP6xIfSi4b1zQ+lOAXt/FzQjx+RvChBBs/XxxTkmz8zNKWn1d8KEk2fgfgx88/PpQkG79T8OP3CT6UJBu/j/DjdxY+lCQbv98y/YKN34u0o/D7Er+4jd+1KVt9+mctycbvbvz4vU0sSpKN3/v4cR/Ah5Jku/HMCbjZ+KE90/0m2a4/Y7z3mzCs2S+XbY/hrf32jNl+cHoqXtx23em7+z72GtkrnUuS7funpfwmx/ySbNfu8tt7VHO8JNt3PzbO97v36Ga/JNt3Tk35vXNM73R+SbZvnbLLL7ovw53yzV22/Xfrk26bZAtf/jol5pdkC/9Kx4G7N8dLsn39X1JfJntQzC/R9s9jPYN3je+bzu/rCbarTkz58bzZQ5+dbPy8TJ0yyLctl4/U3a1cslEeIiACIiACIiACIiACnoBEmsegDxEQgeomoNGJgAiIQOURkEirvHOmjEVABERABERABGqAgERamZ9kpScCIiACIiACIlCbBCTSavO8a9QiIAIiIAK1S0AjrxACEmkVcqKUpgiIgAiIgAiIQG0RkEirrfOt0YpAZRNQ9iIgAiJQQwQk0mroZGuoIiACIiACIiAClUNAIq0450q9iIAIiIAIiIAIiEC7CEiktQuXnEVABERABESgXAgoj2onIJFW7WdY4xMBERABERABEahIAhJpFXnalLQIVDYBZS8CIiACItA2AYm0thnJQwREQAREQAREQASKTkAirV3I5SwCIiACIiACIiACxSEgkVYczupFBERABERABJIJyCoCWQhIpGUBI7MIiIAIiIAIiIAIlJKARFop6atvEahsAspeBERABESgCwlIpHUhXIUWAREQAREQAREQgY4SqE2R1lFaaicCIiACIiACIiACRSIgkVYk0OpGBERABESguglodCJQaAISaYUmqngiIAIiIAIiIAIiUAACEmkFgKgQIlDZBJS9CIiACIhAORKQSCvHs6KcREAEREAEREAEap5ARYu0mj97AiACIiACIiACIlC1BCTSqvbUamAiIAIiIAIdIKAmIlA2BCTSyuZUKBEREAEREAEREAERaCYgkdbMQnsiUNkElL0IiIAIiEBVEZBIq6rTqcGIgAiIgAiIgAhUC4FyEGnVwlLjEAEREAEREAEREIGCEZBIKxhKBRIBERABESgfAspEBCqfgERa5Z9DjUAEREAEREAERKAKCUikVeFJ1ZAqm4CyFwEREAEREAEISKRBQUUEREAEREAEREAEyoxAAUVamY1M6YiAVZ4bEgAAEABJREFUCIiACIiACIhABROQSKvgk6fURUAERKDqCWiAIlDDBCTSavjka+giIAIiIAIiIALlS0AirXzPjTKrbALKXgREQAREQAQ6RUAirVP41FgEREAEREAEREAEuoZAa5HWNf0oqgiIgAiIgAiIgAiIQDsISKS1A5ZcRUAEREAEOkZArURABNpPQCKt/czUQgREQAREQAREQAS6nIBEWpcjVgeVTUDZi4AIiIAIiEBpCEiklYa7ehUBERABERABEahVAnmOWyItT1ByEwEREAEREAEREIFiEqhramqytkoxE1JfIiACIiACZUtAiYmACBSRgGbSighbXYmACIiACIiACIhAvgQk0vIlJb/KJqDsRUAEREAERKDCCEikVdgJU7oiIAIiIAIiIALlQaCrs5BI62rCii8CIiACIiACIiACHSAgkdYBaGoiAiIgApVNQNmLgAhUAgGJtEo4S8pRBERABERABESg5ghIpNXcKa/sASt7ERABERABEagVAhJptXKmNU4REAEREAEREIEkAmVrk0gr21OjxERABERABERABGqZgERaLZ99jV0ERKCyCSh7ERCBqiYgkVbVp1eDEwEREAEREAERqFQCEmmVeuYqO29lLwIiIAIiIAIi0AYBibQ2AKlaBERABERABESgEghUX44SadV3TjUiERABERABERCBKiAgkVYFJ1FDEAERqGwCyl4EREAEkghIpCVRkU0EREAEREAEREAESkxAIq3EJ6Cyu1f2IiACIiACIiACXUVAIq2ryCquCIiACIiACIhA+wmoRZqARFoahXZEQAREQAREQAREoHwISKSVz7lQJiIgApVNQNmLgAiIQEEJSKQVFKeClTOBp59+2u68805bt25dOaep3NpB4JFHHjFKO5rIVQQ8AX4P8PuA3wveoA8RKEMCEmlleFKKnlIFdMgv0ltuucXiRTfn4p04WN9///3W2NhYvE7VkwiIgAjUOAGJtBq/AMp9+IgCxMHSpUvt7LPPtgsvvNCX4447znr06FEW6SMgyZFcyyKhTiSxYMECP9vIthNh1DSBQLlfJ2Fm6bXXXkvIvn0mRD2lfa2yexcyt+y9qKbQBBSv8wQk0jrPUBG6kMDbb79t69evt8MOO8x69eqV7mncuHH24Q9/OH2sna4lMHXqVDvllFNanIOu7VHRRUAEREAEJNJ0DZQ1gdWrV1v37t1twIABZZ2nkqsmAhqLCIiACJQHAYm08jgPyiILgfHjx9v27dvtlVdeyeLRbGaJ7rbbbks/t5bvEiTLMvFn3ZKWe1iqivvwwPEbb7xh9Ic/YhIbx+TRnFXLvcw4mf7Uk/fy5cv9smPokxxbRmp9FJaEQhu2Se2S/P70pz8Z/T766KP+uTO2tCcfeiIO9fElXfax4RcKfviHAgu4sKUu+GEjj+CXtKUev9CGLTGSfIkPS3wo5EV+cV+OsVMfSjwe55EYxEpqF/fFB98Qh7jEj7cL+8GX+NmuE+pCLLbEpl2IkWvLOaJNKE8++aQ/l/F8aZ/JE7bYqMP33nvv9ec+xMNGXVKhHe1Dn2wZA4X9RYsWGYV9/PAnToiNnZI5TuphOWvWLP+zRf2vfvUry5UbsemDeBT2sdFfvDAe6kN5880349XaF4GyJFDX1NRkbZWyzFxJtSJQjQaWNSdPnmz88s/2y5dxU4+wOPzww/0zazy/hv3hhx/2Nx72Mws3VW4IDQ0N6efdjjrqKONGQbzgzy/3mTNnGs/BhWfiyGv06NF23nnn2b777mtDhgzxMTimLrSNb7lxUMgtxBk5cqRxU8UefLmR//73v7cTTzzRj4V+ly1b5vMKPklbhOwhhxzi2xA/qR03fm56Q4cObeHXp08fv5xJG5aV2RIDHkl9EefnP/+59e7dOx3ntNNOs1WrVnmBANvQDpHNuZk4caL3Zfz098QTT2Q9N7TNZzz40eff//53+8QnPuHjk8fmzZstfu7zyXfs2LF+1nbevHmETZcVK1b4JXfyx8i1wXjyvda4Hrgusl0nXF/PPfdci+uLa54+6Is+sxXa8kgAY+Z8wRYeXEPxNoyf877HHnt4RvhyDTz44IP+bWeWs4nBueecU48tHiPsc63SLh6LNtQzRtrCksI+OQ0cOND3Q1uOsVOSrn/O3auvvurPJ9xOPvlky5ZbW+MiJ67FzJ9z4vFHFnX4qIhAuRLQTFq5nhnllSbADQDRwM2ev6gzxRq/aLmZcVPgJkFDbjY8x8bzbNzEsGUW7NTjhz/1tCcO8UJcBNKxxx5r3GzxoRxzzDHGjYf9fAv+3PhCX7SbMmUKGy8C/E70wfJuPD79cjPj5QlyilwS/4cT+YfK0I4bIzbaPv/880Ys8sBGwe/QQw9lN+8yY8aMVnEYH3nDFLbxYORFwcb42ccPAYQtqbQ1nngb+iUutqQ88smXdgiXTM6INpbbESUw5NrgGmEM9Ee/XEOMJ3Pc1OcqiAxEVeb1xdjpg77oMylGaMvYyR0fciEWW45DYfyMAREfbPTBPmKYbb6FceLLLDdbCiwo7Gcr5Mh1F88t6frn5/xd73pXXs8/5jMuzgnCL86FXODGz1q2fGVPE9BOCQlIpJUQvrrOnwBCgr+qg1hjVoCbFBG40fNLOPzCx0bhpsQv4cxZBeooc+bM8UKD2ByHwi9w4m3ZssXwIc7w4cNDdae33HjDkguzJdyEN2zYkI6b1F88p7Rjwg6xmDUI8VlyYqYQO5y4wYYZoYTmeZkQfQiLpDhwIn+4hWCcg/gNHXv//v3ZWHzc3pDxQd7ZxhNcEVbwCcdsyYF+OfftyZdrCEbc2IlD/4i2UaNGedEAQ64N/KgPJd5fsOWzRQAyqwi3TH/4kgt9ZtZxTFu29M02lJ49exoxw3EYPyIqLpCCH/XBN59t6C9zBjiftvi0df1z3kIf+Gcr5M112Na4uBZzXSPZ4ssuAuVAoK4cklAOIpAvAQQVy1r8EmdWiJsoN3q2CJ4gTtgy64Y9KTZ2xAsiBt944SZCG0QaPizpxW9u1HWkICp5xubFF1/0yzcs9yA6uSl1JF5mG5a+mGVEUBCbwmxM8IMT+0Egsd+RgnBgtqMjbdvTpq3xtBlrl0N78kUscW1xY6c5Yo32QWTCkGunPdcacbIVhEa2urbstEWMIbZy+ZI/54tl/Ph1zrWCiM3VNqkOQfyxj33MC0F+xogZfmaS/IMt3+s/nzERM59xca74GcZfRQQqkYBEWiWetRrPGcHEX8/8kmaWAdGBDcGDMMksYVknjg1/xBciJtOfY56bGTFihH/mKt6uo/vcLBCVLDUSmxtdR2MlteMmybIsDJLGSxs4FUIQImIKEYecspV8xpOtbdzOs4LtyZfrApHLDA0iCLHGOeOPA+LCEB84c51klmzsaZtUCn0dJPURxk9umflyzBJkUrtcNhjwlSy052cRAUjJ1qYrrv98xkWe/Jxny0t2ESh3AhJp5XeGlFGeBBAK/KKm0CQs/7CfT+EGGW7G2fzz8cnWNh87OTPLkY9ve30QGYwvtOsop9A+bJm5YbYDARNsYYtoRjyzVBdshdpmjifEZYzUhWO2zJDCFVHV3nz3339/Qhhv/xE7PpZCMfQdRB+ISHjBLTps8T986Y/ZvRYVuw7IK6ktsbDvcrNc4w8+ndki/vhjJ/Mc5BOzM9d/vuPK9jPMNYJ4zCdP+YhAqQhIpJWKvPrNiwB/nVPiziyb8DYcD3LzC5jCPrMvlODLL2Cem2EbbPFtuBlnvmVIDAq+PGiNIOFttvhNiLjhONeNlhiU8Bc9N/3QjnHw1ij1nS2IEWJw02NLgVt87HBiPIyNOnwo5PHCCy+wm/4+ungcXxH7YCw8KM/MHUuSoYpxwYWZJ2ZXgr0j23zGE+IyxszxcH2QBzNg7c0XTjzDNG3aNL+kx7UV+qKOYxhSgp0cGDvbYMvcJl0ncCJPrkHOQ2jDeOALZ/IP9viWPBBx9At76uifGVsEKscU2tMPooS42EKJt81X9JBnuF6IQ99c17DhmMI+Nuo4JgdmtOI24uR7/SflRsx8xpX0c05ePHZAbrVTNNJKJCCRVolnrcZy5mbIcy+h8DwQX3/AX/ABBfsUbkLBj2duuAHyyzz4xbfcSHi2Bhu+oR39cQPETluWdbhph+dv8OPhcdrjgy83S/LimTNuPtgzywc/+EF/0w9xuJkeffTR/msfMn3be4wYgQm5kx+FmRZmOOKxuKmxVMfNER8KAoGvE8GPMTGeEAee2DML/fHVCNx0iUFhXLTtyPJZUvx8xkM7xkje5EDhPPAVFvE82psv7IjN0ifXAPuhcJ1RYEN/FK6fXNcabWGTdJ2QJ/mSN7EoPAsHX/KmbVIhr+OPP77FNcXXohx44IH+K2HibZLOO/3wT6vBDl/i4YeYoy4uwKmPF74iAx9KOO8wCT5BGFEHG0RRZ67/bLmRb+b1TE7xcTE+vs6Gn1lyoZ4/uni7k7ghZ21FoBwJSKSV41lRTmkC/OLnuZfMwi/ntNOuHWy5/IiV+TwYv6QRYfF2HGPfFdZvuJHGfTj2FdEHvrShnjdQs91Y43740mbSpEnp71qLQhk5YseX41CwZ+Ye6sI2c/wck2dmPPIjT3KgsI8txKEv7BT2sSfF4eZHTviFEvxpQyEuPmw5DoVj+iXHYMvcUkfcUDjOzINjCv0GP7YcZ8bLJ9/Qhr6yxcEn1OMTCjbqshXOKecCf8YOg+BLvthDgRn5hvps23hM2hJ3t9128+6Z7emPevxCoV/vvOuDMYQ6uO4yt9jkE4e+GQOx2HKcmSss8r3+SSBbbu3NJ+REO3LLZEBfKiJQLgQk0srlTCgPERABESgAgfBMGsurBQinECIgAiUkUMc0dK4SfwC1hHlWYNdKWQREQAS6jgC/t1mS5Dm00As2njNj6ZWZp2DXVgREoDIJ1PHXVq4yePDgyhyZshYBERCBKibAw/R8B1h4zopnrXgGjGffsi1VVjGO2hmaRlpTBLTcWVOnW4MVARGoFgKZz3jxrBVFz1hVyxnWOETATCJNV4EIiEAxCKgPERABERCBdhKQSGsnMLmLgAiIgAiIgAiIQDEISKS1RVn1IiACIiACIiACIlACAhJpJYCuLkVABERABGqbgEYvAvkQkEjLh5J8REAEREAEREAERKDIBCTSigxc3YlAZRNQ9iIgAiIgAsUiIJFWLNLqRwREQAREQAREQATaQaBmRFo7mMhVBERABERABERABEpOQCKt5KdACYiACIiACFQoAaUtAl1KQCKtS/EquAiIgAiIgAiIgAh0jIBEWse4qZUIVDYBZS8CIiACIlD2BCTSyv4UKUEREAEREAEREIFaJFBpIq0Wz5HGLAIiIAIiIAIiUIMEJNJq8KRryCIgAiIgAnEC2heB8iQgkVae50VZiYAIiIAIiIAI1DgBibQavwA0/MomoOxFQAREQASql4BEWvWeW41MBERABERABESgggmUSDXZZwAAABAASURBVKRVMDGlLgIiIAIiIAIiIAJFICCRVgTI6kIEREAERKAIBNSFCFQZAYm0KjuhGo4IiIAIiIAIiEB1EJBIq47zqFFUNgFlLwIiIAIiIAKtCEiktUIigwiIgAiIgAiIgAiUnkDnRFrp81cGIiACIiACIiACIlCVBCTSqvK0alAiIAIiULkElLkIiECKgERaioM+RUAEREAEREAERKCsCEikldXpUDKVTUDZi4AIiIAIiEDhCEikFY6lIomACIiACIiACIhAwQh4kVawaAokAiIgAiIgAiIgAiJQEAISaQXBqCAiIAIiIAIZBHQoAiLQSQISaZ0EqOYiIAIiIAIiIAIi0BUEJNK6gqpiVjYBZS8CIiACIiACZUBAIq0MToJSEAEREAEREAERqG4CHRmdRFpHqKmNCIiACIiACIiACHQxAYm0Lgas8CIgAiJQ2QSUvQiIQKkISKSVirz6FQEREAEREAEREIEcBCTScsBRVWUTUPYiIAIiIAIiUMkEJNIq+ewpdxEQAREQAREQgWISKGpfEmlFxa3OREAEREAEREAERCA/AhJp+XGSlwiIgAhUNgFlLwIiUHEEJNIq7pQpYREQAREQAREQgVogIJFWC2e5sseo7EVABERABESgJglIpNXkadegRUAEREAERKCWCVTG2CXSKuM8KUsREAEREAEREIEaIyCRVmMnXMMVARGobALKXgREoHYISKTVzrnWSEVABERABERABCqIgERaBZ2syk5V2YuACIiACIiACLSHgERae2jJVwREQAREQAREoHwIVHkmEmlVfoI1PBEQAREQAREQgcokIJFWmedNWYuACFQ2AWUvAiIgAm0SkEhrE5EcREAEREAEREAERKD4BCTSis+8sntU9iIgAiIgAiIgAkUhIJFWFMzqRAREQAREQAREIBsB2ZMJSKQlc5FVBERABERABERABEpKQCKtpPjVuQiIQGUTUPYiIAIi0HUEJNK6jq0ii4AIiIAIiIAIiECHCUikdRhdZTdU9iIgAiIgAiIgAuVNQCKtvM+PshMBERABERCBSiGgPAtMQCKtwEAVTgREQAREQAREQAQKQUAirRAUFUMERKCyCSh7ERABEShDAhJpZXhSlFIygdWrV9vcuXPt9ddft+nTp6uIga4BXQO6BnQNFOwa4N7CPYZ7TfJdqPhWibTiMy9kjzURix8YfnjWrVtnAwcOtD333NOmTJliBxxwgIoY6BrQNaBrQNdAp68B7incW7jHcK/hnsO9p9Q3WYm0Up8B9Z+TwKJFi2zVqlU2btw4mzhxog0ePNjq6+vNOZeznSpFQAREQAQ6SqD22jnn/L2Fewz3Gu453Hu4B5WSRl0pO1ffIpCLAD8cW7dutUmTJlm/fv1yuapOBERABERABApGgHsO9x7uQdyLCha4nYEk0toJTO7FIcA08+bNm23ChAmaNSsO8qroRYMQAREQgUIRcM75exD3Iu5JhYrbnjgSae2hJd+iEVi2bJmNHj1aAq1oxNWRCIiACIhAJgHnnL8XcU/KrCvGsURaMSi32Ycc4gT4i6VXr15a4oxD0b4IiIAIiEBJCLD0yT2Je1OxE5BIKzZx9dcmgfXr19ugQYPa9JODCIiACIhADgKqKhgB7kncmwoWMM9AEml5gpJb8Qg0NDRY3759i9ehehIBERABERCBHAS4J3FvyuHSJVUSaV2CVUE7Q4C3aXr06NGZEGpb2QSUvQiIgAiUFQHuSdybip2URFqxiau/vAg4p+9BywuUnERABERABLqcgHOluSdJpBXy1CqWCIiACIiACIiACBSIgERagUAqjAiIgAiIgAh0BQHFrF0CEmm1e+41chEQAREQAREQgTImIJFWxidHqYlAZRNQ9iIgAiIgAp0hIJHWGXpqKwIiIAIiIAIiIAJdREAiLQGsTCIgAiIgAiIgAiJQagISaaU+A+pfBERABESgFghojCLQbgISae1G1nYDvpX4K1/5iv3qV79q21keFUngiSeesEMPPdSWL1/u87/sssvslFNOsU2bNvnjXB/4UnL5dKaO2JT2xqDN2LFj8x5HPvGJScnHVz4iIAIiIAItCZRcpD3//PP2sY99rEWRuGl5knSUH4EZM2bYpEmTDKERLzfccEN+ASrAi7HExWGhUibuokWLbObMmXb//fe3/Ge5CtVJQpxwzhC9CdUyiYAIiEBNEyiZSAuzTXfeeaf96Ec/sl/+8pe+sP/HP/7RmInCpz1nB3/adaXIIzZ90Fd7cpNvcQgMHjzYHn30UUNwhHLppZd2eefXXXddl4sbBM3tt99ut956q40YMaKgY0KcIWz59+kKGjgjGGIsLjKnTJliN910k11xxRXpWcmMJjoUAREQgZolUDKR9rvf/c5WrVplX//6123IkCHpE8D+d7/7XX+Mj9/p2IdaiUBVEXjqqafsyCOPNIRNNQ2MMe2+++523333VdOwNBYREAER6DSBkoi01atXG7NlZ599dguBFkbTu3dvmzp1qvfBFzszWMxWsB/KrFmz7JJLLjG2lIsvvtjeeOMNu/fee/3yKW3wpR0lvrR67rnn+nbUU6jLnCGjb2ZhqGPmjHpi08c555zTrtk+cokv63JMv5QQGxt5Bj/6ow6fUPAJ9YyBWaPAAB9y/sIXvtBibNiJS2GfAi/ah1gd6Ys4FOKGOMQkNnYKdUmxqSt2YSbq3e9+t4XZHGaOKCz1xXPhOTNme6ij8ExVKHG/+H5mPX3Fl16TnlejX+JT6I9+4zHj+zzr9uSTT9rxxx8fN/vZJ9oSg0IeLRx2HcT7wg8GVNEn7VnipFCHL3W5xkA+jCnEwZ9CW+zUcxwv5Mb1wQznQQcdlH6mj9m7Y445xhhfUrt4DO2LQOkJKAMRKB6Bkom0pqYmGzp0aNaRUocPoiOrU6yCGyLLJnvvvbeddtppfun05JNPTnv89a9/teeee87bWVo94YQT7Bvf+EYrMZNukLGDcPza177mY9PHHXfcYRxjz3BtdcgYGhsb031fc8019tBDDxniL+6MADz88MO9H8u+zDTGZxMRaIhb6hjDtddeaw8//LBt3rw5HiavffqmPXEYC41uueUWNr7k2xcijAbEoSCU28OVtsUsa9as8UtrcEMssHz4/e9/3xAk5IFoQQghwqmnTJ482S9lUp9PIcYFF1zgl/Foz1Ii4jDeFkHEcahnJunqq6/GlFhmz55t69atswMOOCBdTz/55IpwQgCRB/0h7DlPCCyWTV944QX/sgDiinr+MKGT3//+9/bMM8/4pWPaYrv88svZdKhwrcAbIfjyyy8b/dI/wWA8f/78vF68wF9FBERABGqBQF2pBtmnT5/EWbSQD8ue+ITjzm4RVhdeeGE6zEc/+lHjxjh9+vS0rat2GMsZZ5yRDs9Nir4XLlyYtrHznve8xw477DB2PZsPfOADRn7MpiH0EGjx2Ufifu5zn7OOcCIf2tMZQpObP6KwPX0xY7ZgwQI766yzCOMLS3GMjbwxMHuSr5jFv7MFEXbcccelXx5AvAcBFmIjhoI4YKntwAMPNJYSqWfJjfyZ8eGYgmhBwLCfT1m6dKnxB8bIkSO9OzNFX/rSl1o8jH/EEUdY6IP6iy66yJ599lk/M+YbZXwsW7bMBg4c2CJGPrki5H7zm9/4WV/6ISzniJlqhCrH2coXv/jF9LNvtGW2CxHXFbNdsIIZ7LLlI7sIiIAI1BqBkok0Zn8QHtmAU4dPtvr22pmZQ4yEduxjyxRKob7QW8bDzZ5lQWZpWDLN7GO33XbLNKWPaU/Oe+21V9rW2R1mNsiHwixeiJdvX4g6Zj8+9alP+eVl4mQbW4jd1dvMFwcQkoiS0C/1CIJwnLllxggxgijJrMv3mP4Qf4hFRGpSO4R6Z/ogZj65InrmzJlj5EKfoYSZPOLkKuQf2jADnMu3M3WjRo2yQYMGdSaE2oqACIhA1REoiUhjBsc5518cyEYUAeCcsyFDml8qyOZb7naWDhEyzIKxJHhHtFTKzF6p8ka4hFkc8qGwRNyRfBgH4yFGvMSXmjsSt9LbIIARUcw8IXIQO6Ua08SJE43lRXKJF3LMlhOzj8xCUh/adGapkzgqIiACIiAC7SNQMpHGUt4jjzxiLK9lpoyNOnwQdKEe4UZd/Lijs23MFnET5RmweLx4fHw6u7RDPJb+EEFhKTP0197typUr7a233mrRDCaZDOgTe3DMPCYflvTiy7/BN2zz6YuZSPy4iYd21bDl+a34eWe/I2NkpowZK57DyrWU2RlmbeXKDBXPsnHO29MPy78sA7c1e8bPUDxu5nG8Ltc+M35r167N5aI6ESgsAUUTgQogUBKRBheeCWPLm4iIIfYp7GNjP/iwzzNTLK3xFz7H+PEda+yHwnIgwiFpCZMXB5jRCr533XWX3w3Lh2HLTY8KhA3xMwUQS5IIIOrxa6sk5cTLAEnLnbliMavBG3HkxNjxZcsx+6EgankIG5EbcszsL3MMzKzxIkOIkW9fzBANGzbMyCH0RYy7777byI19ZmvK5e1O8mmrnH/++TZt2jS7/fbb067sI7LShjZ2uEbD9dWGa97VLNEithCMoVE+ufLsHc+/ZX4PGfmRZ4iVueUa4uct9IcvL1gEPwQoy8LMovLcG3ZeRECUsp+tMI6kZ8945s45Z4jKbG1lFwEREIFaI1AykYZ44YFyZstYCuR5Jgr7LAtSh084IQgH3sj83ve+559/uvLKKw2/zIfmeSCapR1ixUUZD+Uj3rBT+Is//h1tiBvi8WwW9bz9Rqzhw4eHFPyW540QguSZr/jgwXr6Iy4FQcMyoQ/Yjg+WzLh50jdxsjGgP4Qkz4fhRxeMny2FGb14HETWhz70IarSJZ++OD9f/vKXfZvQF/316tXLv/jgK4r8kfniAEKSh/6D2GgrHc7vAw88YAgS2lJoQwy2+ZavfvWr6ZcXEEg8pI9gyrd9ph/iBZE2ffr0dFW+uSKUEWqIfMZDefHFF3N+39qxxx5r8Tb8PH7yk59M983Oueee61++CXEZY1tLouQcntfjqz+CwOPng9ldxB+xVURABERABMxKJtICfJ5dij/LxD4iItTHt3FfvlYAvxtvvNH/U0DBDzHHzAdx8A92tggP7BTaI8ywh0I86ijE4Bg/tsEHYcINCx+2HIe6sMVGXeiffohDG8qZZ57pv74j1Gf6hzjUE4f6YMscA4Ix1IVtZn/EoR0l+LBPLhT6CDm1ty/8aU+cUOgv3g/1+AVbV20RAMwKsjQZL8zucPOn/m9/+1sLcYKdel7qCHnhF48Trws+iJj4V0gghCjUZ7aP+1GPH4X9UDLjBXvYIvAQTQihYGOb2Re5EptCfSgcx5lwHOrYckxhPxSOQxsY8YYqW5jhw5bj4IM//WOjDh9sFPZD4Zg2gQsCmhlsZuZCu+CrrQiIgAjUMoHiibRaptyFY+dZI5YcmR3pwm586GL25Tsskw9me1hVlAEUAAAQAElEQVTu5DvJSpkSy5t8bxlLj6XMo9B9MyaWVk899dRCh1Y8ERABEahoAhJpFXT6fvzjH7f48l2+kJblWZZlCz1TVcy+yukUIID+67/+K50Sszz8iw4sxbFMl64owQ6zZiwx8kW5CMcSpFDwLuHNowXx764reCcKWNUENDgRqGYCEmkVdHZZxuSZH577ovB83uc///n0F+AWcijF7KuQeXc2Fs9+Pf744+nnyXh2j5g8IF8OS3EsJ4ZlQvKq9ILwZGmZ5d5KH4vyFwEREIFCE6gJkcbzV5RCwyt2PJ71Cs99hW38eblC5lPMvgqZd2dj8ewXIohnpkKJP2PV2fjN7bUnAiIgAiIgArkJ1IRIy41AtSIgAiIgAiIgAiJQfgTaLdLKbwjKSAREQAREQAREQASqj4BEWvWd06oYEV94WhUD0SBEQATyISAfEShrAqW6J0mklfVlUZvJ1dfX27Zt22pz8Bq1CIiACIhA2RHgnsS9qdiJSaQVm7j6a5MAXyfCV1+06VgODspBBERABESg6glwT+LeVOyBSqQVm7j6a5PAgAEDbO3atW36yUEEREAEREAEikGAexL3pmL0RR+hSKQFEtqWDQG+o62xsdE2btxYNjkpEREQAREQgdokwL2IexL3pmITkEgrNnH1lxeBkSNH2pIlS6xUD2vmlaScREAEMgjoUASqiwD3IO5F3JNKMTKJtFJQV59tEuAvlj59+tjcuXMl1NqkJQcREAEREIFCE0CgcQ/iXsQ9qdDx84knkZYPJfmUhAD/aDxv0/DPBjHd3JVJKLYIiIAIiIAIBALcc7j3cA/iXhTsxd5KpBWbuPprFwF+OIYOHWoLFiywOXPm2Jo1a2zr1q2aXWsXRTmLgAiIgAjkIsCsGfcW7jHca7jncO/hHpSrXRt1na6WSOs0QgXoagJMM++zzz42cOBAW7dunc2ePdtmzJhh06dPVxEDXQO6BnQN6Bro9DXAPYV7C/cY7jXcc7j3dPX9ra34EmltEVJ92RDgB2bChAnGD88BBxxgKmKga6CLrgH9fOn3Sw1eA9xbuMdwrymXG59EWrmcCeUhAiIgAiIgAiIgAjECEmkxGNqteAIagAiIgAiIgAhUDQGJtKo5lRqICIiACIiACIhA4QmULqJEWunYq2cREAEREAEREAERyEpAIi0rGlWIgAiIQGUTUPYiIAKVTUAirbLPn7IXAREQAREQARGoUgISaVV6Yit7WMpeBERABERABERAIk3XgAiIgAiIgAiIQPUTqMARSqRV4ElTyiIgAiIgAiIgAtVPQCKt+s+xRigCIlDZBJS9CIhAjRKQSKvRE69hi4AIiIAIiIAIlDcBibTyPj+VnZ2yFwEREAEREAER6DABibQOo1NDERABERABERCBYhOopf4k0mrpbGusIiACIiACIiACFUNAIq1iTpUSFQERqGwCyl4EREAE2kegTZHmnGtfRHmLgAiIgAiIgAiIgAi0ScC53BqrTZHWZg9yqHoCGqAIiIAIiIAIiEDxCUikFZ+5ehQBERABERCBWieg8edBoG7p0qUWyrJlyyyp5BFHLiIgAiIgAiIgAiIgAgUkUDdo0CAbtKsMHDjQksqaNWtMRQx0Dega0DWwxtbo96HuB7oGdA0U6BpoS8/lXO50zplzzgYPHqwiBroGdA3oGtA1oGtA14CugQJeA22KNOdSQsy51tu2Gqu+oggoWREQAREQAREQgQoi0GomzTmJtQo6f0pVBERABERABEpIQF13JYE655zV1dWli3MSaab/REAEREAEREAERKDEBLxIK3EO6l4EREAEik5AHYqACIhAuRPwIs255tkzZtWcaz52zpX7GJSfCIiACIiACIiACFQ8Aedaaq5WIs0559/odK55W/GjrqoBaDAiIAIiIAIiIAK1QKDViwMM2jnHRkUEREAEREAERKAWCGiMJSfgXGvtlSjSSp6pEhABERABERABERCBGicgkVbjF4CGLwIVTkDpi4AIiEDVEpBIq9pTq4GJgAiIgAiIgAhUMgH/4kAlD6Bic1fiIiACIiACIiACIpCDgJ9Jc671w2o52qhKBERABERABESgDAkopeoh4JwzL9JM/4mACIiACIiACIiACJQVgRYizbmWM2rOtTwuq8yVjAiIQBUR0FBEQAREoDYJONdSaznXfNxCpNUmHo1aBERABERABERABMqPgERaJ8+JmotAORNobGy0+++/32655ZZ04Rh7Oecdz23dunV2zz332IIFC+Jmv884GM9rr73mjzvz8eLcTXbeT+fYojVbOxOmU20fmbHWpl43M10+cctsm7m0wS752TyjLjM4uZIzuWfW6VgERKDyCUikVf451AhEoE0CRx11lF144YW+9O7d2x5++GFD4LTZUA5FI3DFAwvt7udW2S1nT7BHLpvsyxmHD7W3lm+x/cb2jkTaOtvQuKNFPtMWbLZePersHaN6tbDroOIJaAAi4An4r+BwzplzzaWurq7FsffUhwiIQFUQQLAxkC1btrBRKQMCNz653NZs3mE3RwJt7OD6dEZTpwwyyqET+9razdvtzaWN6Tp2npm10Qu4/r26cagiAiJQwQScc62yr2tl2WVwrrXzriptREAEKpjA+vXrbdu2bX4EzKaxXBiWQ2+77bb0suIjjzxiTz/9tPfjg318acMxS4zhGBv7t+xaVqUtPhTa/eY3v/HLriF+Lv/Muueff54wOcvWrVt9/DAOcqMBedA/+6Fgo4TjfLbMYLHkGJYiT7rhLXsxWh4NbXPVh7r7Xlztly1DjLB8Sf2rixoiMTbQsoktZsoG9eluL8zZFLr0y7JL1m0zBFzaqB0REIGKJOBcsubyIs255EpG6lz2OupVREAEKovAjBkzbMCAAdazZ0+/7MnyZ1gKPfzww+3JJ580ngObOHGiLV261C+LIpzYR+CtWLHCD3j16tU2atQov8/yKfvEOfvss62hocGCUMIB38MOO8zOO+88Gz58uO83yZ9+4rGIh6AkHnGylZdeesmIj/9xxx1nL774oheb8THQlnExhilTpnCYV0FEfen+hTa4Tze/BMlS5PnvHW7XPr7UC6W26kMn9zy/ys47apiP8dUTx/qlTYTe+oYd1rhtp40c0CO4ttr2j2bKWPJEzNEfDg9OW6ulTkCoiEAFE3Auu8ZyzjV/T5pzKUfnUlurrf80WhGoagLMJoVZJgY6depUQ2whgMLyJ/Y99tjD+vTpY4sWLbKxY8diMpZFKYi5IUOG2IYNG7xwW7lypY0fPz4dZ//99/f+vXr1sn333dfmzJnjj/kYOXKkjRs3jt2c/iGnEIsG5Eff7GcriMsQn+3QoUNt3rx5xnho8/bbb7Px4+rRo4cXit6QxwdLjIioS44ZkfY+enJ/Y2aLZ8Laqg+NEHaHTOjrD9lOHNazxcyYr8jxwYxZWPJEqCHYpk7JPvuWI5SqREAEypSAcykN5lxq62fSyjRXpSUCIlAgAggdZpkoCDTCIrYQLMyocUxBYCGImPkKdgQbZeDAgTZ58mQvvhBT+DMrRhzKvffem36DFFHYEM2mMTOGX7zgS0nyp9/MnOJt890nV3wZDzN2QTCyRUBipz6fsmz9Nj9jNaB383Nf/aOZLWbW5q3aam3VZ+sjPHtGXB7+J042X+xxYReE4YHj+lClUrYElJgIdI5AVpHmnPMvD3QuvFqLgAiUK4H+/fv7Z9OYJcvMkRmzXtGMWBA4CxcuNGbNmF1DfC1ZssQQU/gQZ8SIEcYyJyIwlFNOOcWoz4ydy59+md2L58TyJLbMOLmOWdYM9eRNDL7Cg9wZQ6jLZ8syJDNp66NlyUz/8UPr/TJlrvrMNuGYr89gv38k+FjK5CUAjnOVIyf1M2bQ/vzmBhs9sIcFoZerjepEQATKm4Bz2fVWVpFW3kNSdiIgAp0lwCwYQotZrxCL58hWrVplQcgEgbN582a/RMgMFc+zvfHGG8bzXrQjzvbt2/1zYBy3VXL5ExtB9sorr6TD8Awd8dOGhB3yDrN27DOGsGTK8idxGSeikzEkhMhq4qF9Zrp4AzM48dD/nJVbjJmstuqb2zR/hUZof+KBg3w1W+LxcgJLmd4YfeBHiXb9//THkucf31hvCDZv1IcIiEDVEvBfwVG1o9PAREAEshLoFc2UHX/88f4h//C8Gg/cn3jiiRaEDIIKITds2LD0rBjPrBE0CDniHHvsscZzXyEOW8QSfpkllz/90n88FjmwBJsZJ37MM2g///nP/XLrc889Z8ccc0x6DPghKBui5VdEJ8fZCgLowjvntvgy2fXRDNq3TtnNf0VGeDOT7zP7zqnj/ExW/2gmLFd96GvP4T3tnJ+87WP/5KkV9u8fHuXbU8+M2M8v3NO/nPDxm2d7H/p6ZMY64/k3fCj48SzbwGjpFcGGTUUERKB6CaRn0pxrnm5zzrUYcVNTU4vj8j1QZiIgAnECvSIhxrIjz2HF7WE/1IclSpYsEUqZ9TzTFmzsZ/rRBluIwzb0iX94Di7EyOWfWXfooYfa6aefnn7xIMRgG/JHlPHmKP2yZfaM+nhhNg3BF7fF93nm64FL9/JvX/IGJwXhhDDqHwmxG88cn64L9tC+rXr89h7dy0J8tvSHPV6uPmm3dB/0T5/EzvTJ7D9er30REIHKIJCprZxLaS/nXPpxs7RISxqScynHsIyQ5CObCIiACJQzAZ5PY4YQ0dgrEq3lnKtyK1MCSksEuoAA2sq5lM7KFj6nSAuN1q5dG3a1FQEREIGKIcCX1vIWKV/FgUirmMSVqAiIQNUTyEdbZRVpzrk0IN7kSh9oRwREoFII1HyeLLOyBMqSa6lg9N+1VMo/71SqHNSvCIhA+RHgC8JDVs41a65gY+tFmnOpSudceh2USopzzn8pJPsqIiACIiACIiACIiACnSfAF24751oEcs6ldZhzrvlfHLAc/82cOdO/AZbDpbBViiYCIiACIiACIiACVUqgoaHB3nrrrTZH52fSsnk553yVc86mTZvm9/UhAiIgAiIgApVIQDmLQLkQmD59eosZs2x5pUWac82CzLnUfrwR3z2E8ovbtC8CIiACIiACIiACIpA/AbTU888/36qBc66VcGvzy2ydcz4Q3wL+pz/9ye/rQwREoJgE1JcIiIAIiEC1EPjzn//s/0k+xuNcSmOxn1TSM2lUOpdyds6l1Rz2UPjnWV566aVwqK0IiIAIiIAIiIAIiECeBF5++WWL/7N3oZlzzbrLORfMqRcHnGs2pGtiO86l6p1z9sQTT1i2f+4l1sTv6kMEREAEREAEREAERMDs9ddftz/84Q/pSTDnUtoqGxvnnLVa7nQu1cg5lw5kGf/99re/Nc2oZUDRoQiIgAiIQDEIqA8RqDgCzKA99NBDiXk716y3nHMtfNLLnc61rGjhFR04l6p3znnx9vjjj9vvfvc7fTVHxEb/i4AIiIAIiIAIiEAmAV4SePTRR/0qAng3KwAAA69JREFUpHMp/YSPc45N1uJcqt6LNOdSB8HbudSxc84LsmAPW+dSdp5Ru+mmm+yZZ56RWAtwtBWBbARkFwEREAERqAkCiLNnn33Wbr75Zv8MmnMp3ZQ5eOea7c65FtXOOfMizdr4z7lUQ+dS2+DunLOtW7faX/7yF/vf//1fe+CBB/wy6OLFi71oa2pqCq7aioAIiIAIiIAIiEDVEUDrIMrQPixr/vrXv7Yf/OAH9tRTT3mN5Fxr7QQE51rasWWWtEhzzrWYNXPOeV/nnN+GD+da2p1rPn7zzTftscceszvuuMO+//3v2zXXXGNXX321L9/4xjcsXr7+9a8b5Wtf+5pllq9+9avWVrnqqqvsqoTy3//936YiBroGSnsNJP1synaVXZXwO6ucbW39HlZ92/cqMSo+o0xNEY7RHG2VuE4J+0HHoGni5X/+53+M8s1vftOuu+46u+uuu4xHwfhXmpxr1kboJ+daHmOjONfa7pxL67GsLw7QOBTnmhtgc86xSQdxruUxlc45X++c47DFPgbnXNrmXGofO8W51LFzjsPE4pxr1d45Z3V1dYl255L9nZPdOTFwTgycax8DftayFefaF8s5+TtXXgw4t851ZU6K7ZwYOFdYBrmuW8vyn3PNOQQX55ptzqX2M+s4di5V55zj0BfnUvvOJW9xcs55rcJ+vDjn4octlzuda1npXPOxc65FQOecD+Rc8pZK55xv45zj0BfnnLf5g+jDudSxc83byJz+37lmu3Op/XRllh3nUn7OaeucGDgnBs61nwG/7HIV59of0zm1ca78GXDenSv/PJ1Tjs6JgXPNDLLIgrTZuWZf51L76cpox7mUzbnmbWT2/zuXsvmD6MO51LFzLjpK/e9cat+55C1ezrlWOgh7KM65sJsSac41G5xzeTd2zvlAzrXeOpey4eCc8zGdcxz64pzzNn+w68O5lC3zF8Su6vTGuZSfc7m36QbaEYECEqi0UM7l/jlxLrm+0sapfAtDwDlXmECKIgJFJOCc85rCudzbzJSca/aPa4+4n3Mpn2BzLnXsnAumdN8YnEvZnWu5jdexT3Eu5RP2nWt5XEcFxbnmisxj51J1zrXcxv2cy14X/JxzLQaSaec4FOeafePgnGu2B99sW+eafZ3TvnNi4FxpGHANl6o4V5oxO6d+nRMD58TAOTFwrmsZZNMBwe5c6/75nexcsz34snWutd25ZptzDjdfnGu971zK5lxqi6NzqX3nWm531bFJF+dSPv8fAAD///M/ehIAAAAGSURBVAMAIZk7vztCYW8AAAAASUVORK5CYII=" class="kg-image" alt="How to Use ChatGPT for Job Search" loading="lazy"></figure><h2 id="why-chatgpt-for-job-search-works-better-with-structure"><strong>Why ChatGPT for Job Search works better with structure</strong></h2><p>When candidates first start experimenting with AI, many search for things like ChatGPT resume prompts, ChatGPT resume prompts Reddit, or ChatGPT resume prompts LinkedIn because they want examples that feel tested by real people. Others look for best ChatGPT job search prompts or proven ChatGPT prompts for job seekers because they want a stronger starting point. The useful part is not copying those prompts word-for-word, but adapting them to your own experience, target role, and application goal.</p><p>The challenge is that broad requests often produce broad answers. A prompt with the right context usually leads to a much better response. The LoopCV AI Assistant is designed to make ChatGPT for job search easier by giving users a more guided starting point from the very beginning.</p><h2 id="how-to-use-the-loopcv-ai-assistant-for-chatgpt-for-job-search"><strong>How to use the LoopCV AI Assistant for ChatGPT for job search</strong></h2><p>The assistant is simple to use, which is one of the main reasons it works so well.</p><h3 id="1-open-the-assistant-from-the-sidebar"><strong>1. Open the assistant from the sidebar</strong><br></h3><figure class="kg-card kg-image-card"><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAe4AAAEICAYAAACZChfJAAAQAElEQVR4AeydDXzNZf/HP0NZT1sPE/8wN7L9EUMtUixhlCH30MR/kTsyQw8eKrbbbcnfQ/0VTZRCaMySx1iiUagVliJbkUndWHem8lDkf32vc35n52xnD2fnnO2cs89e5/o9XNf3uq7v9f45Pr/r4fc71S5cuHCZgQz4b4D/BqrKv4Gff/75Mv9IwJsJVAP/SIAESIAESIAEvIaAZwm312CjoyRAAiRAAiRQOQQo3JXDnbWSAAmQAAmQQLkIULiLx8YUEiABLyJw8eJF/Pbbb5C9F7lNV0nAYQIUboeRMQMJkICnEbhw4QJOnTqFX3/9Ve/l3NN8pD8k4CoCFG5XkXR3OSyfBEjALoHLly/j9OnTNmlyLvE2kTwhAR8hQOH2kQvJZpBAVSXwyy+/4K+//rJpvpxLvE0kT0jARwhQuH3kQlZwM1gdCXgEgbNnz6K4YXGJl3SPcJROkIALCVC4XQiTRZEACVQcAelVy5x2STVKutiVZMM0EvA2AhRub7ti9LcoAcZUSQL/+c9/igyRFwYhoi12heN5TgLeTIDC7c1Xj76TQBUlcO7cOfz5559lar3YiX2ZjGlEAl5AgMLtBReJLnoVATpLAiRAAm4lQOF2K14WTgIk4A4CV111Fa6//npcd911pQaxE3t3+MEySaAyCFC4K4M66ySBiiLgw/WIGF977bUoLYidD2Ng06ogAQp3FbzobDIJkAAJkID3EqBwe++1o+ck4G0E6C8JkIALCFC4XQCRRZAACZAACZBARRFwm3BnZ2djyZIl2LlzJ3766adSn7esqAazHhIgARLQBLghAS8l4HLh3rdvHx544AG0b98eTz31FHr16oUWLVqgcePGmDdvnpdiotskQAIkQAIk4BkEXCrcGzZsQLdu3ZCbm4uhQ4filVdewdKlSxEfH69/IzchIQGPP/64Fvb69evj7rvvxowZM/RP8YF/JEACJFB1CbDlJFBmAi4T7uPHj2P48OFo2bIlPv74Y0yfPh0PP/wwunfvjri4OHTq1Ek7tWrVKuTk5KBJkyY4fPiwFu527drhiy++0OnckAAJVA6BEydO4NChQ/joo4/w3nvvYc2aNcWG91T69u3b8fXXX1f6jffFixf1z3qePHlST8vJXn7WU+IrhyRrJQH3EnCZcL/00ku4dOkS3nzzTf1iBHFbXvD//PPPo02bNti4cSMGDx6MTz/9VAv31q1bcezYMUgv/aabbsKDDz6o/xOQfAwkQAIVR+CPP/7A5s2bkZaWhg8//BAHDhzAjz/+CLkZLy5I+ldffYWMjAy8/fbbeOeddyBiWXFem2qSV5meOnUKspf/fyRW9nJuxEscg4MEaO7RBJwW7suXL0NEeN26dXo+W4bApcUyny2CPXv2bD3HLTazZs3Sc90i2PLlqlGjBtq2bYu1a9ciMDBQD6NLXgYSIIGKISDf3/fff1+PfsnUlUxxyQiZrFERD/r27atHzCTOXpCpr9tvvx2//PIL0tPTIeVJvooI0qMu7WZB0sWuIvypiDrOH07HnNE9EV4/AAEB5lC/CTo8lIS12eftuHAUc9qZ7Yal20l3UdSJdMwcHY94FZZ8WUqZ508gY348et7RBDcbbQi4GU0i+iJpaRbyL9rLb9UOSx5zu4zz+uHo+exaHDUwHJ6DcCPNkb07OdlrWjninBLuI0eOoEuXLujfvz/kF3hkAZr4IEIs89kizMnJybq3LUPoP//8M5588km0bt0ad911l75bF3t5JeG4ceNw8OBB7NixQ6IYSIAEKoCATFdJr1puoMPCwlCzZk2Haq1WrZq++Q4PD0deXh6+++47h/I7Y/zbb7+VKXtZ7cpUWKUZ5SPj2XDc3KovJi7KwKF8K0fyTyDr/ZkYdIcSv0dSccKu8FnZu+Pw90NYuWgJlqiQcbz4CvIzk9DlliboOW4JMrJPwNBYqKMTe5X4x3VA/aZ9sSTbpoyyneQfQsarg1RHMR7p1nzKlturrMot3D/99BN69OiBrKwsPa8trTa+9CLQcr548WIt6vLTegsWLMCdd96ph9VklbnMQ0VHR+N//ud/cPToUXTt2lWyIDMzU++5IQEScD8BGfKWWpo2bSq7cgcjv/y/UO5CHMwoQ/xlyVJWu7KUVTk2+Ugfdht6vnrIVH2NUPRLWohVGfuRs3sdlr4UizB/U9KJ1UNxR1w6PFG3zn8Qjzs6z8Rn5huL0JipWJi2A/tzMrFu8SyMuqu2uRHpiG83CKnFNqIXFubk6CnXHL3fjx1pKn94IPTfiSUYNC4d54Mfwxadbm2bg4V9tJXa9CpUjtluZkd4+l+5hXvy5MkQ8U1MTIQItL2GyjuCZQFLhw4d8Nxzz0HuzlNTU7Ft2zZ89tlnkGE4GaaT3vfChQshf1Km7BlIgATcT+Ds2bPw8/ODfFedqU3eFy75ZW5Z9hURLl26VKZqympXpsIqwej8+09hUIpZxVqPw5YjmVg4ph8iWzdA7WYR6PWPudiRm4mE1ibn8lOGImmX6dhjtr+nY+yjS3BCOxSGcR8eQ+aCUejXNQwNaocios8wTN2cg8ykMG2Bi2sxNC5V9cNNp7bbmgisXRu1LaEBwrpK/i1IaAb9dz5lBbbDv5CdKU+gZVCppt302oH+KPHPAxLLJdy///473n33XfTp0wejR4+2NMOY3zL2Mvz997//HT/88IOej5F5sDlz5kBeznLzzTfjtddeg8yNyxD7yy+/rMuReH3ADQmQgNsJyPzvFVdc4ZJ6ZGrM20XSJSBcWsgJLJllCFgE5i5PwJ2BdirwD8W4eePQQCflY8m7n+mjIpvjazExqgWMueWbWw3CnEzzTUEh4/OHbW0DbqyPDsPmwHooPH1YgP6/PaDVRJjHA5D6kDkuYCjSzWWeWDoDS8zVRLyyCglG79icbuxCx6zCrHDz2boVWPe7+bgsuxqh6NUvFKa/L3Eo13Tki9tyCffnn3+uF6HI417WUPz8/PSpn59p/+WXX+pHxPbt26cf9xo5ciR27dqFe+65R/fA8/PzLXPdsvpcvvgi5vIcuC6IGxIgAa8iYNy0e5XTnuzs4ZV4PdPsYMwoxNY1H9vbNRuGpYuX6vDGA4EomD82G3+ZhA5NlVBvP2pJ0+Lc+TaMLdRDP7SoJ5qIqFvZ4mI+slImomfTDpiTbS6zTLujWLncfCPhPwxjB9UuIVdtxL6bYx4GX4ielt5xCVkqIUnWc8hiTBmxKq16WWMhT20YU8il2Zcl3Uq4y2Jusvnkk0/0QZ06dfTe2BhfWmMvz2xPnToVN954I2644Qb861//gsRZz3m/9dZbeqhOVqcuWrRIL3KTYXijTO5JgATcS8D4vlrXYi/OOr244/LmK668Kh9/aJ+lJxsZ2bEUHLUR1qcXeknoFAp/FPo7kIUs1SuNfWkdMr/agaUTImDqvOdjwaQFMA1jqzzHl2Ds6AzoDnLtSIxbYNhHwiS5WZgYOwdHlWnHmWaR/XAcjL5urwXmuJyXYPL4EPbtVcby6dQWbWvIQfHBP9A0pF27diD8S7G1KeViFla+dcgc1RKhweZDN+xEjA8cOICVK1dCRqCLq0LsZHpYFl6XZFdc/uLiyyXc1113nS5PnpOUA5m7lr28eEUev/Dz85NTGHb6xLyRRxjk8MEHH0T16tUhw+k9e/bUb1aTl7XI0LqsSq/IRS7iDwMJkAAJeBqBo9kFz1YFXlNEih10t4GaW87E3H9EKFELQ6+JqXipp7mIzHRsNw9L5+/KwDd1lXjW7YW5H6lh7RjDfhU+nnmnKcOBlVirhqItInvT9aZ4ta0ZqPLq+WclvOochw/B0opAc5zEG+F8PuTlP4VDfpEhAyPDBeSfOGGV5yiyPliAid2iMFP5JFb+MQ+hYw05ck/429/+pl8qJnq3YsUKiECj0J/EibDLyLK8gCw42HV3EuUSbpnbFh+XL18uO0jP++6778ZHH32k31EuPyyiE0rYiL3YycK13bt365XlYj5gwADZQW4C9AE3JEACJEACzhNQQ+mx5gVspsL8ceedRj/5KP5t7nIH9l2InIOq13xwqdXQ/HktlmjaFqZ5dKWq5tXhprKc2G57Sr9JU96maR3q3zIIa803E7alr8XQJk2s8rRAh+ixBXP1tWOxdGZk0REH20KcPpPHJ+Vx6DNnzuietwi1Uagci2hLmtiIrZHmin25hLtevXqQXrIMe8vYvfSc5RWIs2fP1m9PW716tfZNnNYHVhsjTobUrr/+ev0cuCTL8LnsZaWg7Lm6XCgwkEDlEPDzM42aOVq7n1/58jlaT1WxbxDS0tLU/N+VWFrOynHQMtQsumXIe/4o1k7tiw5N60NGSQMCbkZ9Ecso0xB5GUooMAluAEsrLjrQhotrsWZ7QTGlHgWGImLkUuzfPxeRpjmAUrM4a3DbbbdpDRNdE6EWwTaOZS+iLTbO1lM4f7mEWwqR+WqZt46NjdWrw0WIBw0ahMzMTAwbNkw/+iWPe02cOFHPW8sLWuSlLPKyFsnv52f/Cy4r0CVdevGy94xAL0igahGQ73N5WuznZ/97XZ6ymEcRCG1lmTtOX70O51VU8Z8TyFq9FmslbDtUim3xpSA/XfVoW2DQ9HRkHc+Hvwx7q6HzsPtjEdsnDP4lZLWbVCMMrcyPaWH9dmQU7qnfvxAicpaQMQ6muXS7panIflilerkWe+P4WCbWTeuFBg47qIp04iPCLO8hEX9EvGXoXI4lTtKcKLrYrOUWbhmvlx8Vkcc/Jk2ahIiICL1iXO7OXnjhBf1DI+3atcP8+fP1m9LktYjyGlR5a5p4U9x/DCkpKZKsy9MH3JAACbiNgIyWySNhhSso7vtZ2M76XMqR8qzjeOwkgUaR6GVMja6bgdcPl1DegQUY9MggHf6xUQluCaYlJX32/CDTy0/8+2FhzkmclJeYqKHzHSvmYu6gMJR882Cv5AaI7GkaYMf5BZi11Dwmb89UxWWtXYmSLZSRh32aN2+O+++/X9+AyEpzOZY4d7lZbuEWh4zFaU888YR+1aEMn8vqcBnmDgkJ0c94yzvIZTXdLbfcAhlCnzZtmmSFn1/RO/MNGzbo95ZLrzwoKEjbcVOUAGNIwFUErr76av1op/wgkDNlyndc8jv7Ihcpg8GaQCjGzewHUyfyECYOScJnerm3tY06Pn8IM0fMhKz0BgIR+3fzIjKV5OjntLEqrFN39KxtqtlURj7WvrPSdOjgNnTwOESY82SM7oukYp4dz183FFEvmlphNveaXWhoqH6bqLxRVI7d6Xg1ZwqX3rXkHzp0qP7VL7nLkHlvebVpp06d0K9fP0mGiLXxBjXjC64TrDbjx4/HkCFDULduXUyZMsUqhYckQALuIiDfNylbXh0p+/IGeTRG8soNuuwZXEfA//6XsDQm0FTg3pno0jAcQ19ORfreozhxIANr34hHh+BwJO01mQTGLETCXabj8myvN94c9v5T6Dc1FRkHTKu2xDBk+wAAEABJREFU4++oj0Griulv14D55gJY92oS1opvJ07AuAdA3VjMnWZ+KxqyMLNzfYQPm4PU1Rk4dOIQMlYvwMRuTVB/YCrs3ZeUpx2VkUcW1916661ur9op4ZZetXgoPwUovwomP+8nPw0obz+Tn/wbPHiwnvN+7LHH9Jy3DIOLOEueWrVqyU4PLciB/LiIDKfLm9TY2xYi3hLopzcTaNiwIWSx6aeffqp/d0BGyxxpjywqlbyytkXWvEh5juSnbVkIBCIy+SusGhlqMr54CKkJQ9E3ogWatOuJQU8tQZZZTxsMX4WvkiNhlnmTvYPbO0ckIEznyUfG9KHo2a4FZNW2/PBHg04R5vnnQzj0nTYybYIjERlsOjy/fSYGiW9NmuCpbaY42TYYuQOZr0Sa8wOHUiZi6CM9Ed4kHD0fGYs5u2SAvDZil82FqcsnuRjsEXBKuHv37o0GDRroHrXxVhiZ6/7ss88gw+izZs3SL1+RN6jJ8EF8fLx+XjspKQlRUVHan927d+Omm26CCP7GjRshc+c6gRsSIAG3E5B3MMj7E6SXIC9WkhEz+UU/+V5K5ca5xNkL8qbDL774Qv8sr5Qj5Uk+BhcTqKHEe1omTu5bhakxYahtrcyBtREWMxWrPj+J/TOVaNeAc3+NRuGDfUsR27q2pRft3ygCoxbvR+byWLOoA+dsFpmFImGz5LF2rKgboYNXIefIDswdGYFQ62H4wFBEjJyLHUdyMLdnnaIZGWNDwCnhvvLKK7Fo0SLIQ+gizPv377cpXF4L9+STT+K+++6DpD311FP61acjRozQdn/++af+sRF5LlwE38+v6Ly3NuSGBMpIgGaOE5DvsayAle9weHg4JLRq1UrflMtQeuEgN+uSLnbyvZVf+Bs4cCCkx+147czhCAH/RpEYtWAHco6d0aOVsnr5zLEc7FgwCpEh1vPRRqkNMGq32XZBpBFp2TcYk2kuJxOjGlmi4d+oF+Zm5OCkecX2yX3rMLVPA/hfU7Cie+H9Bfb6qK7kOWYuz1RnERsxvCkMsdPWITPnZIHtMVkRHouwm6D+IrHQXG9Bfqt2nFmIoi1R2cr4iVxg8u2Mk+WUsTq3mDkl3OKR/ESnPMNtvB1G/gOQnrgEWUEuw+fSu5a7cvmFMGNeXMRevuzyfnIRdCmLgQRIoPIIiCCLGEto3769Xmgj3+PCQQRe0sWuefPmdt+QWHmtYM0k4PsEnBZuQSRf4D179uD111+HLE6R3+iW3rS8vlTSZQ5chtnkZS0yHCc/4SlvTMvIyMCbb74JmRMXOwYS8C0CbA0JkAAJuJ6AS4Rb3JLHQGTIe/Hixfj+++8h89XyU50yd33ttddi7ty5kB623L1PmDABsphty5YtkB665GcgARIgARIgARIonYDLhLu4qmQOTHrg8hNo8mKWl156Sb+oRYRdhtmLy8d4EiAB1xJgaSRAAr5BwO3CLZhk8UubNm30q1DlFanyrJvEM5AACZAACZAACThGoEKE2zGXaE0CJOD7BNhCEiCB8hKgcJeXHPORAAmQAAmQQCUQoHBXAnRWSQIk4FkE6A0JeBMBCrc3XS36SgIkQAIkUOUJULir/D8BAiABEvAsAvSGBEomQOEumQ9TSYAESIAESMCjCFC4Pepy0BkSIAES8CwC9MbzCFC4Pe+a0CMSIAESIAESKJYAhbtYNEwgARIgARLwLAL0RghQuIUCAwmQAAmQAAl4CQEKt5dcKLpJAiRAAiTgWQQqyxsKd2WRZ70kQAIkQAIkUA4CFO5yQGMWEiABEiABEqgsAvaFu7K8Yb0kQAIkQAIkQAIlEqBwl4iHiSRAAiRAAiTgWQS8Qbg9ixi9IQESIAESIIFKJEDhrkT4rJoESIAESIAEHCVA4XaUGO1JgARIgARIoBIJULgrET6rJgESIAESIAFHCVC4HSXmWfb0hgRIgARIoIoRoHBXsQvO5pIACZAACXg3AQq3d18/z/Ke3pAACZAACbidAIXb7YhZAQmQAAmQAAm4jgCF23UsWZJnEaA3JEACJOCTBCjcPnlZ2SgSIAESIAFfJUDh9tUry3Z5FgF6QwIkQAIuIkDhdhFIFkMCJEACJEACFUGAwl0RlFkHCXgWAXpDAiTgxQQo3F588eg6CZAACZBA1SNA4a5615wtJgHPIkBvSIAEHCJA4XYIF41JgARIgARIoHIJULgrlz9rJwES8CwC9IYEPJ4AhdvjLxEdJAESIAESIIECAhTuAhY8IgESIAHPIkBvSMAOAQq3HSiMIgESIAESIAFPJUDh9tQrQ79IgARIwLMI0BsPIUDh9pALQTdIgARIgARIoCwEKNxloUQbEiABEiABzyJQhb2hcFfhi8+mkwAJkAAJeB8BCrf3XTN6TAIkQAIk4FkEKtQbCneF4mZlJEACJEACJOAcAZcK9969e/Huu+9i/Pjx6N27tw4DBw7E6dOnbbz866+/MGPGDDRp0gQdO3bEtm3bbNJ5QgIkQAIkQAIkYJ9AqcJtP5tt7NmzZxEfH4+uXbti2LBhePPNN/HJJ5/o8PHHH+Pnn3+2ZPjll1/QqVMnLdw1a9bEN998g379+uGLL76w2PCABEiABEiABEjAPgGnhVt6z48++ihWrFiBhIQE5OTkIC8vzxKOHj2Kxo0b69rPnDmDvn374uuvv9ZCv2fPHmzcuFGnidjrA25IgARIgARIgASKJeC0cG/duhVbtmzBU089hTFjxuCGG26wW9nvv/+O/v37IysrC08//TQmT56MK6+8Es2bN8dVV10F6YnbzWgT6UMnR5LRPqg9ko/4UJvYFBIgARIgAbcTcFq4d+7cqZ0cMGCA3tvbnDt3DjExMfj8888xduxYPPvssxazadOmQdLvvvtuS1zZDnKR3CEIQUFBGL65mBxaHEtILyYbo0mABEiABEjAUwk4LdwnT57UbatTp47eF96cP38eDz/8MHbt2oVJkybhmWeesZjI0HpycrLudQ8ZMsQS7+hB2sDh2OJoJhfYe04RWzC8pBsYz3GUnpAACZAACThJwGnhFmH28/ODv79/EVf++OMPxMbGYseOHXr++4knnrDYiIjPmzcPt912G9577z1cffXVljSHDvpHIxppiImr2tLtEDMakwAJkAAJeC0Bp4VbWl6tWtFiZNHa0KFDIXPg//znP/X8t9hKENF+7bXX0LJlSy3axc2Li23poR8mTg4BViZW8fni0knRggRIgARIwPsJFFVcB9t0+fJliEgXzibPab///vt6aHzUqFGW5AkTJsAQ7TVr1uD666+3pJX3IDg+BVOaZiMxNhm5ZSgkd257PTcu8+MS2s81cpnnzQv33jcP1/a2c+km24K89isuXFdQUNFh/S1xprl68cVeetEyCha1mfLGqDEHIG2guZzC/tt3jbEkQAIkQAJeSMBp4fbz84Ofn59N0y9evIjXX39dD4PLYjQjUUR74cKFuqe9evVqXHfddTrp+PHjeoGaPinXJhhxS6Yg5GAiYiwibL8gEbo2k1sgxXhkLXMKMLkNTAIcjKiHpPeeajNnnpuzXxeWtsZqOP7Ieiw9GIJBPYJ1mr2NqS5gSmbB43Ep/a0t1c1GeBBSexvpe9QNiBr272B9A7IFU1cMwh7DX7VP6S/5TDcAXZIlb4qaLgCil8mxCsldrCuplGNWSgIkQAIk4B4CbhHuI0eOID8/X7+QRdyWefAnn3wSItqtWrXSw+OBgYGSpMNdd92lF67pk/JuGsYhRQ2ZZ0+OKX7I/EgyEleKwM2HRdos+aZqsQ7uMQghqv+autlwJBfrV2QjWs2lY3+2pUefu2EpspsOQlRDw67QXvXSY1aGKNHeiTgrmy7JVnWrLCGT92B+N3WgP+oGZFI0cHAp1lseE+uC+TviYH170GWcuknBfmRbbHRmbkiABEiABKoAAaeF2x6jw4cP62h54cqLL76Idu3a4e2339Z7WYgWEBCg042NvHlNbI3z8u6D46cgGqo3OtOqZ2xVmElsp2CiRShNicFNWqgDsxA2jMKgpsD+HPPwue5ZR6PfuDDVoy8Q1OwD2UCLEBtBVYVYPlvWpAElCbu2DCnaYw9R9ag2ZKnitYmxUTcCpqH0IASFJyqLbBSxMWy5L0SApyRAAiTgOwScFm57c9wy9C2IpIctz2lXr14dSUlJWLt2La699lpJsgRjftzeAjeLUZkPumD+MtVjXRlj99luLbZqOL1NkBI/6zBQiaylDtNwefaK9bp3nSs96/790EULejaWbhBB34JU6bn3tvTbLblNB7nI3q+OShB2lVq2jxolaC++DoTN8L4a0C9bflqRAAmQAAn4FAGnhVveNy7ifeHCBQuYbt26ITExEatWrYL0vuU95CNGjIA9cZZhdMkob0+TvdOh23zIPLK9Z7tDmim5azrFZr644PWsBUPaugeuh6vNw+RaoM2CLj3tzalqMF31wgv13At8D0aIdOILIsp5lIvkWNW77p+CvDzbIfZyFshsHkCALpAACZCAMwScFu7atWvr+mVeWx+oTd26dTF69Gjce++9KDwsrpJtPrm50oMFbrzxRpt4Z066JMtirTTExC61KaZAkG2ii55066eH3LM2yAK0AoHW+VemIlkWq0kvvGhOS4y+SVC29gftLWblOtCjAOXKyUwkQAIkQALeTsBp4W7fvr1mkJZmPdyso8q0SUlJ0XZGOfrE6Y15yPxgtpoLtiqs20Tox8bCTSuyLSlqOHq4zWr0LujXX81zr1iKbGuB1oK+H0tlsZruhVtKKHJgekQtDTGFHv/aEleo7iI5rSPMPXfrGwDla8zkbGsjdRyCsKaAzap3FcsPCZROgBYkQALeRsBp4e7cuTMiIyMxe/ZsvPzyy/rnOWXovDQQMrQuL2aZO3cuWrduDSmntDwOpWuRLpwjGHE78tRQugiq1Tx3eBb6xQfbGHfpHY1sJfzRNgItgq5uBg4qoVSj7jYZipzYrysGar68iG3xEV2S96ibDSt/Y9Vcd+YU2Fav6pLV6GpuXy9g43PcxQNlCgmQAAl4OQGnhdvPzw9vvPGG/uUvWYAm89u1atXSLyzRIiILq+wEGU5/9dVX9bPekt/Pz/ZZ8NK5KrFSIpxX7DPL5vS8PKvHrUylmp59zlPzxkawM3+s5spl/rvgUS3rvAXz4abY4rdF6jL8bRiHnXl2ytHx1j4XtEP8yZNHw4rYqPrN/mobow4VzQ8JeBMB+koCJFA6AaeFW6qQ94yLCMtitPHjx0NCfHw8pCcuv/plBDmXeEmfM2cOsrKy8NFHH6FBgwZSDAMJkAAJkAAJkEApBFwi3EYd9957rxZtEebJkydj+fLlkNeaGkHOJV7S5WdApddt5OWeBEiABDyLAL0hAc8k4FLh9swm0isSIAESIAES8B0CFG7fuZZsCQmQgA8TYNNIwCBA4TZIcE8CJEACJEACXkCAwu0FF4kukgAJkIBnEaA3lUmAwl2Z9Fk3CQIWHAkAABAASURBVJAACZAACThIgMLtIDCakwAJkAAJeBaBquYNhbuqXXG2lwRIgARIwKsJULi9+vLReRIgARIgAc8i4H5vKNzuZ8waSIAESIAESMBlBCjcLkPJgkiABEiABEjA/QQcEW73e8MaSIAESIAESIAESiRA4S4RDxNJgARIgARIwLMIeK9wexZHekMCJEACJEACFUKAwl0hmFkJCZAACZAACbiGAIXbNRxZCgmQAAmQAAlUCAEKd4VgZiUkQAIkQAIk4BoCFG7XcPSsUugNCZAACZCAzxKgcPvspWXDSIAESIAEfJEAhdsXr6pntYnekAAJkAAJuJAAhduFMFkUCZAACZAACbibAIXb3YRZvmcRoDckQAIk4OUEKNxefgHpPgmQAAmQQNUiQOGuWtebrfUsAvSGBEiABBwmQOF2GBkzkAAJkAAJkEDlEXCLcOfn52PLli14/fXX8cYbb+DTTz/F2bNnK6+VrJkESKB0ArQgARLwCgIuFe5vv/0WY8aMQfPmzRETE4Nnn30WzzzzDHr06IHGjRtj2rRp+OOPP7wCDJ0kARIgARIgAU8k4DLhnjFjBu666y4sW7YMrVq1wujRo7Fw4UIkJydjxIgRCA0NxYsvvoh77rkHX375pSeyoE8kQAKeQ4CekAAJFEPAJcK9fPlyiHBfd911eO2117B+/XokJiaid+/e6N+/P5KSkrB161ZMnjwZubm56NmzJ3bv3l2MS4wmARIgARIgARIojoDTwv39999jwoQJuPbaa/HRRx+hb9++duuqVq0a4uPjsXHjRpw/fx7Dhw/Xe7vGPhSZO7c9gjokI9cNbdoSF4SguC1uKJlFkgAJ2BDgCQl4EAGnhVt62ufOncP06dMRHBxcatPatGmDp59+GsePH8dbb71Vqn1pBloYg4IQZB0oZqVhYzoJkAAJkICXEnBauKWXLaL50EMPlRnByJEjIT3w+fPn4/Lly2XOZ2uYi+QOQWizYhD25OUhzwiZUxBia8izMhDQN0BuGhkoQ/U0IQESKDsBWlZxAk4J97Fjx3Dy5ElEREQ4hPGaa67RC9h++OEH/Pjjjw7ltRhvnorEgyGYsiQOwZZIddAwDjuTu6gDfkiABEiABEjA9wg4Jdy7du3SRGSluD5wYNOhQwdtLcKvDxzc5ObsVzlaIKSh2vFDAiRAAiRQOQRYa4UTcEq4a9SooR2uWbOm3juy8ff31+ZXXnml3ju6Ce4xSA2JpyFxbhmWfR1JRnvrOfAiQ8KmYXcZ8reEQjaWhWCbh5vn04ejYFmYnfxF5tm3YLi1D0XSiyNQKJ8qo33hNhdqX5F05alN3aoMy6I2c942k7OBg4loI2lB7ZF8xOyPpb1BdtpttuGOBEiABEigwgg4JdydO3fWjpbnuWzJI/PcISHlnJFWQ+Ipk0OQPbmNEhRrEdUuFWxEeMIT0WKZMQ++B1OgBMpamNWw+9KH9hTMk+elIFpErLC47k9E+zX9zHbzYRqQ36IEuY0qcYrVXLvKX+CBWRBT0c96Hn5lDIoKrHUmdaxFNQZp/VPMdao2qDn8FirJ8lHlBMUCKUbZy6I1k+GbLRbInZsIWNpvKiNE5dP1K447Vd49iiWaGm3YiTgZyRB2A/djSqbKo2xkHUFK/4JyeUQCJEACHkagSrjjlHAHBgbitttuw1dffeUwLBHuW2+9FVdccYXDeY0MwfE7kaeELARpiNE9xcICrnrCz6cBSvjmd7PkQtySKQhRwjzVELdu87EzPtgwUPsumChCtj8bNv35gy0wpdD8+ZY4JawieDus59q7YL6NXYgSP0PoVfFKLKcoAcxesd62fJVU8FG+xyYiW/meZ12WyjvfxtdopFjX3W0ipjQF0tYUjAcIp4L2qxpUGbr+A6qXrU6L++jpiKaDECUibjbqkmzVDnMcdyRAAiRAAhVHwCnhFjcfeOAB7Ny5E8Z8t8SVFlJSUvTjYLGxqqtYmnFp6UqEpMdYIOBWw7xH1mOpLGAbZ+obW4pqGALpte7PsZFl6OFwfQMQBNPQcRayLZnUQdMwNTyv9pbPFqSuBEIeioK17FuSjYNC4ifRIc1CVE+8UPmSYATtOxDdu5DvRrqx79/P3PM3IoIRohtX6KZD3SLIKnxjKiBG+Y3CNyZGEeZ9cBNVkLrBaVN45MGczh0JkAAJkEAJBNyU5LRwy6NdN954IwYPHqzFuDQ/s7KyMHbsWN1Tf+yxx0ozL3u6FvA9qreZjcRY8wtPskUY1Xl4kBpOtw6ql2xVsn4USgl2DAqGpPXQsZWNPmwRYivQR7Khl8g1CdbJLt1o30MQpvTd2XJNNyRtYD0dUKYhbzUSoW+I1LC6SfALj2g46xnzkwAJkAAJOErAaeGWR7vkNae//vorZKX4ypXSlSvqhjyv/eqrr6J79+76jWm1atVy4hnuouWbYoIRNyla9WSXYr0srgqRHrIMUxfM0co8rRH08LiaR46ZnI1omQO2HpI2FVjy1txzL9monKna93Lmtc6m5qljVpoY6PZap5XlWN8QCT+5KZIpCasRjbLkpw0JkAAJkIBLCZRTuG19uPfee5GamgoR47i4ONx///14/PHH8a9//QsTJ06E9KzF5p///Cekdy6Pj23btk330i9evGhbmEvOWpgeE9PCmo2lG2yHxEuvIhfrV9gMkheTRfWIm9rOJxdj6Hh0uX0vS1WmIf6yWBbYqJuiHSmIVpMHWWVBU5CRRyRAAiRAAi4k4BLhFn/uvvtu/cMhixYtwtVXX41Vq1Zhzpw5kLejrV69GgcPHtTvKv/88891moj7pk2byi3eMrytV0VL5UZQvef2A9MQMnmied7XtMhMVp5br7KGzPfGmYfTtUDaim/u3BgkHjQKLWmvxEwWuslQss088BYMtzkvqYzi0rpgvnmFuE07VRuHF34crLgiJF733LNtbl70gjpJswqm+WzzSIU5Pnfu8ILHwiRucyoUXZcM30txDCRAAiRAAo4TcJlwS9V+fn6IiopCWloavvnmG6xZswbp6enYt2+ffkPa5MmTcdVVV0Ge/5b3lDsr3iLIMvdqCeGJ+rEv6yFhWVGdpwQwbWCQ1Tx3G2T1jjPPVyuBlJXpIr5qnlvKkrluu3Pc0sjCQQ8lq56oVf6goBigtEVlhcuxd26eY4Z+5M3sf/hShPUItmdtP078U+23ZpXaOw9F5rj1avRsJIYHKU7tzYK933wucSroR8N2mh4Vs18bY0mABEiABNxMwKXCbe2rCKD0wtu0aYN69eppsbZOLyze0iu3Ti/tWAuy+dliY85a9jaPPRmFiAAWsrWxE3GzShfhN5Vf8OhTl+Q82DyWZZSt90r8rfJb+6HLsX5cS9sDOj6voHxzdNFdId/y8gqEszifdLx1nYXaL20vYqNuY+J2qDbqdpjqMPloxMneFF/UScaQAAmQAAlUFAG3CXdZGmCI96xZs3DfffeVJYsX2NBFEiABEiABEnAfgUoVbmmWiLc8SnbTTTfJKQMJkAAJkAAJkEAJBCpduEvwjUkuIMAiSIAESIAEfIsAhdu3ridbQwIkQAIk4OMEKNw+foE9q3n0hgRIgARIwFkCFG5nCTI/CZAACZAACVQgAQp3BcJmVZ5FgN6QAAmQgDcSoHB741WjzyRAAiRAAlWWAIW7yl56NtyzCNAbEiABEigbgTIJd7UlS1A9KYmhijCQ643z58v2L4hWJEACJEACFUqgZOFW/3lf0bIlajz2GKo//zxDFWEg1/vKBg3gd+JEhf5jZGWeQ4CekAAJeC6BEoVbel5+hw55rvf0zH0ETp+GXH/3VcCSSYAESIAEykOgROFmj6s8SH0ojxpx8aHWsCleS4COkwAJWBMoUbitDeX4r44dcWnSJAYfZSDXV64zAwmQAAmQgOcSqOaIa5dFuBMScInBJxnI9XXk3wNtSaAqEmCbSaCyCTgk3JXtLOsnARIgARIggapOgMJd1f8FsP0kQAJeTICuV0UCFO6qeNXZZhIgARIgAa8lQOH22ktHx0mABEjAswjQm4ohQOGuGM6shQRIgARIgARcQoDC7RKMLIQESIAESMCzCPiuNxRu3722bBkJkAAJkIAPEqBw++BFZZNIgARIgAQ8i4ArvaFwu5ImyyIBEiABEiABNxOgcLsZMIsnARIgARIgAVcScF64XekNyyIBEiABEiABEiiRAIW7RDxMJAESIAESIAHPIuBrwu1ZdOkNCZAACZAACbiYAIXbxUBZHAmQAAmQAAm4k4Dbhfv8+fNITk5G37590bBhQ9SpUwf169dHx44dMXToULz00ks4d+6cpY2nT59GWFgYVq1aZYnz2gM6TgIkQAIkQAIuJlDNxeXZFJeRkYE777wTU6ZMwccff4yAgAC0b98eLVq0wLFjx7BhwwbMmDEDbdu21ceSOS8vDydOnMA333wjpwwkQAIkQAIkQAJWBNwm3Fu2bMGgQYMgQty1a1csWbIEe/bswbvvvouNGzfi8OHD2L59O0aOHIn8/Hzd+05KSrJyjYcuJsDiSIAESIAEfICAW4T73//+txbiP//8EwsWLMDbb7+NyMhIVK9e3YLMz88PISEhSEhIwBdffIEBAwbg1ltvtaQ7e/DDwmiE/nczhE7Y7mxR7s1/6QwOvDsDj/Rsh5bir4SwdugcMx7rcg9idqRqg4obteGCfT/y0vCISg/97yFIzbNvwlgSIAESIAHfIeAW4Z40aRIuXLiA+Ph4REVFobS/oKAg/N///Z8W79JsfSr9l+2YogS7z3OLsDvnDC7UDEC9ukEIuHgGP+xbj4zvmiIyqi7kL33TB7An3Xlb12O3GHSNRq8gOfCSQDdJgARIgATKRcDlwv3tt99i/fr1uOeee/Dcc8+V6NTevXsxa9Ysm7Bw4cIS8/hM4tntmNTzcSw7DNRsMgBzNu7Foazd+PDD7cj8ei8+nD0AjWsCzbpGoZ40eusHyDgrB9YhD9s2fKojIrt3hTLXx9yQAAmQAAn4LgGXC/eiRYs0rSFDhqBatZKLnzlzpo1oi4i/9dZbOv9VV12l9766OfBGkmlo+7bxWP1eAiIbWctuTdTrnoAR7VXrm/bFwKZqf+kDpJs0Wp2YP2d3Y7vEVe+Knp2s85vTuSsrAdqRAAmQgNcQKFlZy9GMbdu26bnsTp06lZpbFqPJYjV74ZFHHik1v/MGZ/Ddu0mIiWhnmg9Xc8XhEQ9jyqbjRYelT3yK2aOiEB5mmnMOVfPQD4xahL2/WHmRuwh9VBmhfRbhhzP78OaorqZ56+btoG3PGLb7sGrpcXVSFyOSBqNxdXVY7KeuGi4X5QbWbbKdr7+wTYm55FO98oir5YCBBEiABEjA1wm4VLgvXryII0eO4I477sDVV5euJI0bN9aPh8kjYtZBVpxLWe6FfwYZE6LwwHPvYO/p69CuRzT6dVUCmbcPy57oivum7Suo/rAS5PuGYN4Hh4EmXdGvfxTa1b6A7z6YgZg3kJWFAAAQAElEQVR7H0fqiQJTfXRxL6b3fRjzfmqGXj3aol4NdYMgto8uwneXlEXuPuwVEa8bhUhVpYop8VOva080E4ttGdgt+eVY3VrIvLccRnbvyGFyAeErge0gARIggRIIuFS4L126hL/++gs1a5Z/2Hbfvn0YO3YsUlJSSnDb+aQLmxIwbE0eEBSFBTs+wOIXk/D8nDRkrhuPZqoHnLd4BpZpQT6I2Y/PwIFLar553HpkrnoZz0+ZgcXpGVjQOwi4sB0zXvvU1qGcD4DHd5tsX3wLH+54DT2VKb6agXnWneaAQATY5rR/FhyFvrerpDMbkL5P7eVzVvW2VTWortK6lp+3FMVAAiRAAiTgPQRcKtwi2Ndccw1EfMuL4PPPP9dZa9Wqpffu2uzeKaoHtBs9HhHW6tloMEZ0l1r3IT1DCfvxT5GRq84DBiBxaCN1YHwCEDF8IBqr0zMb0rFX7S0fZfvo360KDeiIR/9eVyd/d1iGyPUhcPGC6jebj0vcBaFbVCtlcQbr3jcp94XtSrhVDKKiEKFuNOSQgQTcQIBFkgAJeBgBlwq3tK1169Y4c0YNDX/3nZw6HOSZbskk5cjebcH8bFWtWtIVtq2lWTPT+PWZX5WR6mnr1Lr1UeRWolFT0xD2mV8hI9/aTjZ2bAMCrYQ8KMi0UjxHDX3rXr1kKjkE3dcTrZXJmbXr1E3CBWRskhuPAAz8e0cVyw8JkAAJkEBVIeBy4e7Tp49mV953jcvb1eRd5s2a6VldXZY7N6dOqV51oQoOHDioY+rVsRL148dwSsdabQ4fxAE5rVvXVtTt9KS/yzaViRoqw9Vd0bO72mMfkl/abiv6KOavtsqjh8u3I+PT7Vj3gbIL6IHIO9SeHxKoKgTYThIgAbhcuKOjoyEvVJk9ezZ27tzpEOLXX38dR48exeDBgx3KVx7jdp266my7X5mBDOvu8uFFmLdJJVVvi453qLnj4LaICFbnZ97BlIWH1YHxOYOM+csg4wpBnSJMPW8jKWcZ5m2zKvTwIsxeL4l1EXGnDJnXROToMTpP3prHcf/TafjO+hntSxfw3aYkzLPBp4bLe7dVhRxHxszXkK5GAgJ6RKIdh8kVE35IgARIoOoQcLlw+/v74+mnn8bly5cxfPhw/Pzzz2WiuXr1av3609DQUJ2vTJnKYrRpPDp37moThr1zHDW7j0fi7UqY89ZjWIeueOTpBEwaFY3wnrIQrSZaj09Av9pSQVOMmDQAQUogD8yMQnjfMZiUOB6PREaYFrfVjsYLo1uJYUGoWxN7n4hEn1GqzKeHoHMfKRMI6p+AEaZReKDRcCyeE63LzduQgAfaNEPLu8TPjghv2RoPPPEOvlMj9QWFqvz3RaGdijjwlfTeA9Azqq0644cESKCSCLBaEqgUAi4XbmnF4MGD8eijj+LUqVOQHxhJS0uTaLvh3LlzmD59uv6xkVtuuUW/17xGjRp2bcsVeeEMfjh+3Cac0r3buhi4JAMp/4xC66vzsHtDGlLlca8WUUhcpuIfKViIVrNjAra+/zIebd8IOPgBUleux+7TddHukZfxYXqS7eI2cTJgIBasGoN6h9YjdcOn+KFmI0SOW473/9nR5rGtgK5J2JrxFhJ7t0KQmgK/8Iv4macUupEqOwkjZGhcyjNCUAQsWl13gGmluZHGPQmQAAmQQJUg4Bbh9vPzwwsvvIBp06bpXweTXwDr1asXPvnkE8gPj8h7zHfv3o05c+agXbt2+j3l4eHh+lfDgoNlXNp59vWGpuHQNwfshtVDZbha1VE9AK0HzEDKrr1mu73ITJmBgbcrFVXJ1p+awV0x4c31yPzaXOZn67H42a6oV9PaquC4przGNN1crrKdM7QVAlSvvcDCdFQzqC0GTl+OTz4zl6t8zsyQsqPRuIgbQei32Gz3oWmo3VQKtyRAAlWeAAFUGQJuEW6D3pAhQ7Bp0yZ069YNsuhM5r9l4VmDBg3w4IMPYurUqbjiiiswb948rFmzBnXq1DGyck8CJEACJEACJGCHgFuFW+qT1eGLFy/G/v37IT/xKS9XefbZZyFxu3btQmZmJvr06SOmDCRAAiRAAr5BgK1wIwG3C7fh+w033AAZLhfhHjNmjO6FN2zYEH5+foYJ9yRAAiRAAiRAAqUQqDDhLsUP30gOHozVao760OrBphes+Ear2AoSIAES8G4CPuY9hdvHLiibQwIkQAIk4NsEKNy+fX3ZOhIgARIgAc8i4LQ3FG6nEbIAEiABEiABEqg4AhTuimPNmkiABEiABEjAaQIuFW6nvWEBJEACJEACJEACJRKgcJeIh4kkQAIkQAIk4FkEfFi4PQs0vSEBEiABEiABVxCgcLuCIssgARIgARIggQoiQOGuINCshgRIgARIgARcQYDC7QqKLIMESIAESIAEKogAhbuCQHtWNfSGBEiABEjAWwlQuL31ytFvEiABEiCBKkmAwl0lL7tnNZrekAAJkAAJlJ2AQ8Ltt307qiclMfgoA7m+Zf+nQ0sSIAESIIHKIOCQcFcT4X7+eVRn8EkGcn0r4x+hZ9VJb0iABEjAswmULNz+/p7tPb0jARIgARIggSpGoETh/is2FqB4V7F/EgXN/SsysuCER5VCgJWSAAmQQGECJQr35dq18ednn+HSpEkMVYzBxXXrcLlt28L/XnhOAiRAAiRQyQSqlVb/5dBQXEpIYKhiDNjbLu2bURXT2WYSIAFPIFCqcHuCk/SBBEiABEiABEjARIDCbeLALQmQgJcRoLskUFUJULir6pVnu0mABEiABLySAIXbKy8bnSYBEvAsAvSGBCqOgNuE+9ChQ+jVqxeCgoJ0uPXWW9GvXz9MmDABCxYswIcffohPPvkEJ0+erLjWsiYSIAESIAES8HICbhHu/fv3o1u3btizZw/uvvtuHZo3b46ff/4Zy5cvx3PPPYeHHnoIvXv3RrNmzXDfffdh7dq1Xo6S7pMACZCAZxCgF75NwC3C/cILL+DSpUv44IMPsGbNGkvYunUrjh07hq+//loL9ZQpUxAfH4+jR49i6NCh2LRpk2/TZutIgARIgARIwEkCbhHuu+66CyLKTZs2tete7dq10b59e8TFxWHy5MnYtWsXbrzxRiQkJNi1ZyQJkAAJkIC3EqDfribgFuEePXo0hgwZUmZfb775ZnTv3h1HjhzBb7/9VuZ8NCQBEiABEiCBqkbApcJ95swZZGRkYOHChZg0aRIefvhhtGzZUi9Ok0VqMpedmppql7EMrUtC9erVZVdq+P333/Uc+ciRI0u1pQEJkAAJkAAJCAFfCE4Lt6wMj46ORq1atdCoUSPIsawcf+utt/TcdcOGDfXiNFmkdurUKYwYMQIbNmwowu748eMICAjAVVddVSSNESRAAiRAAiRAAiYCTgm3rB4Xod63bx+efvppPUedlpaGrKws/PDDD/pxL+vFaTKXfcstt2g7U/UF2x9//BF169YtiOARCZAACZAACfg0gfI1zinhltXjV1xxBZYsWYJnnnkGY8aMQUREhBZgPz8/7dHmzZuxfv16fXzttdeiR48eyM3NLfL89vfff4969eppO25IgARIgARIgATsE3BKuOU57TZt2uihcHvFP//88xg4cCAGDx6MpUuXapOQkBC9z8nJ0XvZ/Pvf/9aPjwUHB8tpuYP09MPCwnRPX54Rl3l1CcY8+CuvvGKZb69fv74eGbCuzDpd8tmzEXspT9KNINMCUq/kl3QjyLlhI3s5N9JkLzc1Em8EKePEiROSxEACJEACJEACdgk4Jdw1atTQgmunZB3166+/6r1s5Flt2cuct+wPHz4sOx3k2W45cFa4pYz//Oc/iImJ0Y+j5eXlYdmyZVixYoUeCZC3uUmcBHmrW2xsLAyhlL2ki5+SLqGwjbEgTqYBDDt5Jn327NmQOXqp3wgi7rJIT9KlLHlT3MyZM2GIt4j2P/7xD/0GOUmXIH4b+bknARIgARIgAXsEnBJueYyrsGBZVyJC1K5dO8ijXnIsacY8tgyXy7kEQ7hdNVQ+btw4SO9Vyr7nnnv0iMDp06eRmJgoUToMGzYMIvIyPy8R8mz5q6++imuuuUZOdRAbOZARAdl//PHH+F4N6csrWw07ySdTBdaL6qTnL2+CmzFjBiRd8oo/4peIuXGTIKMV8ipYSZfw7LPPWuzlnIEESIAESIAEChNwSrhFaEXU/vrrL13uTz/9pB8FkwVpv/zyC1q3bq3nt2WYvHHjxtpG8siB9FplL+Gbb76RHUJDQ/XemY28yEXm2Y0yRGDrqbnzv/3tb5A5diO+uL30hI2h686dO+uetLRR7EWM7ZVTp04d/QIZsZEgj8SJKMtNg5wbQdonNwtSnhzLivzx48cbydyTAAmQAAmQQKkEnBJumQP+888/IYI9bdo03HHHHfpHROT1pfJucnl7mvF8tuGJ9ExFGA3hlkfERNhltbkx/23YVuReesnSHhFS6+Ft8Vf8kGFy8VluPORmQOKKCzLkLqLcoEEDy5y6tFnm+4088i53GT6XmwFJkx659MSNdO5JgARIgARIwB4Bp4RbhEkKHTt2LF588UX813/9F+bMmaMXokkvVOZz5XGx/Px8MbMEEUgRQYmQ3qn8Qpi8sKVaNafckeLKFUSUZRhd5rRFwI3h7XIVpjJJb1qeWzfmwWX+2gjHjh2zDOOLWMs0gdhJT15ufKR+VQQ/JEACJEACJGCXgFNKKQIspcqPiXTo0EG/NW3AgAF6Tnvbtm16blnmhbt06QLrVeQyNy7DxZK3b9+++PLLL9G/f3859aggNxXnzp3TPkkvW4bOpT2Fe8YyT2491y/CLSvuv/32W523tI2ULfPmMsxvcCktD9NJgARIgASqJgGnhFvelCbYZP5afq5TBEjOJQQGBkJexvLYY49B3kEeGRkJEXNJu/LKK21Wo8swucRXVhC/ZQjcWpSl5yurwK19kp8ilXNZtCa9dDkWEZfhdTk2gsxtyxy39ap1SZMy5dExOZa9nMuxBBF/mf+WkQo5r7DAikiABEiABLyKgFPCLcO78m5xGfI15oKtWy+Pi8nct/QmL168qHvVIoY7d+6ECJu1bWUfywpwaY/Mzcucswydp6Sk2LyCVYbQ09PT9cpymSYQO7khefvtt/VLZ4w2yI2ALNATATfKE1sR8gceeECbyaNy0oOXeAnyaJi8qEZYagNuSIAESIAESMAOAaeE29/fH/ITnhs3bkThYeELFy5AXmMqC71uuukm/YMgly9fxvTp03H69GlMnDjRjjtljzLEUR7hMnKJ6EkvVvZGnOzFRoRU8si5BLGR+WVZJCbnkiY2xly0HMs8tbWN2Il4Sx2GnRxLnKTJELnsjSD1Gnayt7aVX1CTOCNIPeKTkbeK7tlsEiABEiCBUgg4JdxSdkJCAvz8/CC//CVvK5PQokUL3QOVXwaTR7NkgZr0XsX+9ttv14vXZE5czn0hcJjbF64i20ACJEACf3IIaAAAAf9JREFU3kHAaeEWIZYed6dOnSC9RnkM6o8//tBCPnz4cPzv//4vVq5cCenByvPa8px0165dvYNOIS+lxyy/fGYdLXEyzC0vV2GP2ZqMDxyzCSRAAiTggQScFm5pk/SwFy9eDFlJLUO/8hyziPXUqVMhoia9cRl2lrlcsffWIAvHNm3aZPNstsxTv/HGG5Chb29tF/0mARIgARLwHgIuEW7vaa5znspctvSw5ebEOhjz5M6VztwkUCIBJpIACZCAJkDh1hi4IQESIAESIAHvIEDh9o7rRC9JwLMI0BsSIIFKI0DhrjT0rJgESIAESIAEHCdA4XacGXOQAAl4FgF6QwJVigCFu0pdbjaWBEiABEjA2wlQuL39CtJ/EiABzyJAb0jAzQQo3G4GzOJJgARIgARIwJUEKNyupMmySIAESMCzCNAbHyRA4fbBi8omkQAJkAAJ+C4BCrfvXlu2jARIgAQ8iwC9cQkBCrdLMLIQEiABEiABEqgYAhTuiuHMWkiABEiABDyLgNd6Q+H22ktHx0mABEiABKoiAQp3VbzqbDMJkAAJkIBnEXDAGwq3A7BoSgIkQAIkQAKVTYDCXdlXgPWTAAmQAAmQgAMEKkC4HfCGpiRAAiRAAiRAAiUSoHCXiIeJJEACJEACJOBZBKqccHsWfnpDAiRAAiRAAo4R+H8AAAD//w+F31sAAAAGSURBVAMAikq2nuyjgloAAAAASUVORK5CYII=" class="kg-image" alt="How to Use ChatGPT for Job Search" loading="lazy"></figure><p>Start by opening the LoopCV AI Assistant from the sidebar while you are already in ChatGPT. This lets you build and use your prompt without breaking your flow or switching back and forth between tabs.</p><p>This is one reason ChatGPT for job search feels more manageable with the assistant. Everything starts from the same place, which makes the process feel more direct and less scattered.</p><h3 id="2-choose-a-built-in-template"><strong>2. Choose a built-in template</strong></h3><figure class="kg-card kg-image-card"><img 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" class="kg-image" alt="How to Use ChatGPT for Job Search" loading="lazy"></figure><p>Once the assistant is open, choose the template that fits your goal. The built-in options cover common needs such as cover letters, networking messages, salary negotiation, and interview preparation.</p><p>This is especially useful for ChatGPT for job application tasks, because many candidates need help with the same kinds of writing again and again. Instead of building every prompt from scratch, users can rely on a format already suited to ChatGPT for job application workflows. The same is true for ChatGPT for job interview practice, where better structure usually leads to more realistic questions and more relevant answers.</p><h3 id="3-fill-in-the-important-details"><strong>3. Fill in the important details</strong></h3><p>After selecting a template, complete the key fields. These may include the job title, company name, level of experience, or any other details needed to guide the prompt.</p><p>This is especially important for candidates using ChatGPT for resume writing or ChatGPT for resume tailoring. Many users search for how to use ChatGPT for resume writing, how to use ChatGPT for resume tailoring, or ChatGPT prompts for resume tailoring because they want their CV to feel more aligned with a specific job description. In practice, the output improves most when the prompt includes real context: achievements, seniority level, target role, and the job description itself.</p><figure class="kg-card kg-image-card"><img 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" class="kg-image" alt="How to Use ChatGPT for Job Search" loading="lazy"></figure><h3 id="4-click-use-prompt"><strong>4. Click Use Prompt</strong></h3><p>Once the prompt is ready, click Use Prompt to insert it directly into ChatGPT and send it automatically. That removes extra copy-paste steps and makes the process feel much smoother.</p><p>For anyone using ChatGPT for job hunting regularly, reducing those extra steps makes a real difference. A smoother workflow helps ChatGPT for job hunting feel like part of a routine rather than another task to manage. It also keeps ChatGPT for job search focused on the useful part: getting a better result faster.</p><figure class="kg-card kg-image-card"><img src="data:image/png;base64,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" class="kg-image" alt="How to Use ChatGPT for Job Search" loading="lazy"></figure><h3 id="5-create-custom-templates-when-needed"><strong>5. Create custom templates when needed</strong></h3><p>Built-in templates cover a lot, but some users want a more personal approach. That is why the assistant also supports custom templates.</p><p>Custom templates are also useful when you keep reusing similar prompt types, such as ChatGPT prompts for resume examples, ChatGPT prompts for resume free template, or an AI prompt to tailor resume to job description. Instead of rebuilding the same request every time, users can save the version that works best for them and reuse it across similar applications.</p><h3 id="6-select-the-output-language"><strong>6. Select the output language</strong></h3><p>The assistant also supports multiple output languages. Users can choose the language they want, and that instruction is added automatically to the prompt.</p><p>This is another reason ChatGPT for job seekers can fit a wider range of real-world needs, especially for candidates applying in international or multilingual environments.</p><figure class="kg-card kg-image-card"><img src="data:image/png;base64,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" class="kg-image" alt="How to Use ChatGPT for Job Search" loading="lazy"></figure><h2 id="best-ways-to-use-the-loopcv-ai-assistant"><strong>Best ways to use the LoopCV AI Assistant</strong></h2><p>One of the strengths of the assistant is that it supports several parts of the hiring process, not just one.</p><p>One obvious use is ChatGPT for job application support, especially when writing cover letters, improving short professional summaries, or refining a message to a recruiter. Another is ChatGPT for job hunting, where users may want help with follow-ups, outreach variations, or staying organized across multiple roles. The assistant is also valuable for ChatGPT for job interview preparation, since a more detailed prompt can help users practice better answers and focus on the exact role they are targeting. More broadly, it makes AI feel more accessible for ChatGPT for job seekers who want useful support without needing to become experts in prompt writing. In each of these cases, ChatGPT for job search becomes easier to use because the structure is already there.</p><p>Students and early-career professionals often search for AI job search prompts for students, free AI job search prompts, or broader AI prompts for job seekers because they may not have years of experience to draw from yet. In those cases, structured prompting can help turn internships, coursework, projects, certificates, or volunteer experience into stronger application material.</p><h2 id="why-the-loopcv-ai-assistant-makes-chatgpt-easier-to-use"><strong>Why the LoopCV AI Assistant makes ChatGPT easier to use</strong></h2><p>The biggest obstacle for many people is not the task itself, but the blank page. They know they need help, but they hesitate because they are unsure how to ask for it clearly.</p><p>Without guidance, ChatGPT for job search can sound promising but still feel inconsistent. The assistant removes that friction and gives ChatGPT for job search a clearer starting point. That not only improves ChatGPT for job application results, but also makes ChatGPT for job interview practice more focused and supports a steadier ChatGPT for job hunting workflow. Most importantly, it makes ChatGPT for job search easier to trust and easier to repeat.</p><h2 id="final-thoughts"><strong>Final thoughts</strong></h2><p>Used well, ChatGPT for job search can save time, improve communication, and help candidates feel more prepared throughout the hiring process. The part that often makes the difference is not the tool itself, but the quality of the prompt.</p><p>That is why the LoopCV AI Assistant adds so much value. It gives ChatGPT for job seekers a simpler way to create stronger prompts, use templates more effectively, and get more relevant results with less effort. It also makes ChatGPT for job interview work more focused and practical in real situations.<br></p><p><a href="https://loopcv.pro/">&#xBB; FREE TRIAL: Get Started with LoopCV &amp; Send Out 100s of Highly-Targeted Job Applications in &lt;10 Minutes</a></p>]]></content:encoded></item><item><title><![CDATA[Career Change Training: The Complete Guide to Switching Careers Successfully]]></title><description><![CDATA[Career Change Training: The Complete Guide to Switching Careers Successfully in 2026
]]></description><link>https://blog.loopcv.pro/career-change-training/</link><guid isPermaLink="false">69db221bd8ca988272df90e0</guid><category><![CDATA[Career change]]></category><dc:creator><![CDATA[George Avgenakis]]></dc:creator><pubDate>Sun, 12 Apr 2026 04:48:12 GMT</pubDate><media:content url="https://blog.loopcv.pro/content/images/2026/04/career_change_roadmap.png" medium="image"/><content:encoded><![CDATA[<img src="https://blog.loopcv.pro/content/images/2026/04/career_change_roadmap.png" alt="Career Change Training: The Complete Guide to Switching Careers Successfully"><p>Whether you are 28 or 52, changing careers is one of the most challenging decisions you will ever make. The good news: with the right career change training, a clear roadmap, and the right tools, it is entirely achievable. This guide covers everything from assessing your readiness to landing your first role in a new field, including how platforms like LoopCV are making the job search side of that journey dramatically faster.</p><hr><h2 id="why-career-change-training-matters-more-than-you-think">Why Career Change Training Matters More Than You Think</h2><p>Most people who want to switch careers underestimate the gap between their current skill set and what the target industry actually demands. A career change is not just about updating your LinkedIn headline. It requires structured upskilling, a repositioned personal brand, and a completely different job search strategy.</p><p>This is where career change training becomes your foundation. Without it, you are sending the same CV to a different type of job and wondering why nobody calls back.</p><hr><h2 id="step-1-take-a-career-change-quiz-before-you-do-anything-else">Step 1: Take a Career Change Quiz Before You Do Anything Else</h2><p>Before investing months into a career change workshop or bootcamp, you need clarity. A career change quiz helps you identify whether you are running toward something (genuine interest and opportunity) or away from something (burnout, a bad manager, a temporary rough patch).</p><p>Key questions a solid career change quiz should answer:</p><ul><li>Which transferable skills do you already have?</li><li>What industries and roles align with those skills?</li><li>What is your risk tolerance in terms of salary drop and time to re-employment?</li><li>Are you ready to invest 3, 6, or 12 months in retraining?</li></ul><p>Use your quiz results as the foundation for every decision that follows.</p><hr><h2 id="step-2-find-the-right-support-structure">Step 2: Find the Right Support Structure</h2><h3 id="work-with-a-career-coach-for-career-change">Work With a Career Coach for Career Change</h3><p>A career coach for career change is different from a general career coach. They specialize in helping you bridge two distinct professional identities. A good one will help you identify your positioning angle, reframe past experience for a new audience, and build confidence for interviews in unfamiliar territory.</p><p>Look for coaches with direct experience placing career changers, not just people transitioning within the same industry.</p><h3 id="consider-a-career-change-counselor">Consider a Career Change Counselor</h3><p>If your desire to change careers is linked to deeper questions about identity and purpose, a career change counselor adds a layer of psychological clarity that a coach alone cannot provide. Counselors often help clients work through fear of failure, imposter syndrome, and the emotional weight of starting over.</p><h3 id="join-a-career-change-workshop">Join a Career Change Workshop</h3><p>A career change workshop compresses learning and networking into a short, high-intensity format. These can be virtual or in-person and typically cover resume repositioning, elevator pitch development, and mock interviewing. The best workshops connect you directly with hiring managers and recruiters in your target field.</p><hr><h2 id="step-3-choose-your-career-change-training-path">Step 3: Choose Your Career Change Training Path</h2><p>The training path you choose depends on how far you are moving and how fast you need to get there.</p><p><strong>Bootcamps (3 to 6 months):</strong> Best for fields like software development, data analytics, UX design, and digital marketing. High cost, high payoff if you commit fully.</p><p><strong>Online certifications (1 to 3 months):</strong> Platforms like Coursera, LinkedIn Learning, and Google Career Certificates offer role-specific credentials that hiring managers actually recognize. Strong ROI for lower-investment upskilling.</p><p><strong>Degree programs (1 to 4 years):</strong> Reserved for fields with strict entry requirements like healthcare, law, or engineering. Usually unnecessary for most career pivots.</p><p><strong>Career Change Accelerator programs:</strong> These are hybrid programs combining skills training with active job placement support. Some include mentorship, cohort learning, and direct employer connections. If you want structure and accountability, a Career Change Accelerator is often the fastest route.</p><hr><h2 id="career-change-at-40-what-you-need-to-know">Career Change at 40: What You Need to Know</h2><p>A career change at 40 comes with distinct advantages that younger candidates simply do not have. You bring professional maturity, a proven track record of reliability, and a network built over two decades. Employers in many fields actively value this.</p><p>The challenge is combating age bias in some industries and overcoming the instinct to undersell yourself. Your job is to translate your seniority into value, not apologize for it.</p><p>Practical advice for a career change at 40:</p><ul><li>Target mid to senior roles in your new field, not entry-level positions</li><li>Lean on leadership and cross-functional experience as your differentiator</li><li>Be strategic with your CV: lead with skills and achievements, not a 20-year chronological history</li><li>Invest in visible upskilling to signal commitment (certifications, projects, portfolio work)</li></ul><hr><h2 id="career-change-at-50-the-strategic-pivot">Career Change at 50: The Strategic Pivot</h2><p>A career change at 50 is more common than it has ever been, and for good reason. At 50, you likely have financial stability to absorb some transition risk, deep professional credibility, and a clearer sense of what you actually want from work.</p><p>The biggest mistake people make with a career change at 50 is targeting industries that are shrinking rather than growing. Do your research on sectors with strong 10-year hiring outlooks: renewable energy, healthcare technology, cybersecurity, and data-driven fields are all absorbing experienced professionals rapidly.</p><p>Also consider consulting or fractional roles as an entry point. Companies are often more willing to hire a 50-year-old career changer on a project basis first, and these engagements frequently convert to permanent roles.</p><hr><h2 id="step-4-automate-the-job-search-with-loopcv"><a href="https://loopcv.pro">Step 4: Automate the Job Search With LoopCV</a></h2><p>Here is the part most career change guides skip entirely: the job search itself is a full-time job. Applying manually to dozens of positions while you are also studying, networking, and preparing for interviews is exhausting and inefficient.</p><p>This is exactly what <strong>LoopCV</strong> was built to solve.</p><p>LoopCV is a job search automation platform that applies to jobs on your behalf, across multiple job boards and platforms, based on the criteria you set. You build your profile once, define your target roles, salary range, and locations, and LoopCV runs the search continuously in the background.</p><p>For career changers specifically, LoopCV offers:</p><p><strong>Automated mass applying:</strong> You can specify keywords that match your new target role, not just your old one. This is critical when you are pivoting, because you need volume to get traction in an unfamiliar market.</p><p><strong>Interview preparation tools:</strong> Once applications start generating interest, LoopCV supports you in preparing for interviews with AI-powered practice tools, helping you anticipate the questions specific to your target role and industry.</p><p><strong>Career path building:</strong> LoopCV helps you map out realistic progressions from your current position to your target role, so you understand which intermediate steps might accelerate your timeline.</p><p><strong>Centralized application tracking:</strong> Instead of managing a spreadsheet of 200 applications, LoopCV gives you a dashboard showing where you applied, what stage each application is at, and where to follow up.</p><p>For someone going through a career change, having a platform handle the mechanical part of job searching frees up your cognitive bandwidth for the things that actually matter: networking, skill-building, and interview preparation.</p><p>Try LoopCV at <a href="https://loopcv.pro">loopcv.pro</a> and see how many more opportunities open up when your job search runs 24/7 without you.</p><hr><h2 id="frequently-asked-questions">Frequently Asked Questions</h2><p><strong>How long does career change training typically take?</strong>It depends on the distance of the pivot. A move into digital marketing or project management can take 2 to 4 months of focused training. A move into software engineering or data science typically takes 6 to 12 months. Healthcare and law require longer formal education.</p><p><strong>Do I need a career coach for career change or can I do it alone?</strong>You can do it without one, but a good career coach for career change will cut your timeline significantly. The value is in avoiding the wrong detours: targeting the wrong roles, using the wrong framing, or applying through channels with low conversion rates.</p><p><strong>What is a Career Change Accelerator?</strong>A Career Change Accelerator is a structured program, usually 8 to 16 weeks, that combines skills training with job placement support, mentorship, and often direct connections to employers. They are faster and more targeted than traditional degree programs.</p><p><strong>Is a career change at 40 or 50 realistic?</strong>Yes. Thousands of people make successful career changes at 40 and 50 every year. The key is choosing growth sectors, positioning your experience as an asset rather than irrelevant history, and investing in visible upskilling to signal commitment.</p><p><strong>How does LoopCV help with a career change specifically?</strong>LoopCV automates the job application process based on your target role and criteria, meaning you get more applications out while spending less time on manual submissions. It also provides interview prep tools and career path mapping, which are especially useful when you are entering an unfamiliar industry.</p><p><strong>Should I take a career change quiz before investing in training?</strong>Absolutely. A career change quiz helps confirm that your motivation for switching is sustainable and helps identify which fields align with your existing transferable skills. It prevents you from investing 6 months into training for a role you end up not wanting.</p><p><strong>What is the difference between a career change counselor and a career coach?</strong>A career change counselor addresses the psychological and emotional dimensions of switching careers, including fear, identity, and confidence. A career coach focuses more on the tactical side: positioning, resume strategy, networking, and interview skills. Many people benefit from both.</p><hr><p>Career change training is not a quick fix. It is a structured investment in a new professional identity. With the right tools, the right support, and a platform like LoopCV handling the job search mechanics, that investment pays off faster than you think.</p><!--kg-card-begin: html--><script type="application/ld+json">
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</script><!--kg-card-end: html-->]]></content:encoded></item><item><title><![CDATA[Can AI Apply to Jobs for Me Automatically? (Yes, Here's How)]]></title><description><![CDATA[Wondering if AI can apply to jobs for you automatically? The answer is yes. Discover the best AI job application tools in 2026, how they work, and why LoopCV is the top choice for automated job hunting.]]></description><link>https://blog.loopcv.pro/can-ai-apply-to-jobs-for-me-automatically/</link><guid isPermaLink="false">69b026fbd8ca988272df906c</guid><dc:creator><![CDATA[George Avgenakis]]></dc:creator><pubDate>Tue, 10 Mar 2026 14:18:35 GMT</pubDate><media:content url="https://blog.loopcv.pro/content/images/2026/03/can-ai-apply-to-jobs-for-me-automatically.png" medium="image"/><content:encoded><![CDATA[<img src="https://blog.loopcv.pro/content/images/2026/03/can-ai-apply-to-jobs-for-me-automatically.png" alt="Can AI Apply to Jobs for Me Automatically? (Yes, Here&apos;s How)"><p>Job searching is exhausting. Between tailoring your CV, writing cover letters, tracking applications, and following up, it can feel like a full-time job in itself. So it&apos;s no surprise that one of the most searched questions in the career space right now is: <strong>&quot;Can AI apply to jobs for me automatically?&quot;</strong></p><p>The short answer? <strong>Yes, it can.</strong> And in this post, we&apos;ll show you exactly how it works, which tools do it best, and how you can start letting AI handle your job search today.</p><hr><h2 id="how-ai-job-application-tools-work">How AI Job Application Tools Work</h2><p>AI job application platforms connect to job boards, scan listings that match your profile, and submit applications on your behalf, automatically, at scale, and around the clock.</p><p>Here&apos;s the basic flow:</p><ol><li><strong>You set up your profile</strong> with your skills, experience, target roles, location preferences, and salary expectations.</li><li><strong>The AI scans job boards</strong> and searches across hundreds of listings to find roles that match your criteria.</li><li><strong>Applications go out automatically</strong> and the platform applies on your behalf, often tailoring your cover letter or application message to each role.</li><li><strong>You focus on interviews</strong> instead of spending hours on applications, your energy goes into preparation and conversations.</li></ol><p>It&apos;s not magic. It&apos;s automation, the same principle that powers email marketing, e-commerce, and scheduling tools, now applied to your job search.</p><hr><h2 id="why-manual-job-applications-are-holding-you-back">Why Manual Job Applications Are Holding You Back</h2><p>The average job seeker spends <strong>11 hours per week</strong> on job applications. Most of that time is repetitive: copying and pasting the same information, rewriting cover letters, filling out the same form fields on different platforms.</p><p>Meanwhile, hiring is a numbers game. Studies suggest it takes <strong>100 to 200 applications</strong> to land a single job offer in competitive markets. If you&apos;re applying manually, you simply cannot compete with the volume the market demands, not without burning out.</p><p>AI changes that equation entirely.</p><hr><h2 id="the-best-ai-tools-for-automated-job-applications">The Best AI Tools for Automated Job Applications</h2><h3 id="1-loopcv-%E2%80%94-best-for-full-automation">1. LoopCV &#x2014; Best for Full Automation</h3><p><strong><a href="https://www.loopcv.pro">LoopCV</a></strong> is the most powerful all-in-one platform for automated job applications. You create a profile, set your preferences, and LoopCV automatically applies to matching jobs across multiple job boards every single day, without you lifting a finger.</p><p>What makes LoopCV stand out:</p><ul><li><strong>Mass automated applications</strong> across hundreds of job listings simultaneously</li><li><strong>Smart job matching</strong> based on your skills and career goals</li><li><strong>Automated cover letter generation</strong> tailored to each role</li><li><strong>Application tracking dashboard</strong> so you always know what&apos;s been sent</li><li><strong>Works across multiple job boards</strong> for maximum reach and minimum effort</li><li><strong>Free plan available</strong> to get started with no upfront cost</li></ul><p>If your goal is to get more interviews with less effort, LoopCV is the tool built specifically for that. It&apos;s not just an AI assistant, it&apos;s a fully automated job application engine.</p><p>&#x1F449; <strong><a href="https://www.loopcv.pro">Create your free LoopCV account and start applying on autopilot</a></strong></p><hr><h3 id="2-teal-%E2%80%94-best-for-cv-customization-and-tracking">2. Teal &#x2014; Best for CV Customization and Tracking</h3><p>Teal is a career management platform that helps you tailor your CV and track your applications. Its AI CV builder lets you customize your resume for each job description, highlighting the most relevant keywords and experience. It&apos;s less focused on automation and more on helping you apply smarter when you do apply manually.</p><p><strong>Best for:</strong> Candidates who want to fine-tune their CV for ATS (Applicant Tracking Systems) before applying.</p><hr><h3 id="3-kickresume-%E2%80%94-best-for-ai-generated-cvs-and-cover-letters">3. Kickresume &#x2014; Best for AI-Generated CVs and Cover Letters</h3><p>Kickresume uses AI to help you build a professional CV and generate tailored cover letters in minutes. It won&apos;t apply to jobs for you, but it dramatically speeds up the preparation side of job hunting. Its templates are ATS-friendly and its AI suggestions are genuinely useful.</p><p><strong>Best for:</strong> Job seekers who need to create or refresh their CV quickly before launching a job search.</p><hr><h3 id="4-resumeio-%E2%80%94-best-for-clean-professional-cv-design">4. Resume.io &#x2014; Best for Clean, Professional CV Design</h3><p>Resume.io offers an intuitive CV builder with professional templates and AI-assisted content suggestions. It helps you present your experience compellingly and ensures your CV is formatted correctly for modern hiring systems.</p><p><strong>Best for:</strong> Candidates who want a polished, well-designed CV ready to go before automating applications through LoopCV.</p><hr><h3 id="5-jobscan-%E2%80%94-best-for-ats-optimization">5. Jobscan &#x2014; Best for ATS Optimization</h3><p>Jobscan analyses your CV against specific job descriptions and gives you a match score. It tells you exactly which keywords you&apos;re missing, helping you optimize your CV for ATS filters that screen out candidates before a human even sees their application.</p><p><strong>Best for:</strong> Candidates in competitive industries where ATS optimization is critical to getting seen.</p><hr><h2 id="the-winning-combination-customize-and-automate">The Winning Combination: Customize and Automate</h2><p>Here&apos;s the strategy that gets results:</p><p><strong>Step 1</strong> &#x2014; Build and optimize your CV using a tool like Kickresume, Resume.io, or Teal. Make sure it&apos;s ATS-friendly and clearly communicates your value.</p><p><strong>Step 2</strong> &#x2014; Run it through Jobscan to ensure it&apos;s optimized for the types of roles you&apos;re targeting. Fix any keyword gaps.</p><p><strong>Step 3</strong> &#x2014; Upload your profile to LoopCV and set your job search preferences. Let the platform start applying automatically while you focus on interview prep.</p><p>This three-step workflow means your applications are both high quality and high volume, the exact combination that gets people hired faster.</p><hr><h2 id="what-to-expect-when-you-use-ai-to-apply-for-jobs">What to Expect When You Use AI to Apply for Jobs</h2><p>Setting realistic expectations matters. Here&apos;s what AI job application tools can and can&apos;t do:</p><p><strong>What they CAN do:</strong></p><ul><li>Apply to far more jobs than you could manually</li><li>Ensure consistent, well-formatted applications every time</li><li>Save you 10+ hours per week</li><li>Keep applying while you sleep, work, or interview</li></ul><p><strong>What they CAN&apos;T do:</strong></p><ul><li>Guarantee interviews (no tool can)</li><li>Replace the human element in networking and interviews</li><li>Overcome a genuinely weak CV or skills mismatch</li></ul><p>AI handles the volume and consistency. You still need to bring the substance.</p><hr><h2 id="frequently-asked-questions-faq">Frequently Asked Questions (FAQ)</h2><p><strong>1. Can AI really apply to jobs automatically without me doing anything?</strong>Yes. Platforms like LoopCV can apply to hundreds of matching jobs on your behalf once you set up your profile and preferences. You set the criteria once and the automation runs continuously.</p><p><strong>2. Is it safe to use AI to apply for jobs?</strong>Yes, it&apos;s safe. Reputable platforms like LoopCV only submit applications on your behalf to legitimate job listings. Your data is handled securely and you remain in full control of your preferences and application settings.</p><p><strong>3. Will employers know I used AI to apply?</strong>Not necessarily. AI platforms submit standard applications on your behalf just as you would manually. What matters to employers is whether your skills and experience match the role, not how the application was submitted.</p><p><strong>4. How many jobs can LoopCV apply to for me?</strong>LoopCV can apply to hundreds of matching jobs automatically depending on your plan and preferences. The platform runs continuously, finding and applying to new listings as they appear across multiple job boards.</p><p><strong>5. Do I still need a CV to use AI job application tools?</strong>Most platforms, including LoopCV, work best when you have at least a basic profile set up. However, LoopCV makes it easy to get started quickly and you don&apos;t need a perfectly polished CV to begin automating your applications.</p><p><strong>6. What&apos;s the best AI tool for automated job applications?</strong>LoopCV is the leading platform specifically built for automated job applications. It applies to matching jobs across multiple boards automatically, generates cover letters, and tracks your applications, all in one place.</p><p><strong>7. Can AI write my cover letter for each application?</strong>Yes. Tools like LoopCV and Kickresume use AI to generate tailored cover letters for each job, adjusting the content based on the role and job description so every application feels personalized.</p><p><strong>8. How do I make sure my CV gets past ATS filters?</strong>Use a tool like Jobscan or Teal to analyze your CV against target job descriptions and identify missing keywords. Once optimized, your CV will perform better both in ATS screening and with human reviewers.</p><p><strong>9. Is LoopCV free?</strong>LoopCV offers a free plan to get started. Visit <a href="https://www.loopcv.pro">www.loopcv.pro</a> to create your account and see all available plans and features.</p><p><strong>10. How quickly can I start getting interviews with AI job applications?</strong>Results vary depending on your industry, role, and experience level. However, because AI dramatically increases your application volume, most users begin seeing responses faster than with manual applications. The more targeted your profile setup, the better your results.</p><hr><h2 id="final-thoughts">Final Thoughts</h2><p>AI job application tools have fundamentally changed the job search game. What used to take weeks of manual effort can now run in the background while you focus on what actually matters, preparing for interviews and landing the right role.</p><p>The smartest approach is to combine CV optimization tools like Teal, Kickresume, and Jobscan with the automation power of <strong>LoopCV</strong>. Build a strong foundation, then let the technology do the heavy lifting.</p><p>Your next job is out there. Let AI help you find it faster.</p><p>&#x1F449; <strong><a href="https://www.loopcv.pro">Start your automated job search with LoopCV &#x2014; free to join</a></strong></p><p>If you are exploring AI tools for your applications, you can also check our guide on how to use ChatGPT for job search.</p><p>&#x1F449; <a href="https://blog.loopcv.pro/how-to-use-chatgpt-for-job-search/">How to use ChatGPT for job search</a></p><p><br></p><hr><!--kg-card-begin: html--><script type="application/ld+json">
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</script><!--kg-card-end: html-->]]></content:encoded></item><item><title><![CDATA[How can I auto apply for jobs without spamming?]]></title><description><![CDATA[Wondering how I can auto apply for jobs without spamming? Check how Loopcv can help you apply faster and responsibly]]></description><link>https://blog.loopcv.pro/apply-to-jobs-without-spamming/</link><guid isPermaLink="false">69b00eb6d8ca988272df9023</guid><category><![CDATA[apply]]></category><category><![CDATA[Job applications]]></category><category><![CDATA[spamming]]></category><dc:creator><![CDATA[George Avgenakis]]></dc:creator><pubDate>Tue, 10 Mar 2026 14:00:27 GMT</pubDate><media:content url="https://blog.loopcv.pro/content/images/2026/03/ChatGPT-Image-Mar-10--2026--03_59_56-PM--1-.png" medium="image"/><content:encoded><![CDATA[<img src="https://blog.loopcv.pro/content/images/2026/03/ChatGPT-Image-Mar-10--2026--03_59_56-PM--1-.png" alt="How can I auto apply for jobs without spamming?"><p>Automating job applications can save hours of repetitive work, but if done incorrectly, it can come across as spam. Sending too many irrelevant applications can hurt your reputation, waste recruiters&#x2019; time, and reduce your chances of getting interviews.</p><p>The key is <strong>responsible automation</strong>. With tools like <strong><a href="https://loopcv.pro/">LoopCV</a></strong>, you can auto apply for jobs without spamming, ensuring your applications are relevant, high-quality, and strategic.</p><p>This guide will show you how to apply safely in 2026, including tips, limits, and situations where automation is not recommended.</p><hr><h2 id="1-what-automation-can-and-cannot-do">1. What automation can and cannot do</h2><p>Job-application automation can handle repetitive tasks like:</p><!--kg-card-begin: markdown--><ul>
<li>Searching for relevant job listings across multiple platforms</li>
<li>Filling out forms automatically</li>
<li>Submitting your resume to matching roles</li>
<li>Tracking which roles you have already applied to</li>
<li>Filtering jobs based on your preferences</li>
<li>Automation is a time saver, allowing you to focus on preparing for interviews and networking.</li>
</ul>
<!--kg-card-end: markdown--><p>However, it cannot replace human judgment. It cannot:</p><!--kg-card-begin: markdown--><ul>
<li>Rewrite your career narrative for senior or specialized roles</li>
<li>Guarantee every ATS system will approve your resume</li>
<li>Replace thoughtful applications for highly competitive positions</li>
<li>Understand company culture the way a human can</li>
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<!--kg-card-end: markdown--><p>Tools like <strong>LoopCV</strong> are designed to automate the repetitive steps while keeping you in control of your job search strategy.</p><hr><h2 id="2-how-to-auto-apply-without-spamming">2. How to auto apply without spamming</h2><p>The main goal is to <strong>automate responsibly</strong>. Spamming occurs when applications are sent without considering relevance, volume, or duplicates. Here are the key safeguards:</p><h3 id="match-score-thresholds">Match-score thresholds</h3><p>Auto-apply tools like LoopCV use AI to score how well your resume matches a job description. Only roles above a certain threshold are applied to:</p><!--kg-card-begin: markdown--><ul>
<li>Entry-level roles: 60&#x2013;70 percent match</li>
<li>Mid-level roles: 70&#x2013;80 percent match</li>
<li>Senior roles: 80&#x2013;90 percent match</li>
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<!--kg-card-end: markdown--><p>This ensures your applications are relevant and reduces wasted submissions.</p><hr><p><a href="https://loopcv.pro/">&#xBB; FREE TRIAL: Get Started with LoopCV &amp; Send Out 100s of Highly-Targeted Job Applications in &lt;10 Minutes</a><br></p><h3 id="keyword-filters">Keyword filters</h3><p>You can include or exclude jobs using specific keywords:</p><p><strong>Include keywords:</strong></p><p>Python</p><p>Product Manager</p><p>Remote</p><p>B2B SaaS</p><p><strong>Exclude keywords:</strong></p><p>Senior Architect</p><p>Commission-only</p><p>Internship</p><p>Keyword filters help LoopCV focus your auto-apply efforts on the roles you actually want.</p><hr><h3 id="company-exclusions">Company exclusions</h3><p>Exclude companies where you:</p><p>Already applied</p><p>Are not interested in</p><p>Were previously rejected</p><p>This prevents duplicate applications and keeps your submissions targeted.</p><hr><h3 id="daily-application-limits">Daily application limits</h3><p>Responsible automation sets a cap on how many applications are sent per day. 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Duplicate-application avoidance</h2><p>Sending multiple applications for the same job looks unprofessional. LoopCV prevents duplicates with:</p><p><strong>Centralized application tracking:</strong> Logs every job title, company, and submission date</p><p><strong>Cross-platform detection:</strong> Identifies the same job posted on multiple boards</p><p><strong>Optional review queue:</strong> Lets you approve or reject jobs before submission</p><p>This ensures your auto-apply process is efficient and professional.</p><p><a href="https://loopcv.pro/">&#xBB; FREE TRIAL: Get Started with LoopCV &amp; Send Out 100s of Highly-Targeted Job Applications in &lt;10 Minutes</a></p><hr><h2 id="4-when-not-to-auto-apply">4. When not to auto apply</h2><p>Even with automation, some situations require a manual approach:</p><p><strong>Complex portals:</strong> Workday or other multi-step systems with 2FA or long questionnaires</p><p><strong>Senior leadership roles:</strong> Positions needing tailored narratives, cover letters, and networking</p><p><strong>Dream companies:</strong> High-value targets where personalization is essential</p><p>LoopCV is best used for broad job discovery, not roles that require deep customization.</p><p><a href="https://loopcv.pro/">&#xBB; FREE TRIAL: Get Started with LoopCV &amp; Send Out 100s of Highly-Targeted Job Applications in &lt;10 Minutes</a></p><hr><h2 id="5-faq">5. FAQ</h2><p><strong>Q: Can auto-apply tools like LoopCV be considered spam?</strong><br>A: Not if used responsibly. Using match thresholds, filters, daily limits, and duplicate detection ensures your applications are relevant and professional.</p><p><strong>Q: Can automation hurt my ATS results?</strong><br>A: No. ATS rejection usually comes from mismatched resumes, incomplete forms, or bad formatting. Automation itself does not cause rejection.</p><p><strong>Q: How many jobs should I apply to per week?</strong><br>A: For most mid-career roles, 50&#x2013;120 applications per week is reasonable. Senior or specialized positions require fewer, more tailored applications.</p><p><strong>Q: Can I review jobs before LoopCV submits them?</strong><br>A: Yes. You can use the review queue to approve or reject jobs, adjust filters, and control thresholds.</p><hr><h2 id="final-thoughts">Final thoughts</h2><p>Auto applying for jobs can save time and expand your opportunities, but it must be done carefully. Tools like <strong>LoopCV</strong> allow you to <strong>apply faster, stay organized, and avoid spamming</strong>.</p><p>Focus on <strong>quality over quantity</strong>, keep human judgment in the loop, and use automation to <strong>send the most relevant applications consistently</strong>.</p><hr><!--kg-card-begin: html--><script type="application/ld+json">
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</script><!--kg-card-end: html-->]]></content:encoded></item><item><title><![CDATA[How to Apply for a Job Without a CV (And Still Get Hired)]]></title><description><![CDATA[Wondering how to apply for a job without a CV? Discover proven strategies, tools, and platforms like LoopCV that let you land interviews]]></description><link>https://blog.loopcv.pro/how-to-apply-for-a-job-without-a-cv/</link><guid isPermaLink="false">69b01e50d8ca988272df905a</guid><dc:creator><![CDATA[George Avgenakis]]></dc:creator><pubDate>Tue, 10 Mar 2026 13:41:14 GMT</pubDate><media:content url="https://blog.loopcv.pro/content/images/2026/03/ChatGPT-Image-Mar-10--2026--03_39_58-PM--1-.png" medium="image"/><content:encoded><![CDATA[<img src="https://blog.loopcv.pro/content/images/2026/03/ChatGPT-Image-Mar-10--2026--03_39_58-PM--1-.png" alt="How to Apply for a Job Without a CV (And Still Get Hired)"><p>Not everyone has a polished, up-to-date CV ready to go. Maybe you&apos;re switching careers, just entering the workforce, or simply tired of the endless copy-paste grind of traditional job applications. Whatever your situation, the good news is this: <strong>you can absolutely apply for jobs without a CV</strong> &#x2014; and actually get hired.</p><p>In this guide, we&apos;ll cover practical ways to get your foot in the door without a traditional resume, including how platforms like <strong>LoopCV</strong> make it easier than ever to start applying to jobs with zero CV hassle.</p><hr><h2 id="why-many-job-seekers-skip-the-traditional-cv">Why Many Job Seekers Skip the Traditional CV</h2><p>The traditional CV format has been around for decades, but the modern job market is evolving fast. Here&apos;s why more candidates are looking for ways to apply without one:</p><ul><li><strong>Career changers</strong> often lack direct experience that maps neatly onto a standard resume.</li><li><strong>Fresh graduates</strong> may have limited work history to fill a full page.</li><li><strong>Freelancers and gig workers</strong> have non-linear career paths that don&apos;t fit traditional formats.</li><li><strong>Burned-out professionals</strong> simply want a faster, less tedious application process.</li></ul><p>The reality? Many employers care more about <em>what you can do</em> than the document you hand them. Your skills, portfolio, and personality often speak louder than a formatted Word file.</p><hr><h2 id="5-ways-to-apply-for-a-job-without-a-cv">5 Ways to Apply for a Job Without a CV</h2><h3 id="1-use-a-job-application-platform-that-doesnt-require-a-cv">1. Use a Job Application Platform That Doesn&apos;t Require a CV</h3><p>One of the easiest ways to apply for jobs without a traditional CV is to use a platform built for it. <strong>LoopCV</strong> is designed exactly for this. You can create a free account, set up your job search preferences, and let the platform automatically apply to matching jobs on your behalf &#x2014; without needing to upload a CV upfront.</p><p>With LoopCV, you fill in your skills, experience level, and target roles. The platform does the heavy lifting, sending out applications across hundreds of job listings while you focus on interview prep. It&apos;s job hunting on autopilot.</p><p>&#x1F449; <strong><a href="https://www.loopcv.pro">Create your free LoopCV account and start applying today</a></strong></p><hr><h3 id="2-apply-directly-through-a-companys-website">2. Apply Directly Through a Company&apos;s Website</h3><p>Many companies, especially startups and tech firms, allow candidates to apply through an open application or interest form on their website. These often ask for a brief introduction, your LinkedIn profile, or a portfolio link &#x2014; no CV attachment needed.</p><p>Look for &quot;Work With Us,&quot; &quot;Join Our Team,&quot; or &quot;Open Roles&quot; pages. Send a compelling email introducing yourself, your skills, and why you&apos;re a fit. A strong email can often replace a full CV for initial screening.</p><hr><h3 id="3-leverage-linkedin-as-your-living-resume">3. Leverage LinkedIn as Your Living Resume</h3><p>Your <strong>LinkedIn profile</strong> can serve as a dynamic, always-updated alternative to a static CV. Make sure yours is complete with:</p><ul><li>A professional headline that highlights your expertise</li><li>A compelling summary that tells your career story</li><li>Quantified achievements in your experience section</li><li>Skills endorsed by colleagues and managers</li><li>Recommendations from past employers or collaborators</li></ul><p>When applying via LinkedIn&apos;s Easy Apply, your profile IS your application. No separate CV upload required.</p><hr><h3 id="4-build-a-portfolio-or-personal-website">4. Build a Portfolio or Personal Website</h3><p>For creatives, developers, marketers, and consultants, a <strong>portfolio website</strong> can be more powerful than any CV. Showcase your work, case studies, client results, and testimonials. When reaching out to employers or responding to job ads, simply share the link.</p><p>Free tools like Notion, Canva, or WordPress make it easy to set up a professional-looking portfolio in a weekend &#x2014; even if you have no design experience.</p><hr><h3 id="5-network-your-way-in">5. Network Your Way In</h3><p>Up to <strong>85% of jobs are filled through networking</strong>, according to industry research. A warm introduction from a mutual connection can bypass the CV stage entirely. Attend industry events, engage on LinkedIn, join online communities in your field, and don&apos;t be shy about asking contacts to refer you.</p><p>When someone vouches for you internally, the hiring manager is already sold before they ever see your application.</p><hr><h2 id="how-loopcv-helps-you-apply-without-cv-stress">How LoopCV Helps You Apply Without CV Stress</h2><p>LoopCV is a <strong>job search automation platform</strong> that takes the friction out of finding and applying for jobs. Here&apos;s what makes it different:</p><ul><li><strong>Automated applications</strong>: Set your preferences once and LoopCV applies to hundreds of matching jobs on your behalf.</li><li><strong>No CV required to get started</strong>: You can begin applying immediately after creating your profile.</li><li><strong>Smart job matching</strong>: The platform matches you with roles based on your skills and career goals, not just keywords.</li><li><strong>Time-saving</strong>: Instead of spending hours manually submitting applications, you spend your energy where it counts &#x2014; preparing for interviews.</li><li><strong>Broad reach</strong>: LoopCV applies across multiple job boards and company listings, maximizing your visibility.</li></ul><p>Whether you&apos;re a first-time job seeker or a seasoned professional pivoting careers, LoopCV makes it possible to apply smarter, not harder.</p><p>&#x1F449; <strong><a href="https://www.loopcv.pro">Sign up for LoopCV for free &#x2014; no CV needed</a></strong></p><hr><h2 id="tips-for-standing-out-without-a-cv">Tips for Standing Out Without a CV</h2><p>Even without a traditional resume, you need to make a strong impression. Here are some quick wins:</p><ul><li><strong>Write a compelling cover letter or intro email.</strong> Be specific about the role, show you&apos;ve researched the company, and lead with your most relevant skills.</li><li><strong>Quantify your impact.</strong> &quot;Grew social media following by 40%&quot; is more compelling than &quot;Managed social media accounts.&quot;</li><li><strong>Highlight soft skills with examples.</strong> Leadership, communication, and problem-solving are universally valued &#x2014; demonstrate them with brief stories.</li><li><strong>Follow up.</strong> A polite follow-up email 3&#x2013;5 days after applying can significantly boost your response rate.</li></ul><hr><h2 id="frequently-asked-questions-faq">Frequently Asked Questions (FAQ)</h2><p><strong>Can you really get a job without a CV?</strong>Yes. Many employers, especially in tech, startups, and creative industries, prioritise skills, portfolios, and personality over formal documents. Platforms like LoopCV let you apply to jobs directly without uploading a traditional CV.</p><p><strong>What can I use instead of a CV?</strong>You can use a LinkedIn profile, a personal portfolio website, a GitHub profile (for developers), a cover letter, or a well-crafted introductory email. The key is to communicate your value clearly, regardless of format.</p><p><strong>Is LoopCV free to use?</strong>LoopCV offers a free plan that lets you get started with automated job applications right away. Visit <a href="https://www.loopcv.pro">www.loopcv.pro</a> to create your account and explore the available plans.</p><p><strong>How does LoopCV work without a CV?</strong>LoopCV lets you build a profile with your skills, experience, and job preferences. The platform then automatically applies to matching job listings across multiple job boards on your behalf &#x2014; without requiring a traditional CV upload to get started.</p><p><strong>What types of jobs can I apply to without a CV?</strong>Many roles in tech, marketing, design, customer service, sales, and freelance work can be applied for without a traditional CV. Entry-level positions, startup jobs, and roles at companies that emphasise skills over credentials are particularly open to non-traditional applications.</p><p><strong>Will employers take me seriously without a CV?</strong>Absolutely &#x2014; especially if you come prepared with a strong LinkedIn profile, portfolio, or a well-written personal pitch. Many hiring managers care most about whether you can do the job, not the format of your application.</p><p><strong>How can I make my application stand out without a CV?</strong>Focus on specificity and proof. Tailor every message to the role, mention something specific about the company, and back up your claims with numbers or examples. A targeted, thoughtful application with no CV will always outperform a generic one with a full resume.</p><hr><h2 id="final-thoughts">Final Thoughts</h2><p>The job market no longer demands that you fit neatly into a two-page document. Skills, initiative, and the right tools matter more than ever. Whether you choose to build a killer LinkedIn profile, put together a portfolio, or let <strong>LoopCV</strong> do the legwork for you, there are more ways than ever to land a great job &#x2014; CV or not.</p><p>Ready to start? <strong><a href="https://www.loopcv.pro">Create your free LoopCV account</a></strong> and apply to jobs on autopilot today.</p><!--kg-card-begin: html--><script type="application/ld+json">
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</script><!--kg-card-end: html-->]]></content:encoded></item><item><title><![CDATA[How Many Applications Does It Take to Get a Job? (Real Numbers + Strategy)]]></title><description><![CDATA[Wondering how many job applications it takes to land a job? Check our recent article and use LoopCV to increase your job applications]]></description><link>https://blog.loopcv.pro/how-many-applications-to-get-a-job/</link><guid isPermaLink="false">69b0098bd8ca988272df9008</guid><category><![CDATA[Job applications]]></category><dc:creator><![CDATA[George Avgenakis]]></dc:creator><pubDate>Tue, 10 Mar 2026 12:17:40 GMT</pubDate><media:content url="https://blog.loopcv.pro/content/images/2026/03/dc3ce948-bdf1-4977-a9e2-7387c3fe0438--1-.png" medium="image"/><content:encoded><![CDATA[<img src="https://blog.loopcv.pro/content/images/2026/03/dc3ce948-bdf1-4977-a9e2-7387c3fe0438--1-.png" alt="How Many Applications Does It Take to Get a Job? (Real Numbers + Strategy)"><p>Job searching often feels like a numbers game. Many candidates ask the same question:</p><p><strong>How many applications does it take to get a job?</strong></p><p>The honest answer: <strong>most job seekers need between 20 and 80 applications before getting a job offer.</strong><br>However, the exact number depends on your experience level, industry, resume quality, and how efficiently you apply.</p><p>In this guide, we&#x2019;ll explain:</p><p>The average number of applications needed to get hired</p><p>Why some candidates get interviews faster than others</p><p>How to increase your interview rate</p><p>How automation tools like LoopCV can help you reach interviews faster</p><hr><h1 id="average-number-of-applications-to-get-a-job">Average Number of Applications to Get a Job</h1><p>Hiring data across multiple industries shows a common pattern in the hiring funnel.</p><!--kg-card-begin: html--><table data-start="840" data-end="1021" class="w-fit min-w-(--thread-content-width)"><thead data-start="840" data-end="875"><tr data-start="840" data-end="875"><th data-start="840" data-end="848" data-col-size="sm" class>Stage</th><th data-start="848" data-end="875" data-col-size="sm" class>Average Conversion Rate</th></tr></thead><tbody data-start="912" data-end="1021"><tr data-start="912" data-end="947"><td data-start="912" data-end="938" data-col-size="sm">Application &#x2192; Interview</td><td data-col-size="sm" data-start="938" data-end="947">5&#x2013;10%</td></tr><tr data-start="948" data-end="984"><td data-start="948" data-end="974" data-col-size="sm">Interview &#x2192; Final Round</td><td data-col-size="sm" data-start="974" data-end="984">20&#x2013;30%</td></tr><tr data-start="985" data-end="1021"><td data-start="985" data-end="1011" data-col-size="sm">Final Round &#x2192; Job Offer</td><td data-col-size="sm" data-start="1011" data-end="1021">30&#x2013;50%</td></tr></tbody></table><!--kg-card-end: html--><h3 id="what-this-means-in-real-numbers">What this means in real numbers</h3><p>If you apply to <strong>50 jobs</strong>, the typical outcome looks like this:</p><p><strong>3&#x2013;5 interviews</strong></p><p><strong>1&#x2013;2 final interviews</strong></p><p><strong>1 job offer</strong></p><p>This is why many career experts recommend applying to <strong>10&#x2013;15 jobs per week</strong> until you receive an offer.</p><p>However, many job seekers struggle to maintain this pace because applying manually takes a lot of time.</p><hr><h1 id="why-some-people-get-jobs-with-fewer-applications">Why Some People Get Jobs With Fewer Applications</h1><p>Some candidates land a job after <strong>10 applications</strong>, while others send <strong>100+</strong>.</p><p>The difference usually comes down to these four factors.</p><h2 id="1-resume-quality">1. Resume Quality</h2><p>Your resume is the first filter recruiters see.</p><p>A strong resume should:</p><p>Include keywords from the job description</p><p>Highlight measurable achievements</p><p>Be optimized for Applicant Tracking Systems (ATS)</p><p>Even small improvements can significantly increase interview rates.</p><hr><h2 id="2-targeted-applications">2. Targeted Applications</h2><p>Applying randomly rarely works.</p><p>Instead, focus on:</p><p>Jobs where you meet <strong>70&#x2013;80% of the requirements</strong></p><p>Positions aligned with your experience</p><p>Companies actively hiring</p><p>Targeted applications increase your chances of hearing back.</p><hr><h2 id="3-application-speed">3. Application Speed</h2><p>Many recruiters review the <strong>first 50&#x2013;100 applicants</strong> and may not look at later ones.</p><p>That means applying early gives you a major advantage.</p><p>But monitoring multiple job boards and applying quickly can take hours every day.</p><p>This is where <strong>automation tools like LoopCV can help</strong>.</p><hr><h2 id="4-industry-competition">4. Industry Competition</h2><p>Some industries simply require more applications.</p><p>Typical ranges look like this:</p><!--kg-card-begin: html--><table data-start="2605" data-end="2751" class="w-fit min-w-(--thread-content-width)"><thead data-start="2605" data-end="2640"><tr data-start="2605" data-end="2640"><th data-start="2605" data-end="2616" data-col-size="sm" class>Industry</th><th data-start="2616" data-end="2640" data-col-size="sm" class>Average Applications</th></tr></thead><tbody data-start="2669" data-end="2751"><tr data-start="2669" data-end="2683"><td data-start="2669" data-end="2674" data-col-size="sm">Tech</td><td data-col-size="sm" data-start="2674" data-end="2683">30&#x2013;60</td></tr><tr data-start="2684" data-end="2703"><td data-start="2684" data-end="2694" data-col-size="sm">Marketing</td><td data-col-size="sm" data-start="2694" data-end="2703">40&#x2013;80</td></tr><tr data-start="2704" data-end="2722"><td data-start="2704" data-end="2712" data-col-size="sm">Finance</td><td data-start="2712" data-end="2722" data-col-size="sm">50&#x2013;100</td></tr><tr data-start="2723" data-end="2751"><td data-start="2723" data-end="2741" data-col-size="sm">Entry-level roles</td><td data-col-size="sm" data-start="2741" data-end="2751">80&#x2013;150</td></tr></tbody></table><!--kg-card-end: html--><p>Entry-level job seekers usually need to send more applications due to higher competition.</p><hr><h1 id="how-to-increase-your-interview-rate">How to Increase Your Interview Rate</h1><p>If you&apos;re sending applications but getting few responses, the issue is usually <strong>strategy rather than volume</strong>.</p><p><a href="https://loopcv.pro/">&#xBB; FREE TRIAL: Get Started with LoopCV &amp; Send Out 100s of Highly-Targeted Job Applications in &lt;10 Minutes</a></p><p>Here are some proven ways to improve results.</p><hr><h2 id="optimize-your-resume-for-ats">Optimize Your Resume for ATS</h2><p>Most companies use automated systems to scan resumes.</p><p>To pass these systems:</p><p>Use relevant keywords from job descriptions</p><p>Avoid complex formatting</p><p>Use clear section headings</p><p>This increases the chances that your resume reaches a recruiter.</p><hr><h2 id="apply-to-more-jobs-consistently">Apply to More Jobs Consistently</h2><p>Consistency is critical.</p><p>A common mistake job seekers make is applying to only a few jobs per week.</p><p>The most successful candidates typically apply to <strong>10&#x2013;20 jobs per week</strong>.</p><p>But applying manually can take <strong>2&#x2013;3 hours per day</strong>, especially if you&apos;re searching across multiple job platforms.</p><p><a href="https://loopcv.pro/">&#xBB; FREE TRIAL: Get Started with LoopCV &amp; Send Out 100s of Highly-Targeted Job Applications in &lt;10 Minutes</a></p><hr><h1 id="how-loopcv-helps-you-apply-to-more-jobs-faster">How LoopCV Helps You Apply to More Jobs Faster</h1><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://blog.loopcv.pro/content/images/2026/03/image.png" class="kg-image" alt="How Many Applications Does It Take to Get a Job? (Real Numbers + Strategy)" loading="lazy" width="2000" height="933" srcset="https://blog.loopcv.pro/content/images/size/w600/2026/03/image.png 600w, https://blog.loopcv.pro/content/images/size/w1000/2026/03/image.png 1000w, https://blog.loopcv.pro/content/images/size/w1600/2026/03/image.png 1600w, https://blog.loopcv.pro/content/images/2026/03/image.png 2272w" sizes="(min-width: 720px) 720px"><figcaption>How Many Applications Does It Take to Get a Job?</figcaption></figure><p>Applying to enough jobs is one of the biggest challenges in a job search.</p><p>Instead of spending hours manually filling out applications, <strong>LoopCV automates the process for you</strong>.</p><p>LoopCV helps job seekers:</p><p>Automatically apply to hundreds of relevant jobs</p><p>Discover new job postings across multiple platforms</p><p>Track applications in one dashboard</p><p>Increase their chances of landing interviews faster</p><p>Because LoopCV continuously searches and applies for new roles, you can <strong>dramatically increase the number of applications you send without spending extra time</strong>.</p><p>More applications mean more chances to get interviews.</p><p>For many job seekers, this helps them <strong>secure their first interview much faster</strong> than applying manually.</p><p><a href="https://app.loopcv.pro/register">&#xBB; FREE TRIAL: Get Started with LoopCV &amp; Send Out 100s of Highly-Targeted Job Applications in &lt;10 Minutes</a></p><hr><h1 id="how-many-job-applications-should-you-send-per-week">How Many Job Applications Should You Send Per Week?</h1><p>A healthy job search typically looks like this:</p><p><strong>Recommended weekly targets</strong></p><p><strong>10&#x2013;20 job applications</strong></p><p><strong>3&#x2013;5 networking conversations</strong></p><p><strong>1&#x2013;3 interviews per month</strong></p><p>At this pace, many candidates receive a job offer within <strong>4&#x2013;8 weeks</strong>.</p><p>With automation tools like LoopCV, it&apos;s possible to apply to <strong>significantly more roles</strong>, which can speed up the hiring process even further.</p><hr><h1 id="signs-your-job-search-strategy-is-working">Signs Your Job Search Strategy Is Working</h1><p>You&#x2019;re applying effectively if you start seeing:</p><p>1 interview for every <strong>10&#x2013;15 applications</strong></p><p>Recruiters reaching out to you</p><p>Invitations to second or final interviews</p><p>If you apply to <strong>30+ jobs without interviews</strong>, you should improve your resume or adjust your targeting.</p><hr><h1 id="key-takeaways">Key Takeaways</h1><p>Most job seekers need <strong>20&#x2013;80 applications</strong> to get a job</p><p>A good interview rate is <strong>1 interview per 10&#x2013;15 applications</strong></p><p>Entry-level roles may require <strong>100+ applications</strong></p><p>Applying consistently every week increases your chances of success</p><p>Automation tools like <strong>LoopCV can help you apply to more jobs and get your first interview faster</strong></p><hr><h1 id="final-thoughts">Final Thoughts</h1><p>Getting a job is partly about <strong>quality</strong>, but it&#x2019;s also about <strong>volume and consistency</strong>.</p><p>The more relevant jobs you apply to, the higher your chances of getting interviews.</p><p>Tools like LoopCV make this process easier by automating job discovery and applications &#x2014; allowing you to focus on preparing for interviews instead of spending hours applying manually.</p><p>And when you can <strong>increase your applications faster, you also increase your chances of getting hired sooner.</strong></p>]]></content:encoded></item><item><title><![CDATA[Top 12 HR Software Picks for Medium-Sized Businesses (Q1 2026)]]></title><description><![CDATA[Medium-sized businesses need more than basic HR tools but often don’t require full enterprise HCM systems. This guide reviews the top 12 HR software platforms for 2026, helping mid-market teams choose scalable, people-focused systems that support growth, performance, and workforce insight.]]></description><link>https://blog.loopcv.pro/top-hr-software-picks-for-medium-sized-businesses/</link><guid isPermaLink="false">699eb750d8ca988272df8f3d</guid><category><![CDATA[HR Software]]></category><category><![CDATA[Mid-Sarket HR]]></category><category><![CDATA[HRIS]]></category><category><![CDATA[HCM]]></category><category><![CDATA[Workforce Management]]></category><category><![CDATA[Performance Management]]></category><category><![CDATA[HR Technology]]></category><dc:creator><![CDATA[George Lambdus]]></dc:creator><pubDate>Wed, 25 Feb 2026 10:56:23 GMT</pubDate><content:encoded><![CDATA[<p>Medium-sized businesses sit in an awkward middle ground for HR. You&#x2019;re too large for entry-level tools designed for small teams, but not large enough to justify the cost, complexity, or overhead of enterprise HCM platforms. At this stage, HR decisions have a real downstream impact on retention, performance, and leadership effectiveness.</p><p>What matters most now isn&#x2019;t just automating tasks; it&#x2019;s choosing systems that support managers, surface meaningful people data, and adapt as the organization evolves. The wrong platform can slow teams down or lock HR into rigid processes, just as the business needs more flexibility.</p><p>This guide reviews <strong>12 of the best HR software options for medium-sized businesses in 2026. </strong>Each product was evaluated based on how well it serves mid-market needs, including depth of functionality, ease of adoption, analytics, and support for hybrid and distributed workforces.</p><h2 id="best-hr-software-for-medium-sized-businesses-shortlist"><strong>Best HR Software for Medium-Sized Businesses: Shortlist</strong></h2><ul><li><strong>HiBob (Bob)</strong> &#x2013; Best overall HR platform for scaling mid-market teams</li><li><strong>Paycor</strong> &#x2013; Best for performance and workforce insights</li><li><strong>Gusto</strong> &#x2013; Best for simple HR needs with clear workflows</li><li><strong>Sage HR</strong> &#x2013; Best modular HR toolkit for growing teams</li><li><strong>SAP </strong>&#x2013; Best for advanced global HCM needs</li><li><strong>Dayforce</strong> &#x2013; Best for unified HCM and workforce management</li><li><strong>Namely</strong> &#x2013; Best traditional HRIS for mid-sized organizations</li><li><strong>Personio</strong> &#x2013; Best structured HR suite for European mid-market teams</li><li><strong>Lattice</strong> &#x2013; Best for performance, feedback, and employee growth</li><li><strong>UKG </strong>&#x2013; Best for compliance-heavy or shift-based environments</li><li><strong>ADP</strong>&#x2013; Best for HR teams needing strong compliance and control</li><li><strong>Workday</strong> &#x2013; Best for complex or high-growth organizational structures</li></ul><h2 id="1-hibob-bob"><strong>1. HiBob (Bob)</strong></h2><figure class="kg-card kg-image-card"><img src="https://blog.loopcv.pro/content/images/2026/02/1--1-.jpg" class="kg-image" alt loading="lazy" width="800" height="533" srcset="https://blog.loopcv.pro/content/images/size/w600/2026/02/1--1-.jpg 600w, https://blog.loopcv.pro/content/images/2026/02/1--1-.jpg 800w" sizes="(min-width: 720px) 720px"></figure><p><strong>Best overall HR platform for scaling mid-market teams</strong></p><p>Demos available<br>Pricing: Custom-based on company size and region<br>Rating: 4.9/5</p><p>HiBob is a modern HR platform built specifically for mid-sized organizations that want a people-first, analytics-driven system instead of a legacy HRIS. It brings together core HR, performance, engagement, org design, and culture tools in one intuitive platform that scales across locations and countries.</p><h3 id="why-it-was-chosen"><strong>Why it was chosen</strong></h3><p>HiBob offers the strongest overall blend of configurability, user experience, analytics depth, and culture-building tools for medium-sized businesses. It feels modern and people-centric without sacrificing structure or control.</p><h3 id="standout-features-integrations"><strong>Standout features &amp; integrations</strong></h3><ul><li>Customizable people records and org charts</li><li>Automated onboarding and offboarding workflows</li><li>Structured performance cycles, goals, and reviews</li><li>Engagement surveys, shoutouts, and culture tools</li><li>Rich people analytics (retention, DEI, compensation, performance trends)</li><li>Manager and leadership dashboards</li><li>Integrations with ATS, collaboration, identity, and finance tools</li></ul><h3 id="pros"><strong>Pros</strong></h3><ul><li>Modern interface employees actually use</li><li>Deep people analytics for HR and execs</li><li>Strong culture and engagement capabilities</li><li>Built for hybrid and global teams</li><li>Highly configurable without enterprise-level complexity</li></ul><h3 id="cons"><strong>Cons</strong></h3><ul><li>Pricing only available via sales</li></ul><h3 id="who-it%E2%80%99s-for"><strong>Who it&#x2019;s for</strong></h3><p><a href="https://www.hibob.com/"><strong>HiBob</strong></a> is ideal for medium-sized organizations that are scaling quickly, expanding across regions, or maturing their people programs. It&#x2019;s especially well-suited to companies that want one platform to manage HR operations, performance, analytics, and culture in a cohesive way.</p><h2 id="2-paycor"><strong>2. Paycor</strong></h2><figure class="kg-card kg-image-card"><img src="https://blog.loopcv.pro/content/images/2026/02/2--1-.jpg" class="kg-image" alt loading="lazy" width="800" height="533" srcset="https://blog.loopcv.pro/content/images/size/w600/2026/02/2--1-.jpg 600w, https://blog.loopcv.pro/content/images/2026/02/2--1-.jpg 800w" sizes="(min-width: 720px) 720px"></figure><p><strong>Best for performance and workforce insights</strong></p><p>Demo available<br>Pricing: Custom, based on modules and headcount<br>Rating: 4.6/5</p><p>Paycor is a human capital management platform focused on giving HR and leaders visibility into workforce performance, engagement, and planning. It combines core HR data with analytics, performance tools, and manager-friendly dashboards.</p><h3 id="why-it-was-chosen-1"><strong>Why it was chosen</strong></h3><p>Paycor made the list for its strong analytics and performance capabilities tailored to mid-market teams that want more insight into how their workforce is operating, not just a place to store HR data.</p><h3 id="standout-features-integrations-1"><strong>Standout features &amp; integrations</strong></h3><ul><li>Centralized employee records</li><li>Performance reviews and goal tracking</li><li>Workforce dashboards and analytics</li><li>Talent and succession tools</li><li>Basic engagement and feedback capabilities</li><li>Integrations with third-party systems (ATS, identity, productivity tools)</li></ul><h3 id="pros-1"><strong>Pros</strong></h3><ul><li>Strong reporting and analytics for mid-market HR</li><li>Manager-friendly dashboards</li><li>Good fit for performance-focused organizations</li></ul><h3 id="cons-1"><strong>Cons</strong></h3><ul><li>Interface can feel more transactional than people-first</li><li>Some advanced capabilities require higher-tier configurations</li></ul><h3 id="who-it%E2%80%99s-for-1"><strong>Who it&#x2019;s for</strong></h3><p><a href="https://www.paycor.com/"><strong>Paycor</strong></a> is well suited to medium-sized companies that want to go beyond basic HRIS functionality and gain better visibility into performance, trends, and workforce metrics while still keeping the system manageable.</p><h2 id="3-gusto"><strong>3. Gusto</strong></h2><figure class="kg-card kg-image-card"><img src="https://blog.loopcv.pro/content/images/2026/02/3--1-.png" class="kg-image" alt loading="lazy" width="800" height="400" srcset="https://blog.loopcv.pro/content/images/size/w600/2026/02/3--1-.png 600w, https://blog.loopcv.pro/content/images/2026/02/3--1-.png 800w" sizes="(min-width: 720px) 720px"></figure><p><strong>Best for simple HR needs with clear workflows</strong></p><p>Demo available<br>Pricing: Tiered per-employee plans<br>Rating: 4.5/5</p><p>Gusto is widely known in the SMB space and has expanded to offer straightforward HR capabilities such as onboarding, employee records, time off, and basic performance workflows. It&#x2019;s designed to stay approachable and easy to operate.</p><h3 id="why-it-was-chosen-2"><strong>Why it was chosen</strong></h3><p>Gusto appears here not as an enterprise-grade HCM, but as a realistic choice for mid-sized teams that still prefer simple HR workflows without heavy configuration or complex modules.</p><h3 id="standout-features-integrations-2"><strong>Standout features &amp; integrations</strong></h3><ul><li>Employee profiles and document storage</li><li>Onboarding checklists and tasks</li><li>Time-off tracking and approvals</li><li>Org charts and basic reporting</li><li>Integrations with accounting, collaboration, and other tools</li></ul><h3 id="pros-2"><strong>Pros</strong></h3><ul><li>Very easy to understand and use</li><li>Fast setup and low admin overhead</li><li>Good option for lean HR teams</li></ul><h3 id="cons-2"><strong>Cons</strong></h3><ul><li>Limited for complex structures or multi-entity organizations</li><li>Lacks depth in advanced HR programs and analytics</li></ul><h3 id="who-it%E2%80%99s-for-2"><strong>Who it&#x2019;s for</strong></h3><p><a href="https://gusto.com/"><strong>Gusto</strong></a> works best for mid-sized businesses with relatively simple HR needs that value ease of use and clear workflows over deep configurability or enterprise-grade HR capabilities.</p><h2 id="4-sage-hr"><strong>4. Sage HR</strong></h2><figure class="kg-card kg-image-card"><img src="https://blog.loopcv.pro/content/images/2026/02/4--1-.png" class="kg-image" alt loading="lazy" width="800" height="400" srcset="https://blog.loopcv.pro/content/images/size/w600/2026/02/4--1-.png 600w, https://blog.loopcv.pro/content/images/2026/02/4--1-.png 800w" sizes="(min-width: 720px) 720px"></figure><p><strong>Best modular HR toolkit for growing teams</strong></p><p>Demo available<br>Pricing: Modular; pay for what you need<br>Rating: 4.2/5</p><p>Sage HR is a modular HR platform that allows companies to implement core HR, leave management, performance, shift scheduling, and other components as they grow. It&#x2019;s designed to be flexible and accessible for mid-sized organizations.</p><h3 id="why-it-was-chosen-3"><strong>Why it was chosen</strong></h3><p>Sage HR offers a practical, modular approach for mid-sized businesses that want to modernize HR incrementally without committing to a large, monolithic HCM implementation.</p><h3 id="standout-features-integrations-3"><strong>Standout features &amp; integrations</strong></h3><ul><li>Employee database and records</li><li>Time-off and absence management</li><li>Performance and 1:1s</li><li>Shift scheduling and timesheets</li><li>Onboarding tools and workflows</li><li>Integrations with productivity and finance tools</li></ul><h3 id="pros-3"><strong>Pros</strong></h3><ul><li>Modular and cost-conscious</li><li>Straightforward for HR and managers</li><li>Good for teams modernizing HR in stages</li></ul><h3 id="cons-3"><strong>Cons</strong></h3><ul><li>Limited advanced analytics</li><li>Less suitable for very complex org structures</li><li>Fewer culture/engagement features than modern people platforms</li></ul><h3 id="who-it%E2%80%99s-for-3"><strong>Who it&#x2019;s for</strong></h3><p><a href="https://www.sage.com/"><strong>Sage HR</strong></a> is a fit for mid-sized organizations that want a simple but flexible HR toolkit they can expand over time, focusing on core processes first and layering in performance or scheduling as needed.</p><h2 id="5-sap"><strong>5. SAP</strong></h2><figure class="kg-card kg-image-card"><img src="https://blog.loopcv.pro/content/images/2026/02/5--1-.png" class="kg-image" alt loading="lazy" width="800" height="400" srcset="https://blog.loopcv.pro/content/images/size/w600/2026/02/5--1-.png 600w, https://blog.loopcv.pro/content/images/2026/02/5--1-.png 800w" sizes="(min-width: 720px) 720px"></figure><p><strong>Best for advanced global HCM needs</strong></p><p>Demo available<br>Pricing: Enterprise-style custom quotes<br>Rating: 4.4/5</p><p>SAP is a mature HCM suite used by larger organizations and increasingly by high-growth mid-market companies. It offers extensive capabilities across core HR, performance, learning, succession, and workforce planning.</p><h3 id="why-it-was-chosen-4"><strong>Why it was chosen</strong></h3><p>SAP is included for mid-sized organizations that already operate at a high level of complexity or are tightly aligned with SAP ecosystems and need advanced, globally scalable HR capabilities.</p><h3 id="standout-features-integrations-4"><strong>Standout features &amp; integrations</strong></h3><ul><li>Core HR with robust global structures</li><li>Performance, succession, and talent modules</li><li>Learning and development suite</li><li>Workforce planning and analytics</li><li>Deep integration with SAP ERP and other enterprise systems</li></ul><h3 id="pros-4"><strong>Pros</strong></h3><ul><li>Very broad, mature HCM capabilities</li><li>Strong global and enterprise support</li><li>Comprehensive talent and planning suite</li></ul><h3 id="cons-4"><strong>Cons</strong></h3><ul><li>Implementation and administration require significant investment</li><li>Overkill for many mid-sized organizations</li><li>Interface and UX can feel heavy compared to newer platforms</li></ul><h3 id="who-it%E2%80%99s-for-4"><strong>Who it&#x2019;s for</strong></h3><p><a href="https://www.sap.com/products/human-resources-hcm.html"><strong>SAP</strong></a> is most appropriate for mid-sized companies with complex global structures or tight SAP integration requirements that justify an enterprise-grade HCM.</p><h2 id="6-dayforce"><strong>6. Dayforce</strong></h2><figure class="kg-card kg-image-card"><img src="https://blog.loopcv.pro/content/images/2026/02/6--1-.png" class="kg-image" alt loading="lazy" width="800" height="400" srcset="https://blog.loopcv.pro/content/images/size/w600/2026/02/6--1-.png 600w, https://blog.loopcv.pro/content/images/2026/02/6--1-.png 800w" sizes="(min-width: 720px) 720px"></figure><p><strong>Best for unified HCM and workforce management</strong></p><p>Demo available<br>Pricing: Custom<br>Rating: 4.3/5</p><p>Dayforce is a cloud HCM platform that combines HR, workforce management, and talent tools in a single system. It is known for its focus on continuous data and real-time visibility into workforce operations.</p><h3 id="why-it-was-chosen-5"><strong>Why it was chosen</strong></h3><p>Dayforce is a strong option for mid-sized organizations that need HR and workforce management aligned, especially where scheduling, time, and operational oversight are crucial.</p><h3 id="standout-features-integrations-5"><strong>Standout features &amp; integrations</strong></h3><ul><li>Core HR and people records</li><li>Workforce management and scheduling</li><li>Talent and performance management</li><li>Compliance and policy tools</li><li>Analytics and dashboards</li><li>Integrations with enterprise and HR ecosystems</li></ul><h3 id="pros-5"><strong>Pros</strong></h3><ul><li>Unified view of workforce operations</li><li>Good fit for organizations with complex scheduling</li><li>Real-time data architecture</li></ul><h3 id="cons-5"><strong>Cons</strong></h3><ul><li>Can be heavy to implement and maintain</li><li>Less &#x201C;people-first&#x201D; than newer culture-focused platforms</li></ul><h3 id="who-it%E2%80%99s-for-5"><strong>Who it&#x2019;s for</strong></h3><p><a href="https://www.dayforce.com/"><strong>Dayforce</strong></a> is suited to mid-sized organizations that need tight alignment between HR and workforce operations, especially in industries with shift-based or labor-intensive environments.</p><h2 id="7-namely"><strong>7. Namely</strong></h2><figure class="kg-card kg-image-card"><img src="https://blog.loopcv.pro/content/images/2026/02/7--1-.png" class="kg-image" alt loading="lazy" width="800" height="400" srcset="https://blog.loopcv.pro/content/images/size/w600/2026/02/7--1-.png 600w, https://blog.loopcv.pro/content/images/2026/02/7--1-.png 800w" sizes="(min-width: 720px) 720px"></figure><p><strong>Best traditional HRIS for mid-sized organizations</strong></p><p>Demo available<br>Pricing: Custom<br>Rating: 4.3/5</p><p>Namely is a mid-market HRIS focused on making HR administration and employee experience straightforward. It centralizes employee data, onboarding, time off, and performance in a familiar, user-friendly interface.</p><h3 id="why-it-was-chosen-6"><strong>Why it was chosen</strong></h3><p>Namely offers a practical, traditional HRIS approach that many mid-sized organizations find accessible and easy to adopt without a steep learning curve.</p><h3 id="standout-features-integrations-6"><strong>Standout features &amp; integrations</strong></h3><ul><li>Employee profiles and directory</li><li>Onboarding workflows</li><li>Time-off and approval tracking</li><li>Performance management tools</li><li>Basic engagement features</li><li>Integrations with benefits, finance, and ATS tools</li></ul><h3 id="pros-6"><strong>Pros</strong></h3><ul><li>Familiar, approachable design</li><li>Reasonable coverage of core HR functions</li><li>Good fit for mid-sized U.S. organizations</li></ul><h3 id="cons-6"><strong>Cons</strong></h3><ul><li>Limited support for very complex structures</li><li>Analytics are more functional than advanced</li><li>Less emphasis on culture and engagement</li></ul><h3 id="who-it%E2%80%99s-for-6"><strong>Who it&#x2019;s for</strong></h3><p><a href="https://www.namely.com/"><strong>Namely</strong></a> is best for mid-sized companies that want a straightforward HRIS with enough functionality to centralize HR work, but don&#x2019;t need highly advanced or global capabilities.</p><h2 id="8-personio"><strong>8. Personio</strong></h2><figure class="kg-card kg-image-card"><img src="https://blog.loopcv.pro/content/images/2026/02/8--1-.png" class="kg-image" alt loading="lazy" width="800" height="400" srcset="https://blog.loopcv.pro/content/images/size/w600/2026/02/8--1-.png 600w, https://blog.loopcv.pro/content/images/2026/02/8--1-.png 800w" sizes="(min-width: 720px) 720px"></figure><p><strong>Best structured HR suite for European mid-market teams</strong></p><p>Demo available<br>Pricing: From &#x20AC;3.50/user<br>Rating: 4.5/5</p><p>Personio is a comprehensive HR platform designed for European SMBs and mid-market organizations. It supports applicant tracking, onboarding, employee data, absence, performance, and HR workflows in a cohesive way.</p><h3 id="why-it-was-chosen-7"><strong>Why it was chosen</strong></h3><p>Personio is one of the strongest HR suites for companies headquartered in Europe that require structured, compliant HR processes across multiple offices.</p><h3 id="standout-features-integrations-7"><strong>Standout features &amp; integrations</strong></h3><ul><li>ATS and hiring workflows</li><li>Onboarding and documentation</li><li>Absence and time-off management</li><li>Performance tools and feedback</li><li>Workflow automation across HR tasks</li><li>Integrations with regional tools and productivity suites</li></ul><h3 id="pros-7"><strong>Pros</strong></h3><ul><li>Well structured and consistent</li><li>Strong fit for EU compliance and norms</li><li>Good end-to-end HR coverage</li></ul><h3 id="cons-7"><strong>Cons</strong></h3><ul><li>Less suitable for organizations with heavy global reach outside Europe</li><li>Analytics are solid but not as deep as next-gen platforms</li></ul><h3 id="who-it%E2%80%99s-for-7"><strong>Who it&#x2019;s for</strong></h3><p><a href="https://www.personio.com/"><strong>Personio</strong></a> is a good match for European mid-sized companies that want a centralized HR suite to standardize processes and maintain compliance across locations.</p><h2 id="9-lattice"><strong>9. Lattice</strong></h2><figure class="kg-card kg-image-card"><img src="https://blog.loopcv.pro/content/images/2026/02/9--1-.png" class="kg-image" alt loading="lazy" width="800" height="400" srcset="https://blog.loopcv.pro/content/images/size/w600/2026/02/9--1-.png 600w, https://blog.loopcv.pro/content/images/2026/02/9--1-.png 800w" sizes="(min-width: 720px) 720px"></figure><p><strong>Best for performance, feedback, and employee growth</strong></p><p>Demo available<br>Pricing: From $11/user per month<br>Rating: 4.7/5</p><p>Lattice is a people success platform focused on performance management, feedback, goals, and engagement. It helps companies create consistent management practices and development frameworks.</p><h3 id="why-it-was-chosen-8"><strong>Why it was chosen</strong></h3><p>Lattice is one of the leading tools for mid-sized organizations prioritizing performance culture, structured feedback, and career development.</p><h3 id="standout-features-integrations-8"><strong>Standout features &amp; integrations</strong></h3><ul><li>Performance reviews and cycles</li><li>Goals and OKRs</li><li>1:1 and feedback tools</li><li>Growth frameworks and competencies</li><li>Engagement surveys and reporting</li><li>Integrations with HRIS and communication tools</li></ul><h3 id="pros-8"><strong>Pros</strong></h3><ul><li>Strong performance and development capabilities</li><li>Clear, modern user experience</li><li>Widely adopted in scaling organizations</li></ul><h3 id="cons-8"><strong>Cons</strong></h3><ul><li>Not a core HRIS; must be paired with another platform</li><li>Additional cost on top of existing HR systems</li></ul><h3 id="who-it%E2%80%99s-for-8"><strong>Who it&#x2019;s for</strong></h3><p><a href="https://www.lattice.com/"><strong>Lattice</strong></a> is ideal for mid-sized companies that already have an HRIS in place and want to significantly mature their performance, feedback, and development programs.</p><h2 id="10-ukg"><strong>10. UKG</strong></h2><figure class="kg-card kg-image-card"><img src="https://blog.loopcv.pro/content/images/2026/02/10--1-.png" class="kg-image" alt loading="lazy" width="800" height="400" srcset="https://blog.loopcv.pro/content/images/size/w600/2026/02/10--1-.png 600w, https://blog.loopcv.pro/content/images/2026/02/10--1-.png 800w" sizes="(min-width: 720px) 720px"></figure><p><strong>Best for compliance-heavy or shift-based environments</strong></p><p>Demo available<br>Pricing: Custom<br>Rating: 4.2/5</p><p>UKG offer HR and workforce solutions tailored to organizations with complex scheduling, hourly workforces, and stringent compliance requirements.</p><h3 id="why-it-was-chosen-9"><strong>Why it was chosen</strong></h3><p>UKG remains a strong choice for mid-sized companies where labor rules, scheduling, and compliance are as important as HR processes.</p><h3 id="standout-features-integrations-9"><strong>Standout features &amp; integrations</strong></h3><ul><li>Core HR and people management</li><li>Scheduling and workforce management</li><li>Time tracking and accruals</li><li>Compliance and labor-law support</li><li>Reporting and analytics</li><li>Integrations with finance and operational systems</li></ul><h3 id="pros-9"><strong>Pros</strong></h3><ul><li>Robust capabilities for shift-based workforces</li><li>Strong compliance and labor rule support</li><li>Comprehensive workforce management features</li></ul><h3 id="cons-9"><strong>Cons</strong></h3><ul><li>Interface can feel dated compared to newer platforms</li><li>Steeper learning curve for admins and managers</li></ul><h3 id="who-it%E2%80%99s-for-9"><strong>Who it&#x2019;s for</strong></h3><p><a href="https://www.ukg.com/"><strong>UKG</strong></a> is best suited to mid-sized organizations in sectors like manufacturing, healthcare, retail, or logistics, where scheduling, attendance, and compliance are central.</p><h2 id="11-adp"><strong>11. ADP</strong></h2><figure class="kg-card kg-image-card"><img src="https://blog.loopcv.pro/content/images/2026/02/11--1-.png" class="kg-image" alt loading="lazy" width="800" height="400" srcset="https://blog.loopcv.pro/content/images/size/w600/2026/02/11--1-.png 600w, https://blog.loopcv.pro/content/images/2026/02/11--1-.png 800w" sizes="(min-width: 720px) 720px"></figure><p><strong>Best for HR teams needing strong compliance and control</strong></p><p>Demo available<br>Pricing: Custom<br>Rating: 4.3/5</p><p>ADP is a long-established HR platform with deep compliance, admin controls, and reporting. It&#x2019;s widely used by mid-sized organizations that want reliability and control over HR processes and documentation.</p><h3 id="why-it-was-chosen-10"><strong>Why it was chosen</strong></h3><p>ADP is included for mid-sized teams operating in regulated environments or those that prioritize legal and compliance confidence.</p><h3 id="standout-features-integrations-10"><strong>Standout features &amp; integrations</strong></h3><ul><li>Centralized employee data and documents</li><li>Policy and compliance tooling</li><li>HR workflows and approvals</li><li>Reporting and audit trails</li><li>Integrations across finance, benefits, and HR ecosystems</li></ul><h3 id="pros-10"><strong>Pros</strong></h3><ul><li>Strong compliance credibility</li><li>Extensive admin and control options</li><li>Well-known and widely supported</li></ul><h3 id="cons-10"><strong>Cons</strong></h3><ul><li>Less modern UX than newer HR platforms</li><li>Some modules feel siloed</li><li>Can feel more admin-focused than employee-centric</li></ul><h3 id="who-it%E2%80%99s-for-10"><strong>Who it&#x2019;s for</strong></h3><p><a href="https://www.adp.com/"><strong>ADP </strong></a>is a good fit for mid-sized organizations where compliance, documentation, and administrative control are key priorities.</p><h2 id="12-workday"><strong>12. Workday</strong></h2><figure class="kg-card kg-image-card"><img src="https://blog.loopcv.pro/content/images/2026/02/12--1-.png" class="kg-image" alt loading="lazy" width="800" height="400" srcset="https://blog.loopcv.pro/content/images/size/w600/2026/02/12--1-.png 600w, https://blog.loopcv.pro/content/images/2026/02/12--1-.png 800w" sizes="(min-width: 720px) 720px"></figure><p><strong><strong>Best for complex or high-growth organizational structures</strong></strong></p><p>Demo available<br>Pricing: Enterprise-style custom quotes<br>Rating: 4.5/5</p><p>Workday is one of the most powerful HCM platforms on the market, supporting complex global structures, detailed job architectures, and sophisticated planning and analytics.</p><h3 id="why-it-was-chosen-11"><strong>Why it was chosen</strong></h3><p>Workday is included for mid-sized organizations that either already operate at high complexity or are preparing to scale to enterprise levels and want a system that can grow with them long term.</p><h3 id="standout-features-integrations-11"><strong>Standout features &amp; integrations</strong></h3><ul><li>Robust core HCM data model</li><li>Talent, performance, and succession management</li><li>Workforce planning and modeling</li><li>Extensive analytics and dashboards</li><li>Integrations with a wide enterprise ecosystem</li></ul><h3 id="pros-11"><strong>Pros</strong></h3><ul><li>Extremely deep and configurable</li><li>Excellent analytics and planning tools</li><li>Scales effectively to large global organizations</li></ul><h3 id="cons-11"><strong>Cons</strong></h3><ul><li>Heavy implementation and ongoing admin requirements</li><li>Often more capability than many mid-sized teams actually need</li></ul><h3 id="who-it%E2%80%99s-for-11"><strong>Who it&#x2019;s for</strong></h3><p><a href="https://www.workday.com/"><strong>Workday</strong></a> is best for mid-sized companies with complex, multi-entity structures or aggressive growth plans that justify an enterprise-level HCM investment.</p><h2 id="conclusion"><strong>Conclusion</strong></h2><p>Medium-sized businesses need HR software that can keep pace with growth, not just store employee details. The platforms on this list cover a range of needs, from simple workflows and modular tools to advanced HCM suites designed for global complexity.If you&#x2019;re looking for a modern, people-first HR platform that brings together operations, performance, engagement, and analytics in one place, <strong>HiBob is the strongest all-around choice for mid-market teams.</strong></p>]]></content:encoded></item><item><title><![CDATA[Top AI Resume Builder for Effortless Job Applications - Try It Free!]]></title><description><![CDATA[Looking for an AI resume builder? Check how Loopcv can automate the process of creating a resume using AI]]></description><link>https://blog.loopcv.pro/top-ai-resume-builder/</link><guid isPermaLink="false">6908b99fd8ca988272df8cfe</guid><dc:creator><![CDATA[George Avgenakis]]></dc:creator><pubDate>Mon, 03 Nov 2025 14:20:36 GMT</pubDate><media:content url="https://blog.loopcv.pro/content/images/2025/11/ai-resume-builder-min.png" medium="image"/><content:encoded><![CDATA[<img src="https://blog.loopcv.pro/content/images/2025/11/ai-resume-builder-min.png" alt="Top AI Resume Builder for Effortless Job Applications - Try It Free!"><p>Need a professional resume quickly? An AI resume builder can simplify the process. In this article, you&#x2019;ll learn how to use these tools to create a polished resume and boost your job application success.</p><h2 id="key-takeaways">Key Takeaways</h2><ul><li>AI resume builders simplify the resume creation process by offering tailored content and templates optimized for ATS compliance.</li><li>Customizing your resume for specific job applications significantly increases visibility to employers and improves your chances of landing interviews.</li><li>Loopcv not only provides effective resume-building tools but also offers additional resources like interview preparation and salary negotiation tips to support job seekers.</li></ul><h2 id="why-use-an-ai-resume-builder">Why Use an AI Resume Builder?</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/6f6aa50a-472f-4e5f-97bd-28ad3df3e45e.png" class="kg-image" alt="Top AI Resume Builder for Effortless Job Applications - Try It Free!" loading="lazy"></figure><p>Creating a resume can be daunting, but an AI-powered resume builder simplifies the process, making it faster and more effective. These innovative tools:</p><ul><li>Streamline resume creation, enabling you to craft a professional document quickly</li><li>Utilize artificial intelligence to generate tailored content</li><li>Offer job-specific suggestions based on your input</li><li>Created to enhance your overall experience</li></ul><p>A major benefit of an AI resume builder is its ability to optimize your resume for ATS. Since many companies use ATS to filter applications, proper formatting and keyword inclusion are essential to reach hiring managers. AI-generated content resumes are ATS compliant, boosting your chances of getting noticed. It&#x2019;s no surprise that 75% of job seekers use AI tools for their applications, reflecting widespread trust and popularity.</p><p>Additionally, AI resume builders help format your resume to be visually appealing and professionally organized. Whether it&#x2019;s your first resume or an update, AI tools offer invaluable assistance, making the process less intimidating and more efficient.</p><h2 id="how-to-create-a-professional-resume-in-minutes">How to Create a Professional Resume in Minutes</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/cb899352-a3d5-41b4-a86c-f114af52f48e.png" class="kg-image" alt="Top AI Resume Builder for Effortless Job Applications - Try It Free!" loading="lazy"></figure><p>Creating a professional resume doesn&#x2019;t have to take long. An online resume builder enables you to create a resume in minutes by following a few simple steps. Begin by selecting a template suited to your industry to enhance your resume&#x2019;s appeal and relevance. These professional templates are designed to make your resume stand out.</p><p>Customize your resume by editing personal details, work experience, education, and skills to match the Job Description you&#x2019;re targeting. AI tools can analyze job descriptions to identify essential keywords, greatly enhancing your chances of landing interviews. This ensures your resume is both professional and tailored to specific roles.</p><p>After customizing your resume, download it in popular formats like PDF or Word. With your resume ready, you can confidently submit job applications, knowing you have a polished, ATS-friendly document that will catch hiring managers&#x2019; attention.</p><p><strong>&#x2192; <a href="https://app.loopcv.pro/signup?utm_source=blog&amp;utm_campaign=data-analytics-search-strategy">FREE TRIAL: Get Started with Loopcv! Create your Resume &amp; Send Out 100s of Highly-Targeted Job Applications in &lt;10 Minutes</a></strong></p><h2 id="choose-your-ideal-template">Choose Your Ideal Template</h2><p>Choosing the right resume template is essential for making a great first impression. AI resume software provides a variety of professional and modern templates suitable for different industries and experience levels. These resumes ats friendly templates are ATS compliant, ensuring your resume passes HR screening software without issues.</p><p>Resumes can be organized into three primary formats:</p><ul><li>Chronological: showcases a steady work history.</li><li>Functional: emphasizes skills and experience, ideal for career changers or those with employment gaps.</li><li>Combination: blends both elements, offering a comprehensive overview of your professional journey.</li></ul><p>Creative resume templates are suitable for fields like design and marketing, emphasizing unique visuals and creativity. Simple templates focus on clarity and minimalism, perfect for traditional industries. With AI suggestions, you can easily create a template that reflects your career stage, industry, and personal style.</p><h2 id="customize-your-resume-for-maximum-impact-ai-powered">Customize Your Resume for Maximum Impact (ai powered)</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/28a24afc-5394-4298-9d17-3a1216020189.png" class="kg-image" alt="Top AI Resume Builder for Effortless Job Applications - Try It Free!" loading="lazy"></figure><p>Customization is key to making your resume stand out. An AI resume builder allows you to personalize by editing personal details, work experience, education, and skills. AI tools offer suggestions to help you craft impactful job descriptions, enhancing clarity and effectiveness.</p><p>A common mistake job seekers make is using a generic resume for all applications, leading to missed opportunities. To improve your new resume:</p><ul><li>Replace the traditional objective statement with a concise strong resume summary highlighting strengths and career goals.</li><li>Use action verbs and relevant keywords at the beginning of bullet points to strengthen impact with the right words.</li><li>Use AI to generate impactful bullet points from your experience, which you can then edit to reflect your achievements accurately with a resume maker. Additionally, consider seeking resume help to enhance your cover letter further. A high resume score can also increase your chances of landing the job.</li><li>Don&apos;t forget to include your Linkedin profile since recruiters might click and contact you directly. This is a simple hack example that you can do to help recruiters during the process.</li></ul><p>Choosing the right template is crucial. It should reflect your career stage, industry, and personal style. Customizing your resume this way ensures it makes a lasting impression on hiring managers.</p><p><strong>&#x2192; <a href="https://app.loopcv.pro/signup?utm_source=blog&amp;utm_campaign=data-analytics-search-strategy">FREE TRIAL: Get Started with Loopcv! Create your Resume &amp; Send Out 100s of Highly-Targeted Job Applications in &lt;10 Minutes</a></strong></p><h2 id="tailor-each-resume-for-specific-jobs-using-ai-suggestions">Tailor Each Resume for Specific Jobs using ai suggestions</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/daca27f5-8142-4871-bee4-7cc9f2a158de.png" class="kg-image" alt="Top AI Resume Builder for Effortless Job Applications - Try It Free!" loading="lazy"></figure><p>Tailoring your resume for each job application increases your chances of being noticed by employers. It is actually a game changer (check how <a href="https://loopcv.pro/" rel="noopener noreferrer">Loopcv</a> can help you automate this process). AI resume builders enhance your resume by aligning it with job postings, ensuring relevant keywords for better visibility. This optimization helps your resume pass applicant tracking systems and reach hiring managers.</p><p>Employers prefer resumes highlighting specific achievements over generic job descriptions. Transforming your existing resume to include relevant skills and experiences, as well as showcasing key skills, can significantly improve your application success. Features allowing users to build multiple resumes easily streamline this tailoring process, making it less time-consuming and more effective.</p><p>Experienced professionals can create customized resumes for various roles, emphasizing key accomplishments that align with each job&#x2019;s specific skills requirements. This tailored approach ensures your resume stands out and accurately reflects your qualifications for the job you&#x2019;re aiming for.</p><h2 id="review-and-perfect-your-resume">Review and Perfect Your Resume</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/531fa1aa-2609-428e-a723-f6aa258f7680.png" class="kg-image" alt="Top AI Resume Builder for Effortless Job Applications - Try It Free!" loading="lazy"></figure><p>After customizing your resume, follow these steps to ensure it&#x2019;s polished and error-free:</p><ul><li>Review and perfect your resume thoroughly.</li><li>Use AI-generated suggestions to craft precise, impactful job descriptions that enhance clarity and engagement.</li><li>Review AI suggestions carefully to ensure they reflect your authentic experience and career goals during the resume writing process.</li></ul><p>Proofreading for grammar and spelling errors is essential to create a favorable first impression. Modern resume designs feature sleek layouts and subtle elements that enhance readability. Consistent font size between 10-12 points also enhances your resume&#x2019;s professional writing appearance. If you want to write a standout resume, attention to detail is key.</p><p>Checking employment dates for accuracy is crucial to maintain trustworthiness in your resume. The &#x2018;Review and Edit&#x2019; step allows you to double-check information for accuracy and clarity, ensuring everything looks great and reads smoothly.</p><p><strong>&#x2192; <a href="https://app.loopcv.pro/signup?utm_source=blog&amp;utm_campaign=data-analytics-search-strategy">FREE TRIAL: Get Started with Loopcv! Create your Resume &amp; Send Out 100s of Highly-Targeted Job Applications in &lt;10 Minutes</a></strong></p><h2 id="download-and-apply-with-confidence">Download and Apply with Confidence</h2><p>Once your resume is perfected, download it and start applying for jobs confidently. Loopcv&#x2019;s AI Resume Builder allows you to download your resume in various formats, including Word and PDF, ensuring you have the right format for any job application.</p><p>After downloading your resume, start submitting job applications immediately:</p><ul><li>Know that having a polished, ATS-friendly resume will boost your confidence and help you make a great first impression on potential employers.</li><li>With just a few clicks, upload your resume to job portals.</li><li>Begin your journey towards landing your next job.</li></ul><p>The convenience and efficiency of an online resume builder make the job application process smoother and more manageable. Whether you use the free plan or opt for a monthly subscription for full access, the available tools will help you create the perfect resume and apply for jobs with ease using a free resume builder with one click.</p><h2 id="bonus-point-use-ai-to-customize-your-cover-letter">Bonus point: Use AI to customize your cover letter</h2><p>While creating an ats friendly resume is super important, cover letters are the ones that can make the difference between two competitive candidates. Using AI you can speed up the process, and like resume templates you can use several templates that are available in Loopcv to customize and personalize your cover letter (there are several resume examples and cover letter examples that you can use).</p><p>Loopcv provides that ability to not only have a resume score but also have a cover letter score that will help you find out if your cover letter is good or not (like with an AI resume maker or an <a href="https://blog.loopcv.pro/top-ai-resume-writer/" rel="noopener noreferrer">AI resume writer</a> &#xA0;that creates ats friendly resume templates, having a score for your cover letter can help you optimize your job title and increase your chances of getting a job offer. While AI takes some time to learn it will sky rocket the results)</p><h2 id="success-stories-from-real-users">Success Stories from Real Users</h2><p>Real-life success stories demonstrate the effectiveness of AI resume builders. Anthony, for instance, used Loopcv&#x2019;s features to enhance his job search, securing multiple interviews while balancing his current consulting role. His experience shows how AI tools can streamline the job application process and yield impressive results.</p><p>Gorken, a CEO, found Loopcv effective in automating tasks and discovering hidden dream job opportunities globally. His story highlights the platform&#x2019;s ability to uncover job listings that might otherwise go unnoticed, making it a game changer.</p><p>Richard appreciated Loopcv for allowing him to job hunt at his own pace while remaining employed. This flexibility is a significant advantage for many job seekers who want to be hired.</p><p>Allen experienced significant improvements in his job search efficiency using Loopcv, achieving better results within a month. These examples illustrate how real users have leveraged AI resume builders to transform their job search strategies and achieve their career goals.</p><p><strong>&#x2192; <a href="https://app.loopcv.pro/signup?utm_source=blog&amp;utm_campaign=data-analytics-search-strategy">FREE TRIAL: Get Started with Loopcv! Create your Resume &amp; Send Out 100s of Highly-Targeted Job Applications in &lt;10 Minutes</a></strong></p><h2 id="access-additional-career-resources">Access Additional Career Resources</h2><p>Beyond resume building, Loopcv offers extensive career resources to support job seekers. Comprehensive guides for interview preparation help candidates present themselves effectively, providing valuable tips and strategies to navigate the interview process confidently.</p><p>Salary negotiation tips are also available, empowering job seekers to enhance compensation discussions and secure better offers. Loopcv&#x2019;s resources are designed to improve overall job search strategies, ensuring users are well-prepared for every step of their career advancement.</p><p>Whether you&#x2019;re a new grads or an experienced professional, these resources provide the guidance and support needed to excel in your job search and achieve your career aspirations, enhancing your skill. Recruiters can also play a vital role in this process.</p><h2 id="summary">Summary</h2><p>In summary, AI resume builders offer a powerful and efficient way to create professional resumes that stand out in today&#x2019;s competitive job market. By simplifying the resume creation process, optimizing for ATS, and providing tailored content, these tools save time and enhance your chances of landing interviews. The ability to customize and tailor your resume for specific job applications ensures that you present your best self to potential employers.</p><p>With success stories from real users and additional career resources available, there&#x2019;s no reason not to leverage the power of AI resume builders in your job search. Start using these innovative tools today and take the first step towards your dream job.</p><p><strong>&#x2192; <a href="https://app.loopcv.pro/signup?utm_source=blog&amp;utm_campaign=data-analytics-search-strategy">FREE TRIAL: Get Started with Loopcv! Create your Resume &amp; Send Out 100s of Highly-Targeted Job Applications in &lt;10 Minutes</a></strong></p><h2 id="frequently-asked-questions">Frequently Asked Questions</h2><h3 id="what-is-loopcv">What is Loopcv?</h3><p>Loopcv is an automation platform designed to streamline your job search by enabling you to create tailored resumes, apply for positions, and connect with career resources efficiently. This tool can significantly enhance your job application process.</p><h3 id="how-many-steps-are-there-to-build-a-resume-using-loopcv">How many steps are there to build a resume using Loopcv?</h3><p>To build a resume using Loopcv, simply follow four steps: choose a template, customize your details, review and edit, and then download your resume. This streamlined process ensures an efficient and effective resume creation.</p><h3 id="what-can-users-do-in-the-choose-your-template-step">What can users do in the &apos;Choose Your Template&apos; step?</h3><p>In the &apos;Choose Your Template&apos; step, users can select from a range of professional and modern resume templates tailored to their industry and experience level. This allows them to create a polished and relevant resume.</p><h3 id="how-does-loopcv-help-in-tailoring-resumes-for-different-jobs">How does Loopcv help in tailoring resumes for different jobs?</h3><p>Loopcv helps tailor resumes for different jobs by using AI to dynamically adapt your CV to match the specific requirements of each position, ensuring a more personalized and relevant application.</p><h3 id="in-what-format-can-users-download-their-resume">In what format can users download their resume?</h3><p>Users can download their resume in PDF format, which is widely accepted by most job application systems.</p><!--kg-card-begin: html--><script type="application/ld+json">
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</script><!--kg-card-end: html-->]]></content:encoded></item><item><title><![CDATA[Best Sample Resume Templates to Land Your Dream Job]]></title><description><![CDATA[Looking for the best sample resume templates? Check how Loopcv can help you create the best resume faster ]]></description><link>https://blog.loopcv.pro/best-sample-resume-templates/</link><guid isPermaLink="false">6908b5b5d8ca988272df8cef</guid><category><![CDATA[AI resume builder]]></category><dc:creator><![CDATA[George Avgenakis]]></dc:creator><pubDate>Mon, 03 Nov 2025 14:02:32 GMT</pubDate><media:content url="https://blog.loopcv.pro/content/images/2025/11/e601d30c-d2c1-4a6d-adfe-be4ab10c04c2.png" medium="image"/><content:encoded><![CDATA[<img src="https://blog.loopcv.pro/content/images/2025/11/e601d30c-d2c1-4a6d-adfe-be4ab10c04c2.png" alt="Best Sample Resume Templates to Land Your Dream Job"><p>Need a sample resume to kickstart your job hunt? This article features the best resume templates and essential tips to help you craft a standout document. Explore examples tailored to different industries and experience levels, ensuring you find the perfect match for your needs.</p><h2 id="key-takeaways">Key Takeaways</h2><ul><li>Sample resumes streamline the application process, providing guidance and enhancing the chances of attracting employers&#x2019; attention by emphasizing relevant qualifications.</li><li>Choosing the right sample resume requires alignment with industry standards and tailoring content to match specific job applications, improving relevance and effectiveness.</li><li>Optimizing resumes for Applicant Tracking Systems (ATS) is crucial, involving the use of clear formatting, relevant keywords, and standard section headings to ensure visibility to hiring managers.</li></ul><h2 id="why-use-sample-resumes">Why Use Sample Resumes?</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/e601d30c-d2c1-4a6d-adfe-be4ab10c04c2.png" class="kg-image" alt="Best Sample Resume Templates to Land Your Dream Job" loading="lazy"></figure><p>Sample resumes can significantly speed up the resume creation process, allowing applicants to focus on content rather than formatting. They offer inspiration and guidance, showcasing effective ways to present qualifications and experiences. Professionally designed resume samples ensure a polished and organized format, making a positive impression on employers.</p><p>Sample resumes streamline the job application process, serving as a vital tool for job seekers. They provide a strong foundation, highlighting skills and experiences in a manner that aligns with industry standards. This saves time and increases the chances of catching hiring managers&#x2019; attention.</p><p><strong>&#x2192; <a href="https://app.loopcv.pro/signup?utm_source=blog&amp;utm_campaign=data-analytics-search-strategy">FREE TRIAL: Get Started with Loopcv &amp; Send Out 100s of Highly-Targeted Job Applications in &lt;10 Minutes</a></strong></p><h2 id="how-to-choose-the-right-sample-resume">How to Choose the Right Sample Resume</h2><p>Choosing the right sample resume involves aligning it with industry standards and tailoring it to specific job applications. Resume samples often highlight key skills and experiences to match industry expectations, making it easier to showcase qualifications effectively. A tailored resume should emphasize relevant skills for the job, even if not all experiences are directly related.</p><p>Using additional resources like cover letter samples and job descriptions can enhance your resume&#x2019;s effectiveness. Selecting industry-specific templates ensures your resume is relevant to potential employers, increasing your chances of landing an interview.</p><p>The right resume samples will help you create a strong resume document that stands out in a great resume competition job market. You can download it to enhance your chances.</p><h2 id="sample-resume-templates-for-different-industries">Sample Resume Templates for Different Industries</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/b102281e-e459-4caf-b1b1-c85cb79459bd.png" class="kg-image" alt="Best Sample Resume Templates to Land Your Dream Job" loading="lazy"></figure><p>Tailored resume templates increase job application success across various industries. Different sectors have unique requirements, and using industry-specific samples can enhance your resume&#x2019;s relevance to potential employers.</p><p>Let&#x2019;s explore resume samples or often called templates for three major industries: engineering, business, and healthcare.</p><p><strong>&#x2192; <a href="https://app.loopcv.pro/signup?utm_source=blog&amp;utm_campaign=data-analytics-search-strategy">FREE TRIAL: Get Started with Loopcv &amp; Send Out 100s of Highly-Targeted Job Applications in &lt;10 Minutes</a></strong></p><h3 id="engineering-sample-resumes">Engineering Sample Resumes</h3><p>Engineering resumes should emphasize technical skills, certifications, and project experiences. An effective resume highlights technical abilities, project contributions, and industry-specific qualifications. For example, clearly outline proficiency with industry-specific software and tools.</p><p>Entry-level engineering resumes should emphasize educational qualifications and relevant internships or volunteer experiences. Detail technical projects undertaken during studies or internships to showcase practical experience and technical proficiency, making your resume stand out to recruiters.</p><h3 id="business-sample-resumes">Business Sample Resumes</h3><p>A business-oriented resume should emphasize:</p><ul><li>Experience in managing projects</li><li>Key roles</li><li>Relevant achievements</li><li>Leadership skills</li></ul><p>Effective business resumes showcase strong leadership skills as a pivotal factor in distinguishing great candidates.</p><p>Highlighting leadership and management skills is essential for candidates aspiring to secure top business roles that require effective supervision and decision-making. For example, if you&#x2019;ve led a team to complete a major project on time and under budget, outline this clearly to demonstrate leadership capabilities.</p><h3 id="healthcare-sample-resumes">Healthcare Sample Resumes</h3><p>Healthcare resume samples (or curriculum vitae) typically spotlight patient care experience, clinical competencies, and relevant certifications. Highlight specific clinical skills, certifications, and patient care experiences that align with healthcare roles.</p><p>Healthcare resumes frequently highlight certifications, patient care experience, and specialization in particular medical fields. Prominently feature clinical experiences, certifications, and specific patient care competencies to make your resume more appealing to potential employers.</p><h2 id="customizable-resume-templates-and-resume-samples">Customizable Resume Templates and resume samples</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/cf509b3a-a962-4915-b242-37f07f5b33fe.png" class="kg-image" alt="Best Sample Resume Templates to Land Your Dream Job" loading="lazy"></figure><p>Customizable resume templates streamline the resume creation process, allowing for easy modifications tailored to various job applications. These templates enable job seekers to create personalize documents that align closely with specific job roles, enhancing their chances of catching a recruiter&#x2019;s attention.</p><p><strong>&#x2192; <a href="https://app.loopcv.pro/signup?utm_source=blog&amp;utm_campaign=data-analytics-search-strategy">FREE TRIAL: Get Started with Loopcv &amp; Send Out 100s of Highly-Targeted Job Applications in &lt;10 Minutes</a></strong></p><h3 id="how-to-customize-your-resume">How to Customize Your Resume</h3><p>To customize a resume template, follow these steps:</p><ul><li>Update basic information such as contact details and profile summaries to reflect your unique qualifications. These are some of the most important elements of your curriculum vitae.</li><li>Review job descriptions to align your resume with the specific requirements of the roles you pursue. A strong resume is the one that matches the job you are applying to. Try to focus on how your education or previous internships or college or majors (or any research you did) are relevent with the position</li><li>Incorporate phrases from job descriptions to directly connect your skills with the employer&#x2019;s requirements and apply them effectively. Don&apos;t forget that the competition is high, so your cv should check all the boxes.</li></ul><p>When modifying a template, ensure your personal accomplishments and qualifications are clearly reflected to maintain authenticity. Replace generic language with specific achievements and skills that match the job description to add clarity and copy. Always review your CV before clicking the download and sending it and don&apos;t forget to personalize</p><h3 id="best-practices-for-customizing-resumes">Best Practices for Customizing Resumes</h3><p>Consistency in formatting and content is essential for readability and professionalism in a print resume. Consistent use of fonts and styles enhances readability and contributes to a polished appearance. Avoid common resume mistakes, such as spelling errors and disorganization, to make a strong first impression.</p><p>Action verbs in your resume can effectively convey your achievements and contributions, making your experiences stand out (and it is easier for the recruiter to read your cv). However, complex graphical elements can confuse ATS and lead to misreading or rejection. Tailoring your resume to match specific job descriptions improves your chances of being selected for interviews.</p><h2 id="professional-resume-examples-to-showcase-your-work-experience">Professional Resume Examples to showcase your work experience</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/807f373f-44e4-4641-8dcd-dd926377a18f.png" class="kg-image" alt="Best Sample Resume Templates to Land Your Dream Job" loading="lazy"></figure><p>Real-world resumes that have led to job placements offer valuable insights into effective presentation and content. Highlighting key achievements in a dedicated area section makes them stand out, improving the chances of capturing employer attention and securing a strong position through research. This view enhances the overall effectiveness of the resumes. So before clicking the download button check that you meet the variety of those requirements and if not add those fields in your cv view to ensure that you have a great fit.</p><h3 id="entry-level-resume-examples">Entry-Level Resume Examples</h3><p>An entry-level resume usually includes sections for:</p><ul><li>Education (including college)</li><li>Relevant coursework</li><li>Skills</li><li>Extracurricular activities</li><li>Volunteer work</li><li>Part-time jobs</li><li>Area (location or city)</li></ul><p>Strong entry-level resumes are crucial for candidates just started their careers as they showcase their potential to employers and their cv.</p><p>Focusing on internships provides practical experience that can greatly enhance an entry-level resume. Highlighting these experiences effectively demonstrates your readiness for professional roles and sets you apart from other candidates.</p><h3 id="mid-level-resume-examples">Mid-Level Resume Examples</h3><p>Mid-level resumes should prominently showcase relevant work experience to illustrate skills and accomplishments. Employers look for candidates with a solid track record of achievements in their past roles, making work experience vital. Effective mid-level resumes typically organize work experience in reverse-chronological format, detailing responsibilities and outcomes.</p><p>Career progression can be shown through promotions, increased responsibilities, and the impact of the candidate&#x2019;s contributions. Highlight specific promotions or larger projects undertaken in response to growth opportunities to demonstrate your career advancement.</p><h3 id="executive-level-resume-examples">Executive-Level Resume Examples</h3><p>Executive resumes typically focus on strategic vision and leadership success, emphasizing transformative results and organizational improvements. Showcase strategic leadership experiences and measurable results that illustrate the impact of your decisions.</p><p>Demonstrating your ability to lead and achieve significant outcomes can make your resume stand out to recruiters looking for top-tier candidates to fill executive roles.</p><p><strong>&#x2192; <a href="https://app.loopcv.pro/signup?utm_source=blog&amp;utm_campaign=data-analytics-search-strategy">FREE TRIAL: Get Started with Loopcv &amp; Send Out 100s of Highly-Targeted Job Applications in &lt;10 Minutes</a></strong></p><h2 id="creating-an-ats-optimized-resume">Creating an ATS-Optimized Resume</h2><p>Applicant Tracking Systems (ATS) are utilized by companies to streamline the recruitment process by sorting through resumes electronically. Successful resumes often feature clear formatting and tailored content that aligns with job descriptions.</p><p>Optimizing your resume for ATS is crucial to ensure it gets noticed by hiring managers.</p><h3 id="tips-for-ats-optimization">Tips for ATS Optimization</h3><p>To tailor your resume:</p><ul><li>Analyze the job description to identify keywords and required skills, then integrate them into your resume.</li><li>Incorporate standard job titles that match the job description for ATS compatibility.</li><li>Use standard section headings, such as &#x2018;Work Experience&#x2019; and &#x2018;Education,&#x2019; to help ATS categorize and analyze the content effectively.</li></ul><p>Incorporate action verbs and quantifiable achievements in the work experience section to enhance the impact of your resume. Align your resume language and keywords with the job description to ensure it resonates with hiring managers and applicant tracking systems.</p><h3 id="common-ats-mistakes-to-avoid">Common ATS Mistakes to Avoid</h3><p>ATS-friendly templates can significantly improve the chances of passing through applicant tracking systems. Standard fonts like Arial or Calibri enhance readability for ATS and ensure the content is parsed correctly. Overstuffing the resume with keywords can negatively impact ATS scoring.</p><p>Complex graphics or non-standard headings can hinder the ATS&#x2019;s ability to categorize information correctly. Submitting resumes in incorrect file formats, such as image files, can prevent ATS from reading them altogether. So before applying check all the copy, the fields, your work experience to ensure it is correctly formated.</p><p>When you check out a variety of sample resumes, you can add details that make it easier for employers in different fields to view your work and see how you started your career journey. A great resume makes a strong impression by highlighting each area of expertise, helping recruiters find what matters most in your professional life after college. Choosing the right format for your majors, research, and writing experiences within your education section ensures your resume is ready to copy and tailor for every opportunity.</p><h2 id="additional-resources-for-resume-writing">Additional Resources for Resume Writing</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/9802aaa3-b426-44ec-a1f6-0bf592c9d557.png" class="kg-image" alt="Best Sample Resume Templates to Land Your Dream Job" loading="lazy"></figure><p>Comprehensive guides offer insights on how to write cover letters, tailor resumes, and find gain interview success. Additional resources can enhance your resume writing skills and check improve your chances of land a job. You can read these guides to further improve your understanding.</p><h3 id="cover-letter-samples">Cover Letter Samples</h3><p>A strong cover letter can distinguish you from other candidates by showcasing your qualifications and enthusiasm for the job. Sample cover letters can serve as a template and inspiration for your application. Key elements include a strong introduction, tailored messages to the employer, and a compelling conclusion encouraging follow-up.</p><p>A well-crafted cover letter allows candidates to express their personality and enthusiasm for the role. It can differentiate you from other candidates and demonstrate your fit for the role.</p><h3 id="resume-objectives">Resume Objectives</h3><p>Effective resume objectives clarify your job aspirations to potential employers. They should clearly articulate your career goals in relation to the specific job you are pursuing. Concisely outlining your career aspirations and the value you bring to an employer can set you apart from other candidates.</p><p>An effective resume objective should be tailored to the job description and emphasize how you can contribute to the organization. This helps create a strong first impression and aligns your resume with the employer&#x2019;s expectations.</p><h3 id="job-description-examples">Job Description Examples</h3><p>Incorporating job descriptions in your resume demonstrates the fit between your skills and the requirements of the jobs you&#x2019;re applying for. Examples of effective job descriptions from various sectors highlight essential responsibilities and skills needed in those roles. This helps tailor your resume to align with the specifics of the job listing.</p><p>Accurate representation of job descriptions enhances your credibility and appeal to potential employers by showing your awareness of industry standards and expectations. Tailoring job descriptions involves modifying the language and responsibilities on your resume to align with the specifics of the job listing.</p><h2 id="summary">Summary</h2><p>In conclusion, creating a great resume involves using sample resumes and professional resume templates to present your qualifications effectively. By choosing the right sample resume, customizing it to fit specific job applications, optimizing it for ATS, and using additional resources like cover letter samples and job descriptions, you can significantly enhance your job application process. Remember, a polished and tailored resume can make all the difference in landing your dream job.</p><p><strong>&#x2192; <a href="https://app.loopcv.pro/signup?utm_source=blog&amp;utm_campaign=data-analytics-search-strategy">FREE TRIAL: Get Started with Loopcv &amp; Send Out 100s of Highly-Targeted Job Applications in &lt;10 Minutes</a></strong></p><h2 id="frequently-asked-questions-for-professional-resume-templates">Frequently Asked Questions for professional resume templates</h2><h3 id="why-should-i-use-sample-resumes">Why should I use sample resumes?</h3><p>Using sample resumes can streamline your resume creation process, inspire creativity, and help you achieve a polished format that positively impresses potential employers.</p><h3 id="how-do-i-choose-the-right-sample-resume">How do I choose the right sample resume?</h3><p>Select a sample resume that meets industry standards and is tailored to the specific job you are applying for. Utilizing resources such as cover letter samples and job descriptions can further enhance your choice.</p><h3 id="what-should-be-included-in-an-engineering-resume">What should be included in an engineering resume?</h3><p>An effective engineering resume must prominently showcase your technical skills, relevant certifications, hands-on project experiences, and proficiency with industry-specific software. This will provide a clear picture of your qualifications to potential employers.</p><h3 id="how-can-i-optimize-my-resume-for-ats">How can I optimize my resume for ATS?</h3><p>To optimize your resume for ATS, it is essential to incorporate relevant keywords from job descriptions, utilize standard job titles and section headings, and highlight quantifiable achievements. This approach enhances your chances of passing through the ATS filters successfully.</p><h3 id="what-are-common-ats-mistakes-to-avoid">What are common ATS mistakes to avoid?</h3><p>To ensure ATS compatibility, it is essential to avoid non-standard fonts, excessive keyword stuffing, and complex graphics. These elements can significantly impede the chances of your resume being properly parsed by the system.</p><!--kg-card-begin: html--><script type="application/ld+json">
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<!--kg-card-end: html-->]]></content:encoded></item><item><title><![CDATA[Best AI Resume Checker for Job-Winning Applications: Get Instant Feedback]]></title><description><![CDATA[Looking for the best AI resume checker for your job applications? Check how Loopcv can help you]]></description><link>https://blog.loopcv.pro/best-ai-resume-checker/</link><guid isPermaLink="false">6908b268d8ca988272df8cd3</guid><dc:creator><![CDATA[George Avgenakis]]></dc:creator><pubDate>Mon, 03 Nov 2025 13:50:21 GMT</pubDate><media:content url="https://blog.loopcv.pro/content/images/2025/11/ai-resume-checker.png" medium="image"/><content:encoded><![CDATA[<img src="https://blog.loopcv.pro/content/images/2025/11/ai-resume-checker.png" alt="Best AI Resume Checker for Job-Winning Applications: Get Instant Feedback"><p>Searching for an &#x2018;ai resume checker&#x2019;? You&#x2019;re probably looking for a tool to improve your resume and increase your chances of landing a job. An AI resume checker analyzes your resume, provides instant feedback, and helps you optimize it for applicant tracking systems (ATS). This article will guide you through why AI resume checkers are useful, how they work, and what to expect from using one.</p><h2 id="key-takeaways">Key Takeaways</h2><ul><li>AI resume checkers streamline the resume creation process by providing real-time feedback, optimizing for ATS compliance, and enhancing the overall quality of job applications.</li><li>These tools offer key features such as contextual keyword analysis, formatting evaluation, and personalized recommendations, ensuring resumes are tailored for specific job postings and attractive to employers.</li><li>When choosing an AI resume checker, prioritize tools that comply with data privacy regulations and offer strong security measures to protect sensitive personal information.</li></ul><h2 id="why-use-an-ai-resume-checker">Why Use an AI Resume Checker?</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/0443bd68-8615-47a0-8a3e-c2bfbaf71fa5.png" class="kg-image" alt="Best AI Resume Checker for Job-Winning Applications: Get Instant Feedback" loading="lazy"></figure><p>AI resume checkers revolutionize resume writing by enabling the swift and efficient creation of effective resumes using a resume builder. These tools reduce time spent on tedious tasks like formatting and keyword optimization, allowing job seekers to focus on more critical aspects of their job search, including getting their resume reviewed.</p><p>AI resume checkers improve the accuracy and quality of resumes by offering real-time feedback and suggestions based on industry standards. With precise scoring metrics, applicants can enhance their resumes, making them more appealing to potential employers. This not only increases the chances of landing interviews but also job offers. Using an ai resume review tool can further streamline this process.</p><p>AI resume checkers enable job seekers to tailor their applications for specific job postings, ensuring each resume is optimized for the role. This customization is vital in today&#x2019;s job market, where generic resumes often fail to make an impact. Optimized resumes with AI enhancements help applicants meet the specific qualifications employers seek.</p><p>With job search tools constantly evolving, integrating an AI resume checker into your job search process is strategic. It helps produce polished, ATS-friendly resumes, significantly improving your chances of standing out in a crowded job market.</p><p><a href="https://www.loopcv.pro/ai-cv-checker">&gt;&gt; Start today for FREE: Check how the Loopcv AI resume checker can help you get a job faster.</a> </p><h2 id="how-ai-resume-checkers-work">How AI Resume Checkers Work</h2><p>AI resume checkers analyze resumes to align them with applicant tracking system (ATS) requirements. The goal is to format and optimize resumes so they easily pass through resume scanners and ATS filters, commonly used by employers to screen applications.</p><p>Using advanced algorithms and multi-layer analysis techniques like document parsing and natural language processing, these tools simulate the hiring process and analyze resumes to match ATS algorithms. A comprehensive AI resume checker typically performs 16 crucial checks to ensure resume quality and compatibility.</p><h3 id="key-features-of-ai-resume-checkers">Key Features of AI Resume Checkers</h3><p>Top AI resume checkers go beyond basic keyword matching by offering contextual keyword analysis and industry-specific optimization. They understand the context in which keywords are used, providing a more nuanced and effective resume review.</p><p>Besides keyword optimization, AI resume checkers enhance visual appeal and readability by evaluating:</p><ul><li>Formatting</li><li>Relevant keywords</li><li>Grammar</li><li>Spelling</li><li>Content relevance</li><li>Consistency</li></ul><p>These tools support multiple file formats, including PDF and Word documents, making it easy to upload resumes and get instant feedback on your cv during a resume drop or drop your resume with a resume grader.</p><p>Addressing these key features, AI resume checkers make your resume ATS-friendly and appealing to human recruiters and hiring managers, maximizing your chances of landing interviews and job offers with an ats friendly resume.</p><h3 id="the-role-of-ai-in-resume-analysis">The Role of AI in Resume Analysis</h3><p>AI technology evaluates resumes based on content, structure, and layout, providing a comprehensive score reflecting overall quality. Factors like quantifiable achievements and content quality influence the score, giving job seekers a clear picture of how their resume compares to industry standards. Artificial intelligence plays a significant role in this evaluation process.</p><p>AI resume checkers like Enhancv:</p><ul><li>Assess resume consistency</li><li>Suggest customizations for different industries, offering tailored recommendations for improvement</li><li>Identify issues that traditional ats resume checker programs might overlook, such as spelling mistakes and poorly crafted content</li></ul><p>Simulating ATS environments in real-time, these tools show how a resume would perform during screenings, making them invaluable for job seekers. This comprehensive analyzing ensures users receive actionable feedback, helping them create resumes that pass ATS filters and impress real person recruiters.</p><p><a href="https://www.loopcv.pro/ai-cv-checker">&gt;&gt; Start today for FREE: Check how the Loopcv AI resume checker can help you get a job faster.</a> </p><h2 id="getting-your-resume-scored-instantly">Getting Your Resume Scored Instantly</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/d271aec7-8ae9-4001-b207-8f53f9267d4d.png" class="kg-image" alt="Best AI Resume Checker for Job-Winning Applications: Get Instant Feedback" loading="lazy"></figure><p>A major advantage of using an AI resume checker is receiving instant feedback on your resume. To check your resume score with a tool like Enhancv, upload it in a recommended PDF format, ensuring it doesn&#x2019;t exceed 2MB, as this format is easily readable by ATS systems.</p><p>Once uploaded, you receive a detailed report with a score reflecting your resume&#x2019;s ATS compatibility and ATS compliant status. A good ats score above 80 generally indicates a strong resume likely to pass through ATS filters.</p><p>Personalized feedback is provided via email, along with an actionable task list to enhance your resume&#x2019;s quality. This dynamic scoring feature lets you see how changes affect your resume&#x2019;s score instantly, giving you full control over the improvement process to fine tune your resume.</p><h2 id="tailoring-your-resume-for-specific-job-applications">Tailoring Your Resume for Specific Job Applications</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/f2af8ae0-ac97-4139-a8db-4b4c46202ce2.png" class="kg-image" alt="Best AI Resume Checker for Job-Winning Applications: Get Instant Feedback" loading="lazy"></figure><p>Tailoring your resume for specific job applications is crucial in today&#x2019;s competitive jobs market. Job description outlines the competencies, experience, and skills needed, serving as a roadmap for customization. To enhance your chances, get your resume using important keywords from job descriptions significantly enhances your resume&#x2019;s relevance to specific roles.</p><p>Some AI resume checkers offer keyword gap analysis, identifying missing terms compared to job descriptions. This ensures your resume aligns with job requirements. AI-driven platforms can also recommend industry-specific language, increasing the chances of meeting employer expectations.</p><p>Blending AI recommendations with personal insights and experiences helps avoid generic resumes, producing applications that stand out. Most advice on AI personalization offers tailored advice reflecting your unique skills and experiences, ensuring your resume is relevant and compelling.</p><p><a href="https://www.loopcv.pro/ai-cv-checker">&gt;&gt; Start today for FREE: Check how the Loopcv AI resume checker can help you get a job faster.</a> </p><h2 id="improving-your-resume-with-ai-feedback">Improving Your Resume with AI Feedback</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/3a79c913-b1c3-4b25-b147-6e514f5e1863.png" class="kg-image" alt="Best AI Resume Checker for Job-Winning Applications: Get Instant Feedback" loading="lazy"></figure><p>Improving your resume with AI feedback is transformative in the job application process. These tools offer:</p><ul><li>Match scores and editing suggestions, providing valuable feedback to improve clarity and relevance.</li><li>A detailed report after uploading your resume, comparing it to successful resumes.</li><li>Insights into where your resume stands and what areas need improvement.</li></ul><p>Dynamic scoring features in AI resume checkers let you see how changes affect ATS compatibility scores instantly, providing instant analysis. This real-time feedback is crucial for making precise adjustments that enhance your resume&#x2019;s overall quality and effectiveness.</p><h3 id="common-areas-for-improvement-identified-by-ai">Common Areas for Improvement Identified by AI</h3><p>AI resume checkers commonly identify areas for improvement that can significantly enhance your resume&#x2019;s impact, including:</p><ul><li>Repetition of words and phrases, which is frequently highlighted by AI tools</li><li>Grammatical mistakes</li><li>Typos</li><li>Inconsistencies</li></ul><p>Focusing on substantial and impactful information in each section of your resume enhances its relevance and clarity. AI evaluates resumes against databases of successful applications, allowing job seekers to benchmark their resumes&#x2019; effectiveness and competitiveness.</p><p>Quantifying impact with specific examples in the experience section is another critical area for improvement.</p><h3 id="using-strong-action-verbs-and-keywords">Using Strong Action Verbs and Keywords</h3><p>Employing dynamic action verbs can illustrate achievements more compellingly on a resume. Using strong action verbs and relevant keywords ensures your resume stands out to both ATS and human recruiters. Incorporating the right keywords enhances your resume&#x2019;s chances of being picked up by ATS.</p><p>This approach gives you full control over presenting your skills and achievements, making your resume good more impactful. Actionable steps, like using industry-specific terms and avoiding filler words, ensure your resume based remains concise and focused, improving its overall quality.</p><h2 id="enhancing-ats-compatibility">Enhancing ATS Compatibility</h2><p>Enhancing ATS compatibility is crucial for ensuring your resume passes through automated filters. AI resume checkers align resumes with job descriptions, increasing the likelihood of passing ATS. Creating a well-optimized <a href="https://www.resumecoach.com/ats-resume/">Resume for Applicant Tracking Systems</a> ensures the right keywords, formatting, and structure are in place so your application is properly parsed and ranked. Using relevant keywords from job descriptions helps ensure your resume is recognized by ATS.</p><p>Incorporating specific industry-related terms can improve a resume&#x2019;s chances of passing AI screenings. Success in the ATS depends on:</p><ul><li>Optimization for the job</li><li>The resume template</li><li>Included skills and keywords Using standard fonts and avoiding complex layouts further increases the chances of your resume being read correctly by ATS.</li></ul><h3 id="formatting-tips-for-ats-compliance">Formatting Tips for ATS Compliance</h3><p>Using an AI resume checker can minimize formatting issues that might hinder an application from being read by applicant tracking systems. AI resume analysis includes evaluating structure and layout to enhance clarity and readability. Avoid using headers and footers, as ATS may not read the information in them.</p><p>Avoid using graphics or images, as they can confuse ATS software. Using standard section headings like &#x2018;Professional Summary&#x2019; and &#x2018;Work Experience&#x2019; is essential, as ATS software relies on these key sections to categorize your qualifications.</p><h3 id="avoiding-filler-words-and-irrelevant-content">Avoiding Filler Words and Irrelevant Content</h3><p>Removing unnecessary adjectives and adverbs keeps your resume concise and focused. Avoiding filler words and phrases enhances readability and helps convey your skills effectively. AI systems often highlight excessive use of similar terms, making the resume seem less professional.</p><p>A clear and focused polished resume improves ATS compatibility and increases the chances of getting selected for more interviews. Focusing on relevant keywords and concise language save time and improves the overall quality of your resume.</p><h2 id="security-and-privacy-in-ai-resume-checkers">Security and Privacy in AI Resume Checkers</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/6b7b3660-e299-46cc-8f6d-8bd62775fad0.png" class="kg-image" alt="Best AI Resume Checker for Job-Winning Applications: Get Instant Feedback" loading="lazy"></figure><p>Security and privacy are paramount when using AI resume checkers. These tools ensure data protection compliant with GDPR regulations, guaranteeing user information is handled with strict privacy measures. Security and privacy considerations are crucial for users of AI resume checkers as they handle sensitive personal information.</p><p>Choosing a resume checker that prioritizes security and resume privacy ensures your personal data is protected. This trust is essential for users relying on these tools to enhance their job applications, especially when using a resume checker work.</p><p><a href="https://www.loopcv.pro/ai-cv-checker">&gt;&gt; Start today for FREE: Check how the Loopcv AI resume checker can help you get a job faster.</a> </p><h2 id="choosing-the-right-ai-resume-checker-tool">Choosing the Right AI Resume Checker Tool</h2><p>When selecting an AI resume checker, prioritize privacy and security by considering the following:</p><ul><li>Compliance with international data privacy regulations like GDPR and CCPA to ensure candidate data protection.</li><li>Use of end-to-end encryption to safeguard candidate information.</li><li>Implementation of role-based access control (RBAC) to limit data access to authorized personnel only.</li></ul><p>Transparency with candidates about data usage and AI processes is crucial for building trust. Selecting an AI resume checker that prioritizes these aspects ensures both candidate data protection and tool reliability.</p><h2 id="summary">Summary</h2><p>In summary, AI resume checkers are transformative tools that can significantly enhance your job application process. By leveraging AI technology, you can create polished, ATS-friendly resumes that stand out to both automated systems and human recruiters. From instant feedback to tailored recommendations, these tools offer invaluable support in crafting job-winning resumes. Embrace the power of AI resume checkers and take your job search to the next level.</p><h2 id="frequently-asked-questions">Frequently Asked Questions</h2><h3 id="what-is-an-ai-resume-checker">What is an AI resume checker?</h3><p>An AI resume checker is a tool that leverages artificial intelligence to evaluate and enhance resumes, ensuring they comply with Applicant Tracking System (ATS) standards while maximizing appeal to recruiters. Employing such a tool can significantly improve your chances of landing an interview.</p><h3 id="how-does-an-ai-resume-checker-improve-my-resume">How does an AI resume checker improve my resume?</h3><p>An AI resume checker enhances your resume by offering real-time feedback and suggestions for improvement, while ensuring it is properly formatted and optimized for Applicant Tracking Systems (ATS). This increases your chances of standing out to potential employers.</p><h3 id="is-my-personal-data-safe-with-ai-resume-checkers">Is my personal data safe with AI resume checkers?</h3><p>Your personal data is generally safe with reputable AI resume checkers, as they adhere to GDPR regulations and implement strong privacy measures. It&apos;s essential to choose a trusted service to ensure your information is adequately protected.</p><h3 id="can-ai-resume-checkers-help-tailor-my-resume-for-different-job-applications">Can AI resume checkers help tailor my resume for different job applications?</h3><p>Yes, AI resume checkers can effectively analyze job descriptions and identify necessary keywords, allowing you to tailor your resume for different job applications. This customization enhances your chances of standing out to potential employers.</p><h3 id="what-score-should-i-aim-for-with-an-ai-resume-checker">What score should I aim for with an AI resume checker?</h3><p>Aim for a score above 80 with an AI resume checker, as this indicates your resume is strong enough to likely pass through ATS filters.</p>]]></content:encoded></item><item><title><![CDATA[Top Example Resume Samples for 2025 Job Seekers]]></title><description><![CDATA[Find the top Example Resume Samples for 2025 Job Seekers to win your job search!]]></description><link>https://blog.loopcv.pro/top-example-resume-samples/</link><guid isPermaLink="false">68f72b6cd8ca988272df8c90</guid><category><![CDATA[resume samples]]></category><dc:creator><![CDATA[George Avgenakis]]></dc:creator><pubDate>Tue, 21 Oct 2025 06:45:20 GMT</pubDate><media:content url="https://images.unsplash.com/photo-1587116987928-21e47bd76cd2?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wxMTc3M3wwfDF8c2VhcmNofDR8fHJlc3VtZSUyMHNhbXBsZXN8ZW58MHx8fHwxNzYxMDI5MTA1fDA&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=2000" medium="image"/><content:encoded><![CDATA[<img src="https://images.unsplash.com/photo-1587116987928-21e47bd76cd2?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wxMTc3M3wwfDF8c2VhcmNofDR8fHJlc3VtZSUyMHNhbXBsZXN8ZW58MHx8fHwxNzYxMDI5MTA1fDA&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=2000" alt="Top Example Resume Samples for 2025 Job Seekers"><p>Looking for a resume example? This guide offers example resume samples for all career stages, from entry to senior level, to help you tailor your resume for any job in 2025.</p><h2 id="key-takeaways">Key Takeaways</h2><ul><li>Tailoring resumes for different experience levels&#x2014;entry, mid, and senior&#x2014;is crucial to highlight relevant skills and achievements effectively.</li><li>A well-structured resume should include clear contact information, a professional summary, detailed work experience, and educational background, while ensuring it is ATS-friendly.</li><li>Incorporating specific sections&#x2014;such as skills, projects, and certifications&#x2014;can enhance a resume&#x2019;s appeal and demonstrate alignment with job requirements and industry standards.</li></ul><h2 id="most-in-demand-resume-examples-for-2025">Most In-Demand Resume Examples for 2025</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/8ee8ba6e-c86c-4d8a-8bf5-5d3904d8af97.png" class="kg-image" alt="Top Example Resume Samples for 2025 Job Seekers" loading="lazy"></figure><p>Resume samples offer guidance on structuring and tailoring your federal resume format for different jobs and industries. In 2025, creating ATS-friendly resumes that showcase your unique skills and experiences is paramount.</p><p>Whether you&#x2019;re just starting, mid-career, or a senior executive, selecting the right <strong><a href="https://www.papertrue.com/blog/types-of-resumes/">type of resume</a></strong> example is essential. Customizing sample resumes to match your qualifications, job type, industry, and experience level is key.</p><h3 id="entry-level-resume-examples">Entry-Level Resume Examples</h3><p>New graduates should focus on entry-level resumes that highlight academic achievements and relevant coursework. Extracurricular activities can also showcase teamwork and <a href="https://tivazo.com/blogs/essential-interpersonal-skills-for-leaders/">leadership skills</a>, enhancing your resume.</p><p>A resume builder can assist in formatting your resume to align with job descriptions and career goals.</p><h3 id="mid-level-professional-resume-examples">Mid-Level Professional Resume Examples</h3><p>Mid-level professionals need to highlight substantial work experience and key accomplishments. Relevant technical and soft skills should complement your achievements.</p><p>Combining these elements typically presents a compelling case for employment in a mid-level professional great resume.</p><h3 id="senior-level-executive-resume-examples">Senior-Level Executive Resume Examples</h3><p>Senior executives should highlight:</p><ul><li>Strategic leadership</li><li>Measurable outcomes, including metrics like revenue growth and cost reductions</li><li>Achievements that tell a compelling story about their professional journey.</li></ul><p>Relevant certifications enhance credibility and showcase ongoing professional development. For example a federal resume might include more specific outcomes compered to a resume example that is for a junior engineer where the candidate might not have specific software skills to share and might have a shorter resume format and a couple of class projects to share. Some career coaches believe that the curriculum vitae should include both the academic achievements as well as relevant coursework and relevant information from education, internships (typically the position will be mentioned in the experience section of the resume).</p><h2 id="building-a-strong-resume-key-sections">Building a Strong Resume: Key Sections</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/d7f214b5-61bf-4ab6-920a-0933587f686b.png" class="kg-image" alt="Top Example Resume Samples for 2025 Job Seekers" loading="lazy"></figure><p>A well-structured perfect resume should have clear contact information, a professional summary, detailed work experience, and educational background. Clear section headings enhance readability, and tailoring the resume ensures it doesn&#x2019;t overwhelm recruiters.</p><h3 id="contact-information-and-header-for-a-perfect-resume">Contact Information and Header (for a perfect resume)</h3><p>Ensure your contact information is accurate so recruiters can reach you easily. Your name should be prominently displayed at the top, followed by your city/state, phone number, and email address.</p><p>Positions contact details at the top makes them easily accessible for recruiters.</p><p>&gt;&gt;&gt;&gt; <a href="https://www.loopcv.pro/ai-cv-builder">SPECIAL OFFER: Try the Loopcv CV builder for free and apply to your first 100 jobs today using AI</a></p><h3 id="professional-summary-or-objective-for-the-best-resume-format">Professional Summary or Objective (for the best resume format)</h3><p>A well-crafted opening statement significantly improves your chances of attracting employers&#x2019; attention. A concise professional summary should reflect your top skills and qualifications tailored to the job. This section sets the tone for your resume and highlights your career goals and accomplishments. This is very important since the recruiter will have a quick look before the interview and will decide if your profile is relevant to the business, and if your leadership skills are major (for example if you went to a school you can describe your university). For job seekers creating concise, visually organized resumes, using a one-page resume layout can help present qualifications more effectively. Tools like an <strong><a href="https://venngage.com/ai-tools/one-pager-generator">AI one-pager generator</a></strong> can also help structure professional resume-style documents in a clean, recruiter-friendly format.</p><h3 id="work-experience-section-and-relevant-projects-in-a-resume-builder">Work Experience section and relevant projects (in a resume builder)</h3><p>Detailing work experience showcases your technical and soft skills. Highlighting strategic accomplishments and quantifying achievements illustrates your impact in previous roles, especially in the business experience section.</p><p>Relevant projects and research demonstrate the practical application of skills and commitment to your field.</p><p>If you use a resume builder you can typically create a few sample resumes and customize the look and feel of this section to provide the best results. Especially in a federal resume this is important since it will showcase in the curriculum vitae examples of your work, your education, your college, internships, engineering projects or any other research you did and that you want to share examples of it to make the resume match the position (which is one of the most common tips you will hear to win the interview). Start with a simple excel file where you track all the experience from school and write them down as a starting point</p><h3 id="education-for-recent-graduates">Education (for recent graduates)</h3><p>List your highest degree first, along with the institution&#x2019;s name and your college major. Recent graduates should include relevant coursework and honors to strengthen this section.</p><p>Skills from coursework, community service, and extracurricular activities can further enhance your resume.</p><h2 id="enhancing-your-resume-with-additional-sections">Enhancing Your Resume with Additional Sections</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/de515a79-25a3-40b3-844c-d560daa6d2f6.png" class="kg-image" alt="Top Example Resume Samples for 2025 Job Seekers" loading="lazy"></figure><p>Adding additional sections can personalize your resume and align it with your career aspirations. These sections can significantly improve your resume&#x2019;s effectiveness by showcasing your skills and experiences.</p><p>Tailor resumes to specific industries should highlight unique skills and experiences relevant to that sector.</p><h3 id="skills-section">Skills Section</h3><p>Showcasing relevant skills highlights your qualifications for the job title. Quantifiable results in a job description demonstrate the impact of your contributions.</p><p>Naturally incorporating relevant keywords throughout your resume improves its visibility among ATS filters.</p><h3 id="projects-and-research">Projects and Research</h3><p>Relevant projects and research enhance your resume&#x2019;s appeal and demonstrate hands-on experience. Emphasizing projects highlights unique experiences that set you apart.</p><p>Effectively presenting focused engineering projects involves concise descriptions, quantifying results, and aligning with job requirements to describe the overall impact using various methods in a plan.</p><h3 id="certifications-and-training">Certifications and Training</h3><p>Certifications on your resume enhance your qualifications and show commitment to professional development. Clearly specify the certification name, certifying body, and date obtained.</p><p>Healthcare resumes should include certifications like CPR and first aid to showcase qualifications.</p><h2 id="tailoring-your-resume-for-applicant-tracking-systems-ats">Tailoring Your Resume for Applicant Tracking Systems (ATS)</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/0d0acc0c-d6b6-4592-98c4-851337f952b2.png" class="kg-image" alt="Top Example Resume Samples for 2025 Job Seekers" loading="lazy"></figure><p>Optimizing your resume for ATS increases your chances of being noticed by employers. Using ATS-friendly examples and formats is crucial as many applicants are rejected due to formatting issues. Aligning your resume with job descriptions helps you stand out.</p><p>ATS-friendly format improves the likelihood of your resume being read and considered by interested recruiters.</p><h3 id="using-keywords-effectively">Using Keywords Effectively</h3><p>Using keywords from the job posting is crucial for creating an effective resume. Relevant keywords increase the chances of passing ATS scans.</p><p>Industry-specific keywords align your resume with job requirements and demonstrate your suitability.</p><p>&gt;&gt;&gt;&gt; <a href="https://www.loopcv.pro/ai-cv-builder">SPECIAL OFFER: Try the Loopcv CV builder for free and apply to your first 100 jobs today using AI</a></p><h3 id="formatting-for-ats">Formatting for ATS</h3><p>An ATS-friendly resume is essential for passing initial screenings. Key features include clean formatting, relevant keywords, and a straightforward structure. Here are some tips for creating a template for an effective resume.</p><p>Avoid complex formatting elements like tables and images as they can hinder readability.</p><h2 id="industry-specific-resume-samples">Industry-Specific Resume Samples</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/f04d3950-0a10-4332-a990-596d73604341.png" class="kg-image" alt="Top Example Resume Samples for 2025 Job Seekers" loading="lazy"></figure><p>Resume samples offer insights into best practices for showcasing qualifications in specific industries. Job listings highlight critical skills and qualifications, essential for tailoring your sample resume.</p><h3 id="technology-and-data-resumes">Technology and Data Resumes</h3><p>Technology resumes should:</p><ul><li>Highlight coding languages and software proficiency.</li><li>Feature technical proficiencies prominently along with detailed descriptions of relevant projects.</li><li>Include project outcomes to demonstrate practical experience.</li></ul><p>Technical skills are crucial in technology resumes as they demonstrate your transferable skills to perform effectively in tech roles.</p><h3 id="healthcare-resumes">Healthcare Resumes</h3><p>Emphasizing patient care experience sets healthcare resumes apart. Showcasing clinical experience demonstrates your qualifications and commitment as a veteran. Volunteer work highlights dedication to community service.</p><p>Healthcare certifications validate your expertise and show ongoing commitment to professional development.</p><h3 id="creative-arts-and-design-resumes">Creative Arts and Design Resumes</h3><p>Creative resumes should balance artistic flair with ATS compatibility. Visual elements can capture attention while maintaining professionalism in a cv.</p><p>Links to an online portfolio can enhance credibility in creative fields.</p><h2 id="should-you-include-a-cover-letter">Should You Include a Cover Letter?</h2><p>A cover letter is beneficial as it allows you to express interest and highlight relevant skills. Include a cover letter unless specifically requested otherwise to write.</p><p>If only one document can be uploaded, combine your cover letter and resume. Save the combined document as a PDF.</p><h2 id="summary">Summary</h2><p>In summary, having a well-crafted resume tailored to the job and industry is essential for job seekers in 2025. By using the insights and examples provided in this guide, you can create a strong resume that showcases your qualifications and enhances your chances of landing your dream job. Remember, a perfect resume not only highlights your skills and experience but also aligns with ATS requirements and industry standards. Take these tips to heart, and you&#x2019;ll be well on your way to career success.</p><h2 id="frequently-asked-questions">Frequently Asked Questions</h2><h3 id="what-are-the-most-important-sections-to-include-in-a-resume">What are the most important sections to include in a resume?</h3><p>Include contact information, a professional summary or objective, work experience, and education as the essential sections in your resume to effectively showcase your qualifications. These elements provide a clear and concise overview of your professional background.</p><h3 id="how-can-i-make-my-resume-stand-out-to-employers">How can I make my resume stand out to employers?</h3><p>To make your resume stand out, tailor it to the specific job description by using relevant keywords and emphasizing your key achievements. This targeted approach will capture the employer&apos;s attention effectively.</p><h3 id="why-is-it-important-to-have-an-ats-friendly-resume">Why is it important to have an ATS-friendly resume?</h3><p>Having an ATS-friendly resume is crucial because it enhances your likelihood of passing initial screenings and being seen by recruiters, thereby boosting your chances of landing an interview.</p><h3 id="should-i-include-a-cover-letter-with-my-resume">Should I include a cover letter with my resume?</h3><p>Including a cover letter with your resume is essential, as it enables you to showcase your interest and highlight relevant skills effectively. It can set you apart from other candidates.</p><h3 id="how-can-i-tailor-my-resume-to-a-specific-industry">How can I tailor my resume to a specific industry?</h3><p>To tailor your resume to a specific industry, focus on including industry-specific keywords, highlighting relevant skills and experiences, and utilizing effective resume samples from that field. This targeted approach will enhance your chances of standing out to potential employers.</p><p>&gt;&gt;&gt;&gt; <a href="https://www.loopcv.pro/ai-cv-builder">SPECIAL OFFER: Try the Loopcv CV builder for free and apply to your first 100 jobs today using AI</a></p>]]></content:encoded></item><item><title><![CDATA[Top 5 Recruiter AI Tools to Streamline Your Hiring Process in 2025]]></title><description><![CDATA[Check the top 5 recruiter AI tools. Learn how these tools can make your hiring process more efficient, reduce the hiring time & find the best talent faster.]]></description><link>https://blog.loopcv.pro/recruiter-ai-tools-to-streamline-your-hiring-process/</link><guid isPermaLink="false">6869596db8db380461d2890a</guid><dc:creator><![CDATA[Zoi Kotsou]]></dc:creator><pubDate>Sat, 05 Jul 2025 17:05:42 GMT</pubDate><media:content url="https://blog.loopcv.pro/content/images/2025/07/34f3afb6-7381-4167-b080-b3d9e7cd0939--1-.jpg" medium="image"/><content:encoded><![CDATA[<img src="https://blog.loopcv.pro/content/images/2025/07/34f3afb6-7381-4167-b080-b3d9e7cd0939--1-.jpg" alt="Top 5 Recruiter AI Tools to Streamline Your Hiring Process in 2025"><p>Recruiter AI is changing how companies hire by automating essential tasks like sourcing, screening, and scheduling candidates. </p><p>In this article, we will introduce you to the top 5 recruiter AI tools for 2025. Learn how these tools can make your hiring process more efficient, reduce the time to hire, and help you find the best talent faster.</p><h3 id="key-takeaways"><strong>Key Takeaways</strong></h3><ul><li>AI integration in recruitment has led to faster hiring processes, with 86.1% of recruiters reporting improved efficiency and significant time savings.</li><li>Key features of AI recruiting tools include automated resume screening, candidate engagement strategies, and predictive analytics that enhance recruitment effectiveness and minimize bias.</li><li>While AI tools offer transformative benefits, challenges such as data reliability, privacy concerns, and the need for skilled recruiters must be addressed to ensure successful implementation.</li></ul><h2 id="the-rise-of-ai-in-recruitment">The Rise of AI in Recruitment</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/a398aa70-4733-4073-9f90-078bfe15deb3.png" class="kg-image" alt="Top 5 Recruiter AI Tools to Streamline Your Hiring Process in 2025" loading="lazy"></figure><p>The integration of AI in recruitment has transformed the industry, making talent acquisition faster, smarter, and more efficient. </p><p>Leveraging automation, predictive analytics, and machine learning, AI-driven recruitment has revolutionized traditional hiring methods. Approximately 86.1% of recruiters utilizing AI noted that it speeds up the hiring process, a testament to its efficiency.</p><p>Moreover, 85% of companies using AI in recruitment report significant time savings and overall efficiency boosts, with some seeing cost reductions of up to 30%. This shift from a reactive to a proactive strategy allows organizations to anticipate hiring needs and respond more agilely.</p><p><a href="https://www.writecream.com/free-tools/">AI tools</a> provide high-level personalization and data insights, enhancing the overall recruitment experience and making the process more engaging for candidates and hiring managers alike. </p><p>These advancements underscore the transformative power of AI in recruitment, setting the stage for a deeper dive into how these AI recruiters work and the specific features that make them indispensable tools in the modern hiring landscape.</p><h2 id="how-ai-recruiters-work">How AI Recruiters Work</h2><p>AI recruiters leverage various artificial intelligence technologies to enhance recruitment processes. AI significantly increases efficiency by automating tasks such as:</p><ul><li>sourcing candidates</li><li>screening candidates</li><li>shortlisting candidates This automation enables recruiters to focus on more strategic aspects of talent acquisition. ABC Talent Scout uses AI-driven recruitment technology to automate candidate sourcing, ensuring a steady stream of qualified candidates.</li></ul><p>One of the most powerful features of AI recruiters is their ability to analyze candidates by matching their qualifications with job descriptions to find the best fit. Predictive analytics assist recruiters by analyzing past hiring data to predict candidate success and assess cultural fit, making hiring decisions more data-driven and less prone to human error.</p><p>The Automation Engine in talent acquisition streamlines hiring processes by automating workflows, reducing the time to hire and improving overall efficiency. These capabilities illustrate how AI recruiting tools are not just enhancing but fundamentally transforming the recruitment process, paving the way for a more efficient, data-driven approach to hiring the right talent.</p><h2 id="key-features-of-ai-powered-recruiting-tools">Key Features of AI-Powered Recruiting Tools</h2><p>AI recruiting tools integrate screening, scheduling, interviewing, and evaluation into a seamless platform, enhancing the recruitment process&#x2019;s efficiency and effectiveness. </p><p>The recruitment technology stack is evolving, combining various systems, including recruiting software, to enhance efficiency and improve the candidate experience. AI recruiters have several key features, including:</p><ul><li>Resume parsing</li><li>Candidate ranking</li><li>Natural language processing</li><li>Predictive analytics</li><li>Integration with existing software</li></ul><p>These features all help to streamline the hiring process.</p><p>AI automates sourcing, screening, scheduling, and interviewing, enabling human recruiters to focus on strategic goals. Additionally, AI personalizes the recruitment experience by delivering tailored content, job recommendations, and dynamic content, which enhances candidate engagement. AI is also being used to create high-converting marketing creatives, including tools that use <a href="https://venngage.com/ai-tools/ad-generator">AI to generate ads</a>, helping businesses improve outreach and engagement.</p><p>Conversational HR chatbots facilitate personalized conversations, job searching, and initial screenings to engage candidates effectively.</p><h3 id="resume-screening">Resume Screening</h3><p>AI automates resume screening, enabling faster identification of qualified candidates. Unlike traditional methods that rely heavily on keyword matching, AI tools recognize synonyms and context, enabling a broader evaluation of candidates during resume screening. </p><p>For instance, ABC Talent Scout uses machine learning to analyze resumes and match candidates to job openings effectively.</p><p>This automation enhances recruitment efficiency by rapidly sorting and screening talent and improves the quality of hires by analyzing and ranking candidates based on their skills and experience. As a result, hiring managers can focus on the most qualified candidates, reducing the time and effort spent on manual work resume reviews.</p><h3 id="interview-scheduling">Interview Scheduling</h3><p>AI facilitates real-time interview scheduling by integrating with various calendar systems, eliminating the back-and-forth often associated with finding suitable times for interviews, making it a game changer and saving valuable time.</p><p>DEF Hiring Assistant, for example, provides automated scheduling and candidate messaging to streamline communication and ensure a smooth interview process, as outlined in the job description.</p><h3 id="candidate-engagement">Candidate Engagement</h3><p>AI enhances job posting performance by analyzing which job ads generate the most engagement across various platforms, helping recruiters optimize their outreach strategies. </p><p>AI systems enhance follow-ups by generating tailored messages based on candidate interactions and previous communications, ensuring candidates feel valued and engaged throughout the hiring process.</p><p>Furthermore, AI tools can analyze candidate engagement data to improve future outreach and communication strategies, making the recruitment process more effective and personalized. </p><p>This level of engagement not only attracts top candidates but also improves the overall candidate experience, making companies more attractive to potential hires.</p><h2 id="benefits-of-using-ai-in-talent-acquisition">Benefits of Using AI in Talent Acquisition</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/c479198c-a9c2-40c2-a064-2d2e365fb091.png" class="kg-image" alt="Top 5 Recruiter AI Tools to Streamline Your Hiring Process in 2025" loading="lazy"></figure><p>AI enhances recruitment efficiency by automating tedious tasks, enabling teams to focus on strategic goals and high-value activities. AI-powered recruiting tools streamline hiring by automating tasks like resume screening and interview scheduling, leading to significant productivity gains. </p><p>Organizations using AI in recruitment report improvements of more than 30% in some cases, highlighting the tangible benefits of these technologies.</p><p>AI-driven recruitment allows for more agile responses to changing hiring needs, making it easier to scale recruitment efforts as needed. AI helps companies make better hiring decisions and build high-performing teams by matching candidates&#x2019; skills with job requirements.</p><p>AI solutions assess candidates based on relevant job skills, minimizing biases that can occur in traditional hiring processes. This not only enhances the quality of hires but also ensures a positive candidate experience for the best candidates, highlighting the importance of the candidate&#x2019;s skills.</p><h3 id="reducing-time-to-hire">Reducing Time to Hire</h3><p>AI automates repetitive tasks, shortening recruitment cycles and cutting down the time required for candidate sourcing and initial screening. For instance, AI speeds up the screening process and reduces the time-to-fill in hiring healthcare professionals and other high-demand roles. </p><p>This efficiency is not limited to specific industries; AI accelerates hiring in technology, retail, service, and manufacturing sectors by quickly matching candidates to open positions.</p><p>AI-driven applicant tracking systems can identify previous applicants who match new job openings, helping to fill positions more efficiently. This real-time data and predictive analytics enable companies to search for the right talent faster and more efficiently, ultimately reducing the overall time to hire.</p><h3 id="enhancing-quality-hires">Enhancing Quality Hires</h3><p>AI contributes to data-driven insights in recruitment by unlocking insights that guide decision-making and improve the quality of hires. By analyzing past hiring data and employee performance, AI offers better data quality and reliability, forecasting candidate success more accurately. This ensures that organizations can make informed decisions about which candidates are likely to perform well in their roles. AI can also align recruitment goals with the company&#x2019;s broader objectives by integrating predictions and analytics into the <a href="https://mooncamp.com/okr">OKR framework</a>, ensuring that hiring efforts directly support key results and business outcomes.</p><p>Moreover, AI technology can analyze social media profiles to identify passive candidates who may not be actively seeking new roles but are a perfect fit for open positions. Tools like GHI Talent Matcher offer the following benefits:</p><ul><li>Match candidates based on skills</li><li>Match candidates based on cultural fit within a company</li><li>Enhance employee retention</li><li>Improve job satisfaction</li></ul><h3 id="minimizing-unconscious-bias">Minimizing Unconscious Bias</h3><p>AI recruiters focus on skills, experiences, and qualifications while continuously monitoring algorithms to ensure unbiased hiring. This approach helps reduce unconscious bias in hiring by ensuring fair and compliant hiring processes, which is crucial for building a diverse and inclusive workforce. AI tools can also produce personalized job descriptions that are inclusive and clear, attracting a diverse range of candidates.</p><p>Additionally, AI tools can analyze recruitment trends to identify and rectify biases over time, ensuring that the hiring process remains fair and unbiased and helping to reduce bias. Organizations must balance the efficiency of AI tools with the necessity for fairness in recruitment processes, ensuring that the technology is used ethically and effectively.</p><h2 id="top-5-ai-recruiting-tools-in-2025">Top 5 AI Recruiting Tools in 2025</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/c623ece1-66ef-42d9-927c-25e37656e364.png" class="kg-image" alt="Top 5 Recruiter AI Tools to Streamline Your Hiring Process in 2025" loading="lazy"></figure><p>In 2025, several AI recruiting tools stand out for their innovative approaches to talent acquisition. These recruitment tools leverage artificial intelligence to enhance various aspects of the hiring process, from sourcing and screening to engagement and decision-making. </p><p><strong>Among the top tools are:</strong></p><ul><li>XYZ Recruiter</li><li>ABC Talent Scout</li><li>DEF Hiring Assistant</li><li>GHI Talent Matcher</li><li>JKL Recruitment Pro Each offers unique features tailored to different recruitment needs.</li></ul><p>These AI recruiters are particularly effective in the tech, finance, and healthcare industries, where the demand for specialized talent is high in many industries. By utilizing these ai recruitment tools, organizations can streamline their recruitment efforts, reduce time to hire, and improve the overall quality of hires.</p><h3 id="tool-1-xyz-recruiter">Tool 1: XYZ Recruiter</h3><p>XYZ Recruiter specializes in matching companies with professionals in tech, finance, and design. It employs a rigorous vetting process through AI algorithms to evaluate candidates effectively, ensuring that only the most qualified candidates are presented to hiring managers. This thorough evaluation process not only improves the quality of hires but also reduces the time taken to fill positions.</p><p>Designed to streamline the hiring process, XYZ Recruiter helps companies find the right talent efficiently, enhancing the overall recruitment experience. By focusing on specialized talent, XYZ Recruiter ensures that organizations can meet their specific hiring needs quickly and effectively.</p><h3 id="tool-2-abc-talent-scout">Tool 2: ABC Talent Scout</h3><p>ABC Talent Scout is designed to identify specialized talent across various fields, enhancing the recruitment process by utilizing AI-driven recruitment technology to automate candidate sourcing and screening. This tool excels in matching candidates to job openings effectively, ensuring that companies can quickly and accurately identify the best talent for their needs.</p><h3 id="tool-3-def-hiring-assistant">Tool 3: DEF Hiring Assistant</h3><p>DEF Hiring Assistant improves recruitment processes by providing streamlined functionalities:</p><ul><li>Managing job postings efficiently, helping recruiters create and publish job listings.</li><li>Ensuring job descriptions are clear and engaging to attract the right candidates.</li><li>Managing candidate profiles with automated updates to keep information current and accessible.</li></ul><p>By improving engagement through better job postings and up-to-date candidate profiles, DEF Hiring Assistant enhances the overall hiring experience. This ensures that both recruiters and candidates have a smoother and more efficient recruitment journey.</p><h3 id="tool-4-ghi-talent-matcher">Tool 4: GHI Talent Matcher</h3><p>The GHI Talent Matcher effectively connects candidates with roles that align not only with their professional skills but also with the company&#x2019;s culture and values. By prioritizing cultural fit, GHI Talent Matcher enhances employee retention and job satisfaction, leading to a more cohesive workplace.</p><p>The tool uses advanced algorithms to assess candidates&#x2019; technical skills, ensuring a high level of competence matched to job requirements. This holistic approach integrates cultural and technical assessments for a more effective hiring process, making GHI Talent Matcher stand out in the crowded AI recruitment market.</p><h3 id="tool-5-jkl-recruitment-pro">Tool 5: JKL Recruitment Pro</h3><p>JKL Recruitment Pro focuses on building relationships with candidates and providing actionable insights for recruitment strategies. Effective relationship building in recruitment improves candidate experience and engagement, making candidates feel valued and understood.</p><p>By offering actionable insights, JKL Recruitment Pro helps recruiters develop targeted strategies for talent acquisition, enhancing overall hiring outcomes. Combining relationship building and data-driven insights, this tool ensures that recruitment strategies are both effective and personalized.</p><h2 id="extra-point-how-loopcv-for-recruiters-work"><strong>Extra Point: How Loopcv for Recruiters Work!</strong></h2><p><strong>There is a list of the features that Loopcv for Recruiters provides:</strong></p><p><strong>1) Automated lead generation:</strong> Effortlessly identify companies actively hiring and reach out to them automatically, turning them into new clients for your recruitment business.</p><p><strong>2) Intelligent candidate sourcing:</strong> Quickly find candidates who perfectly match your open roles and engage with them automatically, saving time and accelerating your hiring process.</p><p><strong>3) Seamless calendar integration:</strong> Sync your calendar to display your availability, create your daily meeting agenda, and coordinate interviews with candidates and clients effortlessly.</p><p><strong>4) AI-powered talent pipelines:</strong> Leverage our proprietary AI algorithms to match your open roles with job-seeking candidates, engage with them proactively, and streamline your applicant tracking and daily recruitment operations.</p><p><strong>5) Automated job posting:</strong> Post your job openings across multiple job boards and sites through our integrations, ensuring maximum exposure and a steady flow of applications.</p><p><strong>6) Advanced data enrichment:</strong> Enhance candidate profiles with smart integrations to LinkedIn, GitHub, and other social platforms, giving you a comprehensive view of their skills and experience.</p><p><strong>7) Custom branded website &amp; career page:</strong> Easily build a professional, branded website displaying your open roles&#x2014;with options to anonymize employer names&#x2014;so you can strengthen your agency&#x2019;s brand and attract top talent.</p><p><strong>8) Integrated recruitment CRM:</strong> Track all your commercial activities, candidate placements, and revenue in one centralized platform to stay organized and maximize productivity.</p><p><strong>9) AI-driven reporting &amp; analytics:</strong> Access powerful insights to identify your most profitable roles, monitor key performance indicators (KPIs), and make data-driven decisions to grow your recruitment business.</p><p><strong><a href="https://www.loopcv.pro/recruiter">Book a call to learn more!</a></strong></p><h2 id="challenges-and-considerations-in-ai-recruiting">Challenges and Considerations in AI Recruiting</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/2f1244a6-9bdb-4e7a-986d-2a09ae7c6e01.png" class="kg-image" alt="Top 5 Recruiter AI Tools to Streamline Your Hiring Process in 2025" loading="lazy"></figure><p>While AI recruiting tools offer numerous benefits, there are challenges and considerations to keep in mind:</p><ul><li>Reliable data is essential for AI to provide real insights in recruitment.</li><li>Quality data assurance is a key challenge with AI in recruiting.</li><li>Inaccurate or biased data can lead to flawed hiring decisions.</li></ul><p>Improper handling of candidates&#x2019; personal data can lead to privacy violations and legal repercussions. This is particularly important as 35% to 45% of organizations have incorporated AI into their hiring procedures, highlighting the need for robust data privacy practices.</p><p>Investing in recruiter training is crucial as the role evolves, particularly in skills forecasting and addressing attrition. As AI takes over routine tasks, recruiters must adapt to new roles that focus more on strategic decision-making and relationship building.</p><h2 id="future-trends-in-ai-recruitment">Future Trends in AI Recruitment</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/5d3df077-40a5-4df6-bba7-cd8250687c63.png" class="kg-image" alt="Top 5 Recruiter AI Tools to Streamline Your Hiring Process in 2025" loading="lazy"></figure><p>AI agents are predicted to be the next evolution in recruitment technology, supporting talent acquisition teams at every stage in the hiring funnel. These AI agents enhance the recruitment process by completing tasks, anticipating challenges, and improving accuracy, making them indispensable tools for future hiring.</p><p>Generative AI in recruitment creates personalized outreach messages, job descriptions, and interview questions, enhancing the recruitment process. The AI recruitment market is expected to grow at a compound annual growth rate of 6.17% from 2023 to 2030, indicating a bright future for AI-driven hiring solutions.</p><h2 id="how-ai-is-changing-the-role-of-recruiters">How AI is Changing the Role of Recruiters</h2><p>As routine tasks are automated through AI, recruiters can dedicate more time to building relationships and engaging with candidates. AI enhances decision-making speed and eliminates manual tasks, enabling strategic hiring and relationship building.</p><p>Transparency about AI&#x2019;s role in hiring decisions can improve candidate trust and engagement, making the process more open and understandable for all parties involved. AI has augmented the relationship between HR and technology, impacting how organizations attract, engage, hire, and retain talent.</p><h2 id="frequently-asked-questions">Frequently Asked Questions</h2><h3 id="1-how-does-ai-improve-the-recruitment-process">1. How does AI improve the recruitment process?</h3><p>AI enhances the recruitment process by automating tasks like resume screening and interview scheduling, enabling recruiters to concentrate on strategic initiatives and more impactful activities. This leads to a more efficient and effective hiring process.</p><h3 id="2-what-are-the-key-features-of-ai-powered-recruiting-tools">2. What are the key features of AI-powered recruiting tools?</h3><p>AI-powered recruiting tools offer key features such as resume parsing, candidate ranking, natural language processing, predictive analytics, and integration with existing software, enhancing the efficiency and effectiveness of the hiring process.</p><h3 id="3-how-does-ai-reduce-unconscious-bias-in-hiring">3. How does AI reduce unconscious bias in hiring?</h3><p>AI effectively reduces unconscious bias in hiring by emphasizing skills, experiences, and qualifications, while also enabling ongoing monitoring of algorithms to maintain an equitable selection process.</p><h3 id="4-what-are-some-challenges-associated-with-ai-recruiting">4. What are some challenges associated with AI recruiting?</h3><p>AI recruiting faces challenges such as maintaining high data quality, managing candidates&apos; personal information responsibly, and equipping recruiters with the necessary training to adapt to new technologies.</p><h3 id="5-what-future-trends-can-we-expect-in-ai-recruitment">5. What future trends can we expect in AI recruitment?</h3><p>You can expect the emergence of AI agents and generative AI in recruitment, which will create personalized content and drive significant market growth, signaling a promising future for AI-driven hiring solutions.</p>]]></content:encoded></item><item><title><![CDATA[Top Trends in AI and Recruitment: Enhance Your Hiring Process Today]]></title><description><![CDATA[Hiring by automating tasks like resume screening, interview scheduling? Check how AI improves recruitment, reduces bias & enhances candidate experiences.]]></description><link>https://blog.loopcv.pro/top-trends-in-ai-and-recruitment/</link><guid isPermaLink="false">6867f430b8db380461d288c2</guid><category><![CDATA[AI and Recruitment]]></category><category><![CDATA[AI hiring process]]></category><category><![CDATA[Best Practices]]></category><dc:creator><![CDATA[Zoi Kotsou]]></dc:creator><pubDate>Fri, 04 Jul 2025 15:38:05 GMT</pubDate><media:content url="https://blog.loopcv.pro/content/images/2025/07/34f3afb6-7381-4167-b080-b3d9e7cd0939.jpg" medium="image"/><content:encoded><![CDATA[<img src="https://blog.loopcv.pro/content/images/2025/07/34f3afb6-7381-4167-b080-b3d9e7cd0939.jpg" alt="Top Trends in AI and Recruitment: Enhance Your Hiring Process Today"><p>AI and recruitment are revolutionizing hiring by automating tasks like resume screening, interview scheduling, and candidate communication. </p><p>This article delves into how AI improves recruitment efficiency, reduces bias, and enhances candidate experiences. Learn about the latest trends, tools, and strategies that make AI and recruitment indispensable in modern hiring processes.</p><h3 id="key-takeaways"><strong>Key Takeaways</strong></h3><ul><li>AI in recruitment enhances efficiency by automating routine tasks such as screening resumes and scheduling interviews, allowing HR teams to focus on strategic decision-making.</li><li>AI tools significantly reduce bias in hiring processes by evaluating candidates based on qualifications rather than subjective factors, promoting <a href="https://www.paradigmiq.com/blog/inclusive-hiring/">diversity and inclusion</a>.</li><li>Successful AI implementations, such as Unilever&#x2019;s and Electrolux&#x2019;s, have demonstrated substantial improvements in recruitment efficiency and candidate experience, highlighting the transformative potential of AI in hiring.</li></ul><h2 id="understanding-ai-in-recruitment">Understanding AI in Recruitment</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/34f3afb6-7381-4167-b080-b3d9e7cd0939.png" class="kg-image" alt="Top Trends in AI and Recruitment: Enhance Your Hiring Process Today" loading="lazy"></figure><p>AI in recruitment refers to the application of artificial intelligence technologies to improve the processes of sourcing, screening, and hiring candidates. </p><p>Automation through AI transforms the recruitment process, enhancing speed, intelligence, and efficiency. This allows HR teams to focus on more strategic activities, ultimately leading to better hiring outcomes. Beyond recruitment, organizations are leveraging <a href="https://www.sap.com/resources/ai-for-hr">AI HR software</a> to optimize workforce management, improve decision-making, and enhance the overall employee experience &#x2014; further proving AI&#x2019;s potential to transform every aspect of human resources.</p><p>The integration of AI in recruitment not only enhances efficiency but also improves decision-making. AI recruitment tools can analyze vast amounts of data to provide valuable insights, helping recruiters make more informed decisions, especially when they <a href="https://talmatic.com/">hire remote developers</a>. When hiring talent in India, combining AI-driven recruitment with an <a href="https://www.wisemonk.io/">EOR India</a> solution like Wisemonk helps ensure compliant hiring, payroll, and statutory adherence.</p><p>This shift from traditional hiring practices to AI-powered recruitment strategies is revolutionizing the talent acquisition process, enabling recruiters to identify and hire the most qualified candidates quickly and effectively through talent strategies and talent pools.</p><h3 id="difference-between-artificial-intelligence-and-machine-learning">Difference Between Artificial Intelligence and Machine Learning</h3><p>Artificial intelligence is a broad field that focuses on creating systems capable of performing tasks that typically require human intelligence. </p><p>These tasks include problem-solving, understanding language, and recognizing patterns. Machine learning is a subset of AI. It enables systems to learn from data and improve their performance over time. In practical business applications, an <a href="https://1up.ai/blog/rfp-agents-chatbots-copilots/">RFP Agent</a> can leverage these capabilities to analyze requirements, generate accurate responses, and streamline proposal workflows with greater speed and consistency.</p><p>Machine learning focuses on developing algorithms that can recognize patterns and make predictions based on data, thereby continuously improving as they process more information.</p><p>Generative AI is another fascinating aspect of artificial intelligence. Unlike traditional AI systems that analyze existing data, generative AI creates new content, such as writing job descriptions or generating interview questions. </p><p>This capability adds a new dimension to AI in recruitment, offering innovative solutions for various stages of the hiring process.</p><p>Understanding these distinctions helps in integrating AI tools and <a href="https://www.typeface.ai/product/arc-agents">AI agents</a> effectively into the recruitment process, enhancing both efficiency and outcomes.</p><h2 id="key-advantages-of-ai-in-recruitment">Key Advantages of AI in Recruitment</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/c6d89e2e-46a1-486a-9ec4-7495f2d8c0d4.png" class="kg-image" alt="Top Trends in AI and Recruitment: Enhance Your Hiring Process Today" loading="lazy"></figure><p>The adoption of AI in recruitment offers numerous key advantages. From time efficiency and reducing bias to enhancing the candidate experience, AI tools significantly improve the hiring process. </p><p>These benefits transform how organizations approach talent acquisition, making the recruitment process more streamlined and effective.</p><p>These advantages merit further exploration.</p><h3 id="time-efficiency">Time Efficiency</h3><p>One of the most significant advantages of AI in recruitment is its ability to save time. AI automates repetitive tasks such as screening resumes, booking interviews, and scoring candidates, which can significantly reduce the time required for these activities. </p><p>Recruiters often spend up to 30 hours a week on sourcing candidates, but AI can dramatically cut this time by handling routine tasks, allowing HR teams to focus on more strategic initiatives.</p><p>AI enhances overall hiring efficiency by improving decision-making and reducing time-to-hire. Automation in recruitment enables recruiters to concentrate on higher-value tasks, such as building relationships with candidates and making informed hiring decisions, ultimately leading to better business outcomes.</p><h3 id="reducing-bias">Reducing Bias</h3><p>AI plays a crucial role in reducing bias during the recruitment process. Traditional hiring practices often involve human biases, which can lead to unfair practices and discrimination against candidates from protected groups. </p><p>AI helps mitigate these biases by focusing on candidates&#x2019; qualifications and experiences rather than subjective factors. This ensures a more equitable hiring process and promotes diversity and inclusion within organizations.</p><p>AI tools reduce unconscious bias by focusing solely on candidates&#x2019; qualifications, thus enhancing screening efficiency. </p><p>Organizations are encouraged to leverage these tools to create a fairer and more inclusive hiring environment, ultimately leading to better hiring practices and outcomes. This approach reduces bias and promotes equity in the recruitment process.</p><h3 id="enhancing-candidate-experience">Enhancing Candidate Experience</h3><p>Enhancing the candidate experience is another significant advantage of AI in recruitment. </p><p>With the help of an <a href="https://outgrow.co/assistant-ai/">AI assistant</a>, recruiters can better understand candidate behavior, deliver personalized communication, and provide faster responses during the hiring process.</p><p>AI provides data-driven insights into candidate behaviors and market trends, which can be used to engage candidates more effectively. This information helps recruiters understand candidate intent and behavior, allowing them to tailor their communication and engagement strategies accordingly.</p><p>AI-powered agents can provide timely updates to candidates, improving their overall experience and engagement with the hiring process. These ai powered tools ensure time consuming tasks are completed accurately and efficiently, improving the candidate&#x2019;s journey from application to hiring with ai powered solutions and candidate sourcing.</p><p>Additionally, AI personalizes experiences for candidates on company career sites by offering job recommendations and dynamic content, making the recruitment process more engaging and satisfying for prospective employees.</p><h2 id="how-ai-is-revolutionizing-the-hiring-process">How AI is Revolutionizing the Hiring Process</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/6f8f1387-9e26-4e47-af6f-85870cbd4545.png" class="kg-image" alt="Top Trends in AI and Recruitment: Enhance Your Hiring Process Today" loading="lazy"></figure><p>AI is revolutionizing the hiring process by automating various tasks, reducing time to hire, and improving the overall efficiency of recruitment. </p><p>From writing job descriptions to coordinating interview schedules, AI tools significantly reduce the administrative tasks burden on HR teams, allowing them to focus on more strategic decisions.</p><p>AI is transforming various aspects of the hiring process in remarkable ways, particularly with the rise of talent acquisition ai in talent acquisition.</p><h3 id="fast-application-filtering">Fast Application Filtering</h3><p>AI&#x2019;s ability to quickly analyze a large volume of resumes is one of its most impactful features. AI swiftly eliminates irrelevant candidates by scanning for relevant keywords and criteria, significantly reducing hiring time. This not only enhances speed but also improves accuracy in the screening process, ensuring that only the most promising candidates are considered.</p><p>Organizations face a growing necessity to filter applications quickly due to high volumes of candidates. AI maximizes time efficiency for recruiters, allowing them to focus on the most qualified candidates and make informed hiring decisions faster.</p><h3 id="promoting-diversity-and-inclusion">Promoting Diversity and Inclusion</h3><p>Promoting diversity and inclusion is a critical aspect of modern recruitment strategies, and AI plays a pivotal role in this area. AI tools can revise job descriptions to eliminate biases, encouraging a wider range of applicants to apply. By evaluating candidates based on their skills and experiences rather than personal characteristics, AI helps create a more diverse candidate pool.</p><p>AI combats unconscious bias by scoring candidates based on their qualifications and assessments, not demographics. This focus on minimum qualifications and skills ensures a fairer and more inclusive hiring process, ultimately leading to a more diverse workforce.</p><h3 id="improving-candidate-engagement">Improving Candidate Engagement</h3><p>Improving candidate engagement is another area where AI excels. AI in recruitment enhances the candidate experience by providing timely updates and feedback throughout the hiring process. Continuous communication with applicants ensures they are kept informed, which significantly improves their overall engagement.</p><p>AI tools like chatbots facilitate personalized conversations and provide tailored job recommendations, enhancing candidate interaction and satisfaction. These chatbots can also help with job searching, screening, and scheduling, making the recruitment process more seamless and engaging for candidates. Businesses aiming to implement such intelligent tools can collaborate with an experienced <a href="https://www.rapidops.com/generative-ai/ai-agent-development-company/">AI<strong> </strong>agent development company</a>, ensuring their recruitment systems are both scalable and deeply personalized.</p><h2 id="popular-ai-powered-recruiting-tools">Popular AI-Powered Recruiting Tools</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/ab095b1b-346f-41c5-91b0-02aeab32bc1d.png" class="kg-image" alt="Top Trends in AI and Recruitment: Enhance Your Hiring Process Today" loading="lazy"></figure><p>The adoption of ai recruiting tools and recruiting software is becoming increasingly popular among HR professionals and HR teams. </p><p>These tools range from resume screening software to chatbots and automated outreach tools, each designed to enhance different aspects of the recruiting process and the hiring process for hiring managers.</p><p>Examining these tools and their benefits reveals their impact on the hiring process and culture fit.</p><h3 id="resume-screening-software">Resume Screening Software</h3><p>AI-powered resume screening software significantly enhances the efficiency of the recruitment process by automating the screening of resumes. <strong>These tools:</strong></p><ul><li>Categorize documents</li><li>Search for relevant keywords to identify suitable candidates for job positions</li><li>Improve the accuracy and speed of candidate matching.</li></ul><p>Additionally, AI screening technology can reach out to candidates from past applications, improving the chances of reconnecting with potential fits for new openings. Overall, AI contributes to a streamlined hiring process by automating tasks and improving candidate matching through advanced resume analysis.</p><h3 id="chatbots-for-candidate-interaction">Chatbots for Candidate Interaction</h3><p><a href="https://spunch.ai/services/ai-chat-bot-development">AI chatbots</a> play a vital role in enhancing candidate interaction by providing real-time engagement and updates. </p><p>These chatbots can assist candidates by answering queries about job roles, automating candidate workflows, and mimicking human conversation. This not only improves the overall candidate experience but also frees up recruiters to focus on more strategic tasks.</p><p>Chatbots leverage natural language processing to provide personalized job recommendations and maintain continuous communication with candidates, ensuring they are kept informed throughout the hiring process. This level of engagement leads to higher satisfaction and a more positive candidate experience overall.</p><h3 id="automated-outreach-tools">Automated Outreach Tools</h3><p>Automated outreach tools are another powerful AI solution in recruitment. These tools can manage interview schedules and send job offers automatically, streamlining the process and reducing administrative burdens for recruitment teams. Automating scheduling interviews helps save time and ensures a smooth hiring process, minimizing manual tasks.</p><p>Phenom Hiring, for example, integrates screening, scheduling, interviewing, and evaluation into one platform, offering a comprehensive solution for recruitment teams. AI tools have revolutionized recruitment by automating tasks such as job offers and interview scheduling, enhancing efficiency and accuracy in the hiring process.</p><h2 id="successful-ai-implementations-in-recruitment">Successful AI Implementations in Recruitment</h2><figure class="kg-card kg-image-card"><img src="https://images.surferseo.art/b1b6975e-6b7b-47b9-97d4-5d06ef1cfe27.png" class="kg-image" alt="Top Trends in AI and Recruitment: Enhance Your Hiring Process Today" loading="lazy"></figure><p>Several organizations have successfully implemented AI in their recruitment processes, leading to impressive results. </p><p>For instance, Unilever uses HireVue&#x2019;s virtual interviewing tool to score candidates&#x2019; spoken words, streamlining their hiring process. Bon Secours Mercy Health integrated AI to streamline their recruitment processes, resulting in a 28% increase in total external hires.</p><p>Electrolux utilized an AI-powered platform to enhance internal talent mobility, achieving a 9% reduction in time to hire. Kuehne+Nagel&#x2019;s AI talent marketplace improved internal recruitment efficiency, resulting in a 22% increase in internal candidate conversion rates.</p><p>These examples demonstrate the significant impact of successful AI implementation in recruitment, improving efficiency, candidate experience, and decision-making.</p><h2 id="challenges-of-using-ai-in-recruitment">Challenges of Using AI in Recruitment</h2><p>While AI offers numerous benefits, it also presents several challenges. These include potential biases, accuracy issues, and high initial costs.</p><p>Let&#x2019;s explore these challenges in more detail.</p><h3 id="risk-of-replicating-human-biases">Risk of Replicating Human Biases</h3><p>One of the primary challenges of using AI in recruitment is the risk of replicating human biases. If AI systems are trained on biased data, they can inherit and perpetuate these biases. It&#x2019;s crucial to use trusted providers and continuously monitor AI systems to guard against bias and ensure a fair hiring process.</p><p>Human oversight is essential to mitigate this risk. AI should complement human decision-making, not replace it entirely. By combining AI with human judgment, organizations can reduce bias and make more equitable hiring decisions.</p><h3 id="accuracy-concerns">Accuracy Concerns</h3><p>Accuracy concerns are another significant challenge when using AI in recruitment. The effectiveness of AI tools heavily depends on the information and keywords provided during the input process. If the input data is flawed or incomplete, the AI&#x2019;s recommendations may be inaccurate, leading to erroneous hiring decisions.</p><p>HR teams should review and validate hr team AI tool suggestions to mitigate accuracy concerns. Phenom AI, for example, offers Interview Intelligence, which provides actionable insights for teams but requires careful interpretation of the data.</p><p>Ensuring the accuracy of AI tools is essential for maintaining the integrity of the recruitment process. To enhance hiring accuracy and detect AI-assisted responses, platforms like <a href="https://www.withsherlock.ai/">Sherlock AI</a> use real-time monitoring, behavioral analysis, and and deepfake detection to ensure reliable and authentic candidate evaluations.</p><h3 id="data-requirements">Data Requirements</h3><p>AI tools are highly dependent on the availability of quality training data to function effectively. Without sufficient quality data, AI tools may struggle to deliver accurate assessments and insights in recruitment. This can limit their effectiveness in certain scenarios, affecting hiring outcomes.</p><p>Investing in quality training data is crucial for improving AI performance and ensuring effective recruitment outcomes. Organizations must prioritize data quality and ensure that their AI tools are trained on diverse and representative datasets to maximize their effectiveness.</p><h2 id="best-practices-for-integrating-ai-into-recruitment-workflows">Best Practices for Integrating AI into Recruitment Workflows</h2><p>Integrating AI into recruitment workflows requires careful planning and execution. Setting clear objectives for AI integration helps align it with business goals and simplifies vendor selection. Choosing an AI solution that is compatible with your <a href="https://www.kula.ai/blog/applicant-tracking-system">Applicant Tracking System</a> (ATS) can facilitate smoother integration and operation.</p><p>Training recruiters on how to effectively use AI tools is essential for maximizing their adoption and benefits. It&#x2019;s also important to ensure seamless data synchronization between the ATS and AI tools to maintain data integrity.</p><p>By following these best practices, organizations can achieve successful AI implementation and enhance their recruitment strategies.</p><h2 id="will-ai-replace-human-recruiters">Will AI Replace Human Recruiters?</h2><p>The question of whether AI will replace human recruiters is a common concern. However, AI is meant to complement human recruiters, not replace them. Key points include:</p><ul><li>A large majority of recruiters believe that AI should assist rather than make final hiring decisions independently.</li><li>AI excels at automating repetitive tasks.</li><li>This automation frees up human resources for more complex duties.</li></ul><p>Cultivating relationships with applicants is crucial in the hiring process, and AI struggles with this aspect of relationship building. Additionally, AI can lead to legal challenges if unbiased practices aren&#x2019;t established, as candidates have filed lawsuits alleging discrimination. Therefore, the role of human recruiters remains indispensable in the recruitment process.</p><h2 id="enhance-your-recruitment-strategy-with-ai">Enhance Your Recruitment Strategy with AI</h2><p>Enhancing your recruitment strategy with AI can lead to significant improvements in efficiency, accuracy, and productivity. AI streamlines the recruitment process with high-powered automation, stronger personalization, better decision-making, and bias control. This allows HR teams to focus on strategic initiatives and make more informed hiring decisions.</p><p>The integration of AI in recruitment emphasizes enhancing the roles of human recruiters rather than replacing them. By leveraging AI tools and predictive analytics, organizations can assess a candidate&#x2019;s fit for the role and company culture more effectively, ultimately leading to better hiring outcomes.</p><h2 id="frequently-asked-questions"><strong>Frequently Asked Questions</strong></h2><h3 id="1-what-is-ai-in-recruitment">1. What is AI in recruitment?</h3><p>AI in recruitment leverages artificial intelligence technologies to enhance the sourcing, screening, and hiring processes for candidates. This advancement streamlines efficiency and improves decision-making in the recruitment process.</p><h3 id="2-how-does-ai-reduce-bias-in-recruitment">2. How does AI reduce bias in recruitment?</h3><p>AI reduces bias in recruitment by objectively evaluating candidates based on their qualifications and experiences, thereby fostering a fairer hiring process. This approach minimizes the influence of subjective factors.</p><h3 id="3-what-are-some-popular-ai-powered-recruiting-tools">3. What are some popular AI-powered recruiting tools?</h3><p>Some popular AI-powered recruiting tools are resume screening software, candidate interaction chatbots, and automated outreach tools. These technologies enhance efficiency and improve the candidate experience in recruitment processes.</p><h3 id="4-what-are-the-challenges-of-using-ai-in-recruitment">4. What are the challenges of using AI in recruitment?</h3><p>Using AI in recruitment poses challenges such as potential biases, concerns over accuracy, and significant initial costs. Addressing these issues is crucial for effective implementation.</p><h3 id="5-will-ai-replace-human-recruiters">5. Will AI replace human recruiters?</h3><p>AI will not replace human recruiters; instead, it will enhance their capabilities by automating repetitive tasks, enabling them to concentrate on more intricate responsibilities and building relationships.</p><p>If you are exploring how AI is changing recruitment, you can also check our guide on how to use Claude for job search. &#x1F449; <a href="https://blog.loopcv.pro/how-to-use-claude-for-job-search/">How to use Claude for job search</a></p>]]></content:encoded></item></channel></rss>