{"id":26184,"date":"2025-04-18T12:15:42","date_gmt":"2025-04-18T12:15:42","guid":{"rendered":"https:\/\/hd-guard.com\/blog\/2025\/04\/18\/ais-next-great-challenge-understanding-the-nuances\/"},"modified":"2025-04-18T12:15:42","modified_gmt":"2025-04-18T12:15:42","slug":"ais-next-great-challenge-understanding-the-nuances","status":"publish","type":"post","link":"https:\/\/hd-guard.com\/ar\/blog\/2025\/04\/18\/ais-next-great-challenge-understanding-the-nuances\/","title":{"rendered":"AIs Next Great Challenge: Understanding the Nuances of Language"},"content":{"rendered":"<p><h1>Advances in Natural Language Processing<\/h1>\n<\/p>\n<p><img decoding=\"async\" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' src=\"data:image\/jpeg;base64,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\" width=\"305px\" alt=\"main challenge of nlp\"\/><\/p>\n<p><p>There is, naturally, a great deal more one could learn about NLP\u2019s theories and strategies; becoming a better communicator is only one facet of this field of study. However, NLP\u2019s focus on communication is fundamental and something of which salespeople should be aware. In essence, the NLP does not address any of the challenges that you typically face in developing a real-world line of business application. It simply presents the opportunity to deliver a broader and more satisfying experience using a chat interface.<\/p>\n<\/p>\n<p><h2>Natural language processing is the key to communicating with users, but doesn&#8217;t solve the business problem on its own<\/h2>\n<\/p>\n<p><p>Mapping the context, specificity, and personalization of NLP to the industry it serves is challenging. If such an evolution is not taken, chatbots will continue to be costlier to develop and maintain than traditional applications. All of us react to situations and make judgments at a subconscious level. Malcolm Gladwell even explored this phenomenon not long ago in his best-seller, Blink. Marketers, whether they are salespeople or advertisers, would do well to increase their skills in non-verbal communication and in perceiving people\u2019s presuppositions.<\/p>\n<\/p>\n<p><h2>Beyond NLP: 8 challenges to building a chatbot<\/h2>\n<\/p>\n<p><p>NLP is clearly relevant to one-on-one sales interactions, but it also is applicable to other areas of marketing, such as advertising. While it is easier to discern how to sell to a particular person when speaking to him or her individually, advertisers are faced with the more difficult task of targeting a mass of people at once. Consequently, many advertisers have overlooked how NLP might benefit their marketing campaigns.<\/p>\n<\/p>\n<p><p>The selection is subjective, based on our pick of the technologies we believe to be important and of greatest interest to InfoWorld readers. InfoWorld does not accept marketing collateral for publication and reserves the right to edit all contributed content.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src=\"data:image\/jpeg;base64,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\" width=\"306px\" alt=\"main challenge of nlp\"\/><\/p>\n<p><h2>Meeting the leadership challenge with business NLP<\/h2>\n<\/p>\n<ul>\n<li>And even though one academic study found that many methods being used to evaluate customers\u2019 decisions are ineffective, the study also demonstrated that neuromarketing did in fact work.<\/li>\n<li>PPI will be running a Business Practitioner in the US in the fall of 2005.<\/li>\n<li>As these complexities have increased, the burden of understanding them has long surpassed the business parties who rely on them.<\/li>\n<li>Jeff Hoffman of HubSpot points out that NLP \u201cclaims people react more strongly to language that invokes one of their senses,\u201d and that people fall roughly into the categories of visual, auditory, and kinesthetic learning.<\/li>\n<li>That\u2019s one of three major recommendations for NLP bias researchers a recent study makes.<\/li>\n<\/ul>\n<p><p>It fundamentally changes the way work is done in the legal profession, where knowledge is a commodity. Historically, law firms have been judged on their collective partners\u2019 experience, which is essentially a form of intellectual property (IP). Neuromarketing has had its share of detractors (as has NLP), but it is nevertheless emerging as a legitimate field of study as scientists are conducting scholarly verifiable research. And even though one academic study found that many methods being used to evaluate customers\u2019 decisions are ineffective, the study also demonstrated that neuromarketing did in fact work. Neuromarketing is the study of what is going on the human brain when people react to advertising.<\/p>\n<\/p>\n<ul>\n<li>Authors suggest NLP researchers join other disciplines like sociolinguistics, sociology, and social psychology in examining social hierarchies like racism in order to understand how language is used to maintain social hierarchy, reinforce stereotypes, or oppress and marginalize people.<\/li>\n<li>AI for contract review makes it possible to automate the identification of contractual obligations that otherwise would be missed.<\/li>\n<li>We give you the inside scoop on what companies are doing with generative AI, from regulatory shifts to practical deployments, so you can share insights for maximum ROI.<\/li>\n<li>Malcolm Gladwell even explored this phenomenon not long ago in his best-seller, Blink.<\/li>\n<\/ul>\n<p><p>Ned is so obtuse (although perhaps deliberately so) that he seems utterly oblivious to the fact that Phil has no wish to talk to him. Arguably, most people are not as dense as Ned is, but some are certainly more skilled than others at reading non-verbal cues. New Tech Forum provides a venue to explore and discuss emerging enterprise technology in unprecedented depth and breadth.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src=\"data:image\/jpeg;base64,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\" width=\"303px\" alt=\"main challenge of nlp\"\/><\/p>\n<p><h2>How NLP Can Boost Your Marketing Influence<\/h2>\n<\/p>\n<p><p>We welcome theoretical-applied and applied research, proposing novel computational and\/or hardware solutions. I caught up with Andy Abbott, Heretik\u2019s CTO, to learn about the challenges his team has encountered in creating an AI solution for the legal domain. Of course, when targeting different groups of people, it is still important to be strategic. The mere presence of images or words in a marketing campaign will not be enough to cause people to want to buy your product.<\/p>\n<\/p>\n<p><p>This draws on best NLP practice to focus on a leader\u00eds role to motivate and empower their business and the business community. Over a period of three days delegates will develop a 30-day leadership plan based on their own and organisation\u00eds needs. Time will be given to explore vision, values, frameworks, and scenarios with practical solutions in a dedicated environment. Time frames, opportunities and challenges will also be considered.Inspired Leaders need an ever increasing range of skills and attitudes to maintain control over today\u00eds business environment. It\u00eds essential to master themselves, their teams, their stakeholders and at times their industry.<\/p>\n<\/p>\n<p><h2>Microsoft researchers say NLP bias studies must consider role of social hierarchies like racism<\/h2>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src=\"data:image\/jpeg;base64,\/9j\/4AAQSkZJRgABAQAAAQABAAD\/4gHYSUNDX1BST0ZJTEUAAQEAAAHIAAAAAAQwAABtbnRyUkdCIFhZWiAAAAAAAAAAAAAAAABhY3NwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAA9tYAAQAAAADTLQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAlkZXNjAAAA8AAAACRyWFlaAAABFAAAABRnWFlaAAABKAAAABRiWFlaAAABPAAAABR3dHB0AAABUAAAABRyVFJDAAABZAAAAChnVFJDAAABZAAAAChiVFJDAAABZAAAAChjcHJ0AAABjAAAADxtbHVjAAAAAAAAAAEAAAAMZW5VUwAAAAgAAAAcAHMAUgBHAEJYWVogAAAAAAAAb6IAADj1AAADkFhZWiAAAAAAAABimQAAt4UAABjaWFlaIAAAAAAAACSgAAAPhAAAts9YWVogAAAAAAAA9tYAAQAAAADTLXBhcmEAAAAAAAQAAAACZmYAAPKnAAANWQAAE9AAAApbAAAAAAAAAABtbHVjAAAAAAAAAAEAAAAMZW5VUwAAACAAAAAcAEcAbwBvAGcAbABlACAASQBuAGMALgAgADIAMAAxADb\/2wBDAAMCAgICAgMCAgIDAwMDBAYEBAQEBAgGBgUGCQgKCgkICQkKDA8MCgsOCwkJDRENDg8QEBEQCgwSExIQEw8QEBD\/2wBDAQMDAwQDBAgEBAgQCwkLEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBD\/wAARCAFoAeADASIAAhEBAxEB\/8QAHQABAAEFAQEBAAAAAAAAAAAAAAcEBQYICQMCAf\/EAGAQAAEDAgQDAwYGCREFBgUEAwMBBAUABgIHERMUISMIFTESJDNBQ1EWGTRTYYEyVmNxg5SVs9QJFyIlN1RXc3SCkZKTscPj8DVEVaGjGEJkZXLRRVKEwdNHWKThYuLx\/8QAGgEBAQEBAQEBAAAAAAAAAAAAAAUBAwQCBv\/EACwRAQABAwUAAAQEBwAAAAAAAAAVAwQFATRRc8ICERNyFCFBQiIjJDEyM1P\/2gAMAwEAAhEDEQA\/AOVVKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKaL7qaL7qBSlNFoFKUoFKUoFKUoFKU0X3UClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClNF91NF91ApTRfdTRfdQKU0X3U0X3UClNF91NF91ApTRfdTRfdQKU0X3U0X3UClNF91NF91ApTRfdTRfdQKUpQKU0X3U0X3UEkNrChXuLV1LYGX0H1X82JaukHkVN3I146FYuXLfieG14gNSJE2h53+0z2UbOeH\/3dxVJ8CWXvdV+zh9H42eR7cOUWK0HfA3Kxk2rlW3E6cQGrR8B4b9+Of6EqapHLNlEcPxz3xU7bzdwA\/D7XztWRraLN674Jmjn\/wCoOlIei2Zrcoy+BMP+\/HH9VKfAmH\/fjj+qlSmKyleOnLNnCybpy1b8UvDON\/zfpdX\/AKwaqhZZXPwnG\/Aq6OG4jhvk\/wDlVwjKLZSvyiFbIh1\/3xx\/VSskDlC2ZybVjNDkWyScekm1VTh6zcvoSfXWaLl7NfavPNf5R0PnfuX3E1ezS1XsQ743uWT\/AKN+kbRKuUr6U1G77MjRm6jWS4ZNXcrscOBXIdV3fD2dezbsqEetOMYspQ6e7DJMvmRF9\/3cX9K1eimuf\/gsp\/168v26\/wCCuvOq9lHGUfpfznnrZS8+p8qOqj\/7I0j\/AMFnf7cH3X\/8K14OeyuYHEeWxm14PBhMfrA5ITwq8\/t1\/wAF+Vf+Iobvr7WHVPwVo5fj8lytrzsfzjTxg5z+3BXn\/wBkyQ\/Z+YTfQ8esD7r\/APhq4701\/wAFdV6iNNfLe5XTXhfwFIy0JDJcsVB2eId2sjwg5vF3U34t1q5F0Qe9enX7YfZcns1ZS4mNg4cDr4Pt0cuVcuNhcW7rshHqLmVdo39CVlOxc\/2suqpI8N6M+JmrZe3RGcV8p7umeH4j+yryZHGUK1r\/AEn+17Mdla\/1Pleao9gMgZy5onvqGhJNy0+fRwDSri27Ml7PZfubDBSWBzw7d1oZwFOgXwWrv8Cf9y7llP8AX4KvX4FPteD4KU\/GKzTGUfl+btrlKzHP+zfdfF8F8GZTivmOIBrX3JdnK64lo5ePYSSRo0bK5cHRwDRE58v+mtXr4H\/+Syn+vwVewbJevP8A4LKf6\/BVsbRZKV1g\/wCzNeverqF7ldcS1bcSqcSH57arC\/gPDfvxx\/VSpTDZT75YyZSf\/wBO4rx+B\/8A5LKf6\/BUjKJKVmGSOTr+Ile5XzJ02ktQebq5D7b0NZbdvZrlYKZi4hZdjNOZA72MwpFYDYUSQZ8njVeKEHVRctcQ9Rr7NVr2+Cv\/AJLKedf6+aqtl2E5M+ezPwnc8KmnEyBzH4fq7vtfutZGUW6ZSr+rGv8Asw3p\/wABkvk3E\/KA1TRHZ0um4oltNQsJJOmzriE13wdDa+e+a+urv3Oy9zr8Y\/yq8e6IX3Ovxj\/KpG0XzM1Xzh7MV6pj4VY84F9yvwaVQPOz1dLN26ZPISTRy12OITiA8t0uz+d5Vd+7WfudfjNO52X\/AIr8Y\/yq2MotmtVmc9ne52Py2Ck2\/wB9wGrULKMjxpJvmjR4raC2O8lVyHobtZd3az9zr8Zp3Oy9zr8Y\/wAqkbRZMVWD\/rbtfOPlHmnyjqp\/7Ve4zIGcm4ltMw8LJuWjnwMjgGntf\/wrV9LGsvc6\/GP8qvLuhl\/8rn8Y\/wAqkZRcpmtypv8AswXtwfF\/BiU093Egqgd5ATjOWbwryFk2jl56BHDgCa1fSxrL\/wAV+MU7tZ+51+M0jKLrM1Vte9m+64po5evbalGnCtnDnzhwBPRV6D7MN7411a2zKO1\/8O5AtV3c7L3Ovxj\/ACqBaMmenBvJNtxX73cVkbRJiqweSy1axT11EyHFt3bZeYVch11qrlco8duSjmEmUdNpJo5A2cN+IDy3ay3udl7nX4x\/lU7tY+5z+Mf5VIyi5TNZh81lc1tp2jJ86OrhMIjojdwE6aL96rX8B4b9+Of6EqRCxzL3Ofxinc7L3Ovxj\/KrYyiTNZHvwJh\/344\/qpT4Ew\/78cf1UqQu52XudfjH+VTudl7nX4x\/lVkZRbK1+Ue\/AmH\/AH44\/qpT4Ew\/78cf1UqQu52XudfjH+VTudl7nX4x\/lUjKJK1+Ue\/AmH\/AH44\/qpT4Ew\/78cf1UqQu52XudfjH+VTudl7nX4x\/lUjKJK1+Ue\/AmH\/AH44\/qpT4Ew\/78cf1UqQu52XudfjH+VTudl7nX4x\/lUjKJK1+Ue\/AmH\/AH44\/qpT4Ew\/78cf1UqQu52XudfjH+VTudl7nX4x\/lUjKJK1+Ue\/AmH\/AH44\/qpT4Ew\/78cf1UqQgwTN2vBojn8Yr2La7Pi+C854n+PpGUWytblG\/wACYf8Afjj+qlPgTD\/vxx\/VSpHd22yZ+p1+MAo7ttky+WMnX4x\/lVsZRZK1+Uc\/AuI\/fjj+qlPgXEfvxx\/VSphicse+HfBMuKqkNYjJm64J5xTZzXaGouc58fKMS5atMLZs\/TiuHc+viAapVdbGU2O75fuWFRxxOmnnLgIOWu36\/pqUZrKb4NcN3zxTXiqzbLnsv3Pf0Slz2zMI0Ry4PGNkcOVAeQcbXog7Qvztca2MpUaf1HpoZSrXqfT+bWH4Ew\/78cf1Uq7S+UuO3Wca8msDlskoDimvnAes3+cSpG+AbLi+C864n5Nw9Hdh8H8t70a\/yiuumH0cpr4uW8a\/qYubSJr+ubbOn8lPWKQHYIv64rpmbOZ5hQLZzBKiHcI3Pz18K6nYsS68vDyVqDspF1z0zBXTxRPzi14LTKXlelVqfP8Aw0dbrEWdGrTp\/wDRqtJfqbWdEv8ALMybQXlr8nN4\/Oej8atTX9S6zoZuuOY5r2y3ce9G5v8A8VdM9F99NF99eGbvOVWDtOHNIX6mPnKye98NM54Nq7\/fDbCcHL5rlVZ8W52j\/wD9wEb\/AG76ukOn0rT61r5mLvlsRaObBv1MvPV58rzzjMX3le15fFe50\/wyQf8A\/NrpZr9K01+\/XOWuOWxFpw5p\/FiZ6fwzwX9L2nxYmen8M8F\/S9rpZr9+mv36S1xyRFo5mg\/Uus5mn\/6zQn14HFYfmD2H7nytkrVibxz+jmrm8JkMHDJw706uZAvsukLQOtdYtfv1+eThrdMtXIi1chsxex7mdlhOdz3nmR5Ediahc\/CAQHp4pqpTbW07MEZiNF5bu6UQg\/dfS1YT9m252LiQxPswnLVYzvtWx3KBbgkMMS\/RhJKExnWgkGVQ6cVtC6v8btdV7uyVyrzFnm1zXdZrSSlGwQN1cEwrqdsI28IBkRdCiQuhNsmqa89KxSL7MGVLIM4svBEnDzb+UkzuXBzYSixPJZZPQO0qbSoZAaFHoReGBzVRpp20y1b9SJtXMFjkbNSsYrmIvSdk27SGNOSPd0fvowbjfOWKbq8VzLxUaYXR3gpzLvbSKWq3HkBc2KAhLmtvMRxNd\/IyVs3YOAuE86lBRWm6F0ouZjadItdVWmSWTsS0kGTWz4tqCVb8I46npwcWV161\/fTwxf40uvrSvFchsnDxPc+Ky2\/De\/iD7\/y7j97c3d3d4zq7uu7u89a3TL1iItHN2wex1emYcxIQVvZztsLuDbmcy6Omx04HafumCCL913WTxfwVYOxyAvJ82he6brnDpPHhFhlxNggRxHypCiZPw7jr5KpgabRdovMOok8a6x5c5Vw2W8jeU41e4pGSvib76fuMQQhXTaEEIenpqMYw8vfqRfXVPCZDZRW7ixpFWFHNlwumLgHk4SKgEaFUrMYtV6IglxkUQhqgh+UumHnpWS9YiLRzPvXso5mWLeqWYmYDuUd4n8JHv37duiMWJ5V3wjMZSmNu+tPRCL486xqIySuW8rgj7Zh73cSTpxdALaRG\/BH2d5q5dcUUoXRelss3nSXqi2fRa9Fer1zZPZZ3Vdre87gtJq7l2qM1VwqkTXE0MpmmIg00QqiLqo9fnC6VaWPZyyQimrds0sBrgVo4ZOm+BXR1UPCDMIA\/SKu0MLs4UF6LZNtKm1yTlL1iItXOfKbsc3nnn32ltZsNm\/cBwgccQ4Rx6USFCUJWpii9f8b79Kkf4sPOn+GSC\/8A5tb65dZV2Dlm0Oysa3MEY3cgbgOiHMZVwgFtBHqXEvIY0TAn0IiL66zb61r71y93yRNo5pi\/Uxs80\/8A1nhP6jihv1MDOZ58tzmhP6jiuln1rTT6VpMXfLIi0cw\/ioMzf4TLY\/FT0+KgzN\/hMtj8VPXTv+dT+dSYu+WQdq5ifFQZm\/wmWx+Knp8VBmb\/AAmWx+Knrp3\/ADqfzqTF3yQVq5ifFQZm\/wAJlsfip6fFQZm\/wmWx+Knrp3\/Op\/OpMXfJB2rmJ8VBmb\/CZbH4qenxUGZv8Jlsfip66d\/zqfzqTF3yQVq5ifFQZm\/wmWx+Knp8VBmb\/CZbH4qeunf86n86kxd8kHauYnxUGZv8Jlsfip6fFQZm\/wAJlsfip66d\/wA6n86kxd8kHauYnxUGZv8ACZbH4qev34qXM3+E22PxY9dOv51P51Ji75IK1cxfipczf4TbY\/Fj0+KlzN\/hNtj8WPXTr+dT+dSYu+SCtXMX4qXM3+E22PxY9Pipczf4TbY\/Fj106\/nU\/nUmLvkg7VzF+KlzN\/hNtj8WPT4qXM3+E22PxY9dOv51P51Ji75IO1cxfipczf4TbY\/Fj0+KlzN\/hNtj8WPXTr+dT+dSYu+SDtXMT4qDM3+Ey2PxU9PioMzf4TLY\/FT107\/nU\/nUmLvkg7VzE+KgzN\/hMtj8VPT4qDM3+Ey2PxU9dO\/51P51Ji75IO1cyB\/qVObGHxzPtj8WPX18VZm1xfHfrtWzxP8AJT10x3fpr1+taS95y2ItHM13+pc5uPOG4zNe2V4X5P5ubl\/069Xf6mLnQ8im0K8zYthWjT5OBAG0T\/pV0t+tapxvGfqdA+pU\/wDekvd8kRaOcbX9TVznZa8JmVaCaYNj5Obw\/sq8zfqZGbDz5bmZbf8AUcf+1dKaVs5ecuUFZudct+p156TLRsxl82LZeN2foEO3Nqn3+nV6tHsOdpixYnuW2c6LYatkPxQE4Vx5s4+dF7q33TTFzwqqaV++Kc6yrl7urp\/Fq60sPaUdfqUnNN1+ppZstcSO\/wBc22tVcKvPA4T0pf8A+69ydgzNyZt6NhVzXsVxGxTk7VsitzfKN0vS9FXRSdXzcP8AKAfnh1HuYUk9ZvI1WT1019P8mcfxVbMXnJRwdpS\/NKOPljTT6f7qg\/Kf93jMT\/XtFqcMf2afX\/dUH5T\/ALvGYn+vaLX3jNtdfZ70cclurbs8J0TwpRPClR9FwpSlApSlApSlApSlAqPM7IjNu4stZGJySu6Mtu73Sg7ul3wEOBuu6PdVRKMiLqLdROXJVT76SHSgijN3Lpb7sCEhZu2oq5JppJwbg6HbgVFQL9qV4QW9yRdoRf8AlWFTNh5qW2e83uVRnMakpLuFjQB2EYgjkhGoRKIPqKjsPS938TUvXhf9s2W2bmuN08TAdDYgI0YOHp02l1KTaCIipgGioqkVNE9fjztGPOiwsSSWPFLvjt410GNVy2iHhwmclLsoIJRCVDE3dR6C10Vf6AxyNZZq4srTtXL2cWR7\/B5KIoQP+5uLEhhoTdKm7s73Pd3vp3awm2bazwiH0Iyawtyxsd3y4dHRzIMdUbO5V8Y+7tF9LtGB876tna6tSwDOfLbym6fCnEiugeXvuGDgDcC9TpGKo9tsRNk3SKqF5eFejfOSznCojVJXEuJuZzw\/c73jk0xtuXC7W94vA+Cev+gIhyhhc+4STy5hHUHORkFFBYxs22fvwONGA4BF10Qv\/EV2\/am6Wu9s9KshOxziZ5hMTxbKSxQ2K4CqdsBAAAoCyHVMQu5oujTmoihLuclEUJayUWe9ouH4MODE57tdYRaP8GE+upeeFCiUaFF9Ovo\/XpV\/lcz7biGUfJIN7It5S4FtrAVqwKfYchMURd1dOQxlAVFKvL+9Qi3M6TzkhZ67Z2Gw3L3MkdowRtwIFbaNhp5pvFKIpd5D+mCFdSLqUokEleUwDPrfjMMU0uRI1rNNzNlcOAGPwHeAt4LrrcvNUN1SqXpE9FvJUpQucViXBEgnI6VVI5xsLhcP2R2KKhtzZKqGEnSLtYtCeFUctnNZ0dl9dOY0eko6aWrHOJJzH4o47d6qCCpdECUW71E9pppzT3KtBgDWC7QMMtsPWr2akn7qID3g2kTgwgbyBkJv6lEbmIS7S7WyXlpslF1lXJ8nzZmRLfA0zHwzjnHIOG4G6nbA8pudGm6Yhdp0bQSl1TXx3VXTpKJUqW2e9lYo\/Ek69cNnzVMKOANI5+4b43OEwmpmzUiNkV0QTswg6Cwbu7yUQ9dKySVzHiYiUVk8ZyfkpHhkk2I87hwm6XaQfDCGpfH6KCOZa1s8ln3Eqyl51U8m4nYQYn7fC3xOcEg27nFp82rXjNdff1ue1VnaM+0SFJhZnvsyu3GhkBiAiKvEl6rTzvd2thA9LzXkQXtd6pIHn7lW6A3TBcSKB014nC5Vi42NngOP5m2trc4TrbWuunqr3a53ZbusMjhWWet8US3euZAD6IeNzgA1E1KfEoTCQvIT1oq8ue6mmq8qCJS212i5WwPJl3co5m8Ub3c5YuHDBGzhVgCoXeF1RKqyOz4fmVLrXXlgzZtTC4uV9cci1hzyEpil1xv2Qkase\/mqMhh3tNvdjlec0X\/rbVSo7zjsRo9kId46ksLpouqt+5nqq46u15r0vOury6OvjVJgzwy2e8KuGYeYAuQcRxB454FuJF3OmYqi2xETZL0iqi8vvUGCwXwlvnKu1Ztwebk1HeD51i85boY8cj9+NriNtLtEFsqD0S9VNKsBrNz3tDL2MtC2sNzO+DhWaI4SQApwSImBRqJEQotR76BX0oha\/cqnBjmJaB7eb3Wj9y3jXL9vHCV1HmbYsR3RhiCm2UaF6pTiRNU9qmq1jcv2istGVvLdEQ\/xTjZI5ZJEjmxzmcN+pzCiD6voDf2a0GNOLLvV5l1fjB4znsMlKzAZVuveHXcogmpVRp1ejzEUSC6Xr+uyfAvO+34DEztx3PI1kpR65kG6um5zhAaaIXVpoYW15qbTpl9Enz2lSpY2alv309dwrMjxrItXUq1wActnAd5Gb4jUpRGINBlTykFqg9dvd015pVIXPrLVIEFz98SqRjpdGrpIF8nE4dkpt0SbPVFtBMTdTpaJ40Ee44LtELENZB3MzvErii27gCoD5BtKh12hF+VbuzurveG9s8qvd1Ms5lyutZtHYpNzcKttJg7bZbn4rhS7alCI2nptnXZdILXX2VZZiz0y3wNXL3vmUVs0ccM5xLDvfMV2BF8o6bPRHtGCXcLy0L4+qvyBzghpRrckhJsCxrG1m53T9xi6qbAXT8KryTX7Flu\/eIlBGc9C9otI3E6j5aeQ7pw4xORNeHOUC8MPhECJDCFtobe11L6w7uotdM2vuFzSduo17bcvLax9vvz8O0cAbhdTG41UCF18U8lHf3Lqc+e3WRyObFjQ0vih3kwfE631bG2I9w4A3VVEqqYwhqIQk3k6hVRORufSL5NPizosHDEuZjA+nHjVkqYcR28A+cb6aE6otoK7w9Al6oul9NBGx4LNyYftxyrW5HIWcywdSWFJACBM4HKh0K16vJqNpvboV8dA+23qrsw2naCW95zFZzp33fw50hthG+zp3WbTd3S+k7wUOnS+a9lvVmLDPKwnzp+wO+dNUaOFaAcKwccO45C9Cba2yL1xdNOfP11VGzbtoU9IQ\/kSbrBHtwKQrGPO5PvK5dC2dkI1JrqzL9Hj9+gjW5IXtANHU6zhD3PIxKI+xW9jBIMd5X6sIzhCGIXnwyO+8tdUTmvolFtV8XXN5uQjbG9uPDJxcJHST9JCR49i3QzYs+1VmJqXeTa8w1F1drx+drOy9oPLHBha8Lcg0YKiOHMidqcLcLfuwsj6Xa291Got7b+a51cGmdVguXzOKbyMksi7Pw\/d\/dD3iW+JED8qEotxrqjxp6VE9KL30EXZYROY089bZmM3k6dtMJGN2+Jy4b6HYCkJPUhdrkVVaHCu769BKKrrc7HPz9cC5HbZ9NY4bErjgAR2FuiYmHdPkiEEpi7QnXeHU3TCX3eiqV7vvS27DaNHVyu3nku3CtG4GrA75w5PtELtiCEZCkXaCZeSeyqgl8zrIj2auHsthQacQmLCoD+Vi2TDEUaYEHrjJvHCNBJzIpOWtBEjnB2lFdW7hfs5PvJpIRay8g2cAVkdEmv2y2Q7gtpqjDTZQqGNtFT2wilL4hhs+rcgMNyzFy3IrlvakU6kOIkG6twSCNXyyXS\/jeC\/oTZ9rUlxueVmyV1YbPHglBFVuzxN3B4h6EO8YroShLqJOFIisy8iqnq+u43Pm7YNnmdR1yTJ2Cs2zhwdwZgfCBEE2VybQqC2iFQHV2058l5eqgh5zCZ4yfD3JbjGcwcHGnbN3My4YnfaFLDlebSiL7VG7za+7fNB2au9rx2fTO67ekptzOSMdhVMJwOFA1CBujt+qEKqOiqUvCqz5FDz2xdURVNUg3nm7EWjYCZgtmyq2cyDOMTvhHEThCY7wbTDvbwt0WBClT2Xv99UkPnhZxG0csvIxvFyXJvit8h5VgvnCNUIroQUENN5dvqac009S0Ef3HbedDG8b0ewLG5MEXKyR5GP4B+3Q6yCxcWFkTqm04UZgyO8L19HkUXJMlzPt7NB5Jx8vaqKjvCwA1kHLFcP7JOKEphh0KE3v16qdJF06ui1cJjtB2Cz5RBnDtR+cGxOGp2wUbcK+NxQykF1heZF6od2q9\/nrZ7FMWJmkrJI3mFhHPDRD0qYXKGKIuzoHV1tmCo12tfXQRc+a9qDAsMRhgm8LpswOjpdGKcQvdbrZQouK2RF4xWnzvMa9UQtazaLtzNOKvKPerMTTuKbT4W7lHT4Ki7o7lVSl8lOeveO3y8dfuVSCS9IlbAcZgxCd4xyRxZUGiqDfBtbntdNvVPf4VhNs9oK25W3sFzTD2DxtHPoFtWRPcnNBbpkLwrXUSjH79UX3+GoYZKZe5rxN53VPWCWVbd69+Sa4m7lsqu5BAxgo5F3V9Q8MkgtzUOum74Cr2LAZ5vHZ8TJ9csZBtXjnDDgO\/Bx3D7sZ8rXq7vhMbXj0iC9rtKkrtM07KdM5iVbTeLHHW4n7Yv1bGRumic1EXb2zfTtKtUgM4cv3btiyxzTps5knPCNo91GnA4VyhBJtqIgkIhNDDLppptKhvRdWg+cvWFyJBvIK+2DxzjDISWAJn2IJuIYd4OuDEumu55mrfVSc9MaaqpULpGo8jEbyNtY4OzsMCgcwpSTkHMRhCxcd3rHyggF3BaL6U4f7Ws8x585ZssfkvZOUR1vhbYA9wPd8yGC4KEgxbW6Qe0ze9REVOgWv39f7Kvg8TxJp\/sYt\/EuJYV7zCEQTFMqbXoUE7ATd9FoROetBGFtxfaOZpCS80wk1kXTlk5mW7fgQAcOOAhhHKYoi\/OhkvZF\/BdGsizcjc5MU4+m7BZSirwwMTVtH7AFfORBdLslKpU2eqoU3SoUWnsS1lMPndZL52jF+dzGu8UiaOTCrY5h4f20cx4SlKMe0JHJmuJQqRU3PBKrs2c1orKeIZv3kJIyKuke7XDgVcOrWPcu1QpPAeqNMSar9FBItKi1znzlW1b43bqdkGis1KroB4l8jhjhCIRjldCUO4IQxOwEUhUQSIYa680WpSoLXN\/IW\/8AK2f58dRxmd8rhPw\/+FUjzfyFv\/K2f58dRxmd8rhPw\/8AhUEr4\/s0+v8AuqD8p\/3eMxP9e0Wpwx\/Zp9f91QflP+7xmJ\/r2i1Yxm2uuv3oh5LdW3Z4TonhSieFKj6LhSlKBSlKBSlKBSlKBSlKCPMxso7NzObsMNyYFxuIrf4cyNgHXqJoUfWEROenqTc5ePvxmd7PcI4m3dy27c0tGSr90xxcQiixcO3C7C42kTa6qdBNrit1A67YtBLtV8doFZzirMVk8l2zTvRx3h3e3kz\/AO6l2t1I3raa6+PT8dax6SvDOK24xX1oR6ybCPThY9ieHfJiOiQJnaEKZ0VD8nYxC6vvUSrveiDLF7NmWyyqTjli5dribOG0jgdbCcfvIXdMY21vITrF9EQY\/wBl4VUSeQtv3G38i5rluSUcLj14mQMI+mFTNTbW0USh29WYE02vfi9L1KiZL8zPuTMNcDHBPzUfAzXcmiQL5hoAzq0y7zsPS6ghO5LxTTaU3st6vZreefcxDrcbPvZrNQMNNu\/JSAccC+c8MxMBqgiiEYvW3k9Fu6IYPperQSibIa2GVsuYi3dTuUjTxoO8DqoOqIotCoJOfIy+rWr2yyxiGFl25ZWGXlVbWvwWMMirhVcHUPiQxSaoRSpubvjrur9+sczSuK9ICeavrdFIcM7Ygb43DdsU4AKVzzVUTXZXbT0u0bw9FWGN8zs\/vgY2uxYXD3kKLxL3K5iDA4hwkK5ddUhtook4sQBf2vv6QSK6yMs90sajo8niYNY9nGpG7yIA+BqIog7vT3VXbMXXmlfdv5GWbbli3Jl+1E5xxtytjtpHEiAAXEIotlUTZEMadP6KiY+euZ7VveuKGFKzgIONmQRLhbPfAfuJcMVDumQStUFu9VXjzlteA\/udXaSzWzbHdUo2wM5UMMrg7fC4xWy43WChmWrRNoW0u4QrQxihXdNu+m2RC6NBnpsi7OeTKPsbyS4dvK9+M2COE2GTkj8T4xRJomqldgQqqXc0Xd2tpCKlXG\/cqLazGciPNo5Q4NnnhUZgLt7qJuBMIoSLqZfSD9SL\/wBzlFdlZuZx3BdMO0VkjqLcOeGwnxw75tgfN+PfCMX0JUCUIgAXaMUWi67vpRVUz90ZuWVc99zUJ8IJSLdXA5asWSwJ36gCG0xu0dATy03cPHhQKDEohKUhR+lWgy3H2d7FDZeKyINXKNRgRAd4OCn591kixIZUXAUo0AumikRVXwVOS1a2XZ4JKjm3t93bLPpC4TvkkVanRNGDpmwbFa6qJEVF7tATpCDz+tSY9H5o5wDk41m+Yu3LXDcax\/lAgXDhw+bqZiqm1VqISB6503ejogt1N1BFSrlmq9uZcyFY2LhvMVxtmCuAGxYXqRDk6tnSAYD204XqETdMY3ok2fHlsheHWQMMB1JXNaB3LO43LpTBcOtjoKV2NybQoRKTdVU5EMpV56LuDTRfS3OzbaMS6j5mVeOnU23AqPnTVUbq4PoXrIXm6EvWX0Zk9VY7aeG7kyXv1kxwXK5ejZqkZJOcMpxJjKwDyAKRKV3uC8lNU+eQvtt2raO887ZFw6aSonUc2a3ExVwkdDvVcAAkzs7SatdCi2OoYqFLy6voS0EkReRtnRFg3Hls2eySx1x4nDiSct9lqdTmDhDiMJGohhCXpa6iEi7vV9IqqrBkDYuKLk4Zosi0ayrh648lu4VOHV022cSh1RNr1l\/jSFX11D1qZldoeItWFaPoWTdyjS2G6ue8oh8rh867pIUpS7TXkXiw7WiF9n92FUgRmYl9QOYDuPvV87e23FxyOHD9tAHAgdGozFKVFFp6VTDRQmLryFtboimoJDt7Li2bbk281HofiW3eq4VMfVE7wfcW7\/6v\/wBqxOH7PliQ6yOBcco6cy6mxODuCh8pNWxmv\/cH1i7JyopTbpi+1KXbTSjzBnr1gcyGeK2XknwruPY8PH9zuHrJ8fjtCjUg+k0xbOnUxeGu96IJdccjcxsybhnLUZu205GNowtvLMEbwBwNjvzClBPGvWHrtboWXPXpbol1oMtuzs42HeD1y8lMEli4xTI45hVcO61bNV2lIJdnQTMKbgtC8vH3ZnbWXts226lJBjhPixTfJyh1158U5Pp\/avDf01E2Y+YucsTLXW1tGEcO3TVH2GLZJAnOHE3HC8UF+hU9KTj0wttpPFeloipvV+XJemZVjykvdEqOVlIyz273fcLHHw8bHbkWYxVEPQRHIgmeoLaTq8MtBmUdkJZ0PEx0TCOplu1at9hy34nVZUHEkdbTrcT9l1THX1LoYqevlSyPZys2Tim8O7lZxzHxq\/tfHuTAO3ZgQJRbQhFEo\/Aq9VU3vutWXOF9nImTbdIaFemm8EQdzM9wOxAOByMXJq08r3lVOr82JU8SVc7Xe5mPM8JN3c1rzUdCOYZwjHCrgBo8CCdCQKYtoi+clRSlVdPDpey3TBViyEtNW549JecO2xYfKaAxGF5k4QQhK6F0v2JdApp4j5ry6i6+bvs+Wk9bYVePplyfE6SQcOHWydXLpDuiqpBFEoVRSPDr6LloLa2toWmFCzMzVLJSbOawSrGI74Vu5lWtsODozb6PtED00JuKUDPkoSoLe9MXeFtfBM288UtFzhWzXbW7Nji0B8H3p24FW3Bu9OX\/AJjvC2t3Xp7WuvOgzjF2aMqsVmfAB01kXEL5aJsHfLiXTuVIXTy9NfknL+N5614B7OljYWsQxIWTTu2TxTeJcDdmJDOUUehdoQUEHXYDzaoEnjz6pfKxW9LtzYY4pG2HLyeatmshwse\/j4A53Esm626W4LkHpGMm79G77EtZflffN6ylwTkXezJymJHIsUecEM5CBdeJVRIUghadJvroVOmpRdUu8KgyG8crGd92bjtC7pl07Bi5uDI2brxKdTpFEYRAkH1dNNr1VaCZCWgQykxS85stk\/a9qjxFRibdbGRwJdvcUqFaBJqVSprz8F0rCc2bJnsUjmhN2livNJJMvzOYZG0xKHB3uUb7kFqMu1u+h6Yua9LT1V73Vd+cMVOyLBkjtwkc4O2azCx7jCE7dSQxfAQiiTk8ei3dkunCfQagkRllZAsj4HslMTUi5UzFwdy8crjIYzUpTB9WiIhDF6Y0ROdWqbyGs24bxd5hOXklhlHePEuHCEwMOwvAlYdI21uom0bEu1u7W7z018bPdF45sLllbspbbB23l3FuvZJ8FxAricq5CwUoRK13dRKQ3stVXltclrH7kzEz9hJZ1CsIVD4GZz4Wz9xDPUwvj8LGFCJNkRekpnjwX4H0vSNQSGzyWtqMy+Bl\/GvZFszayIpludvhC3KBwN0jvcEIYdnB1demgtOappVcTK6DcJjW4JqZnXeJujZTuVBhOoeIQ3iEQ\/aJ\/wAqjllf2csxdLqHZRzsEa6kUBvnt86KyAkgQRfZIHXaRPExfnfuNVFoZjZrvL9t2GuWOPiavApxWFvDmboJeFKTdNvchD3Q6IUZi8yoHa9tQfsB2dsONZOPvKYxnjcMeCCh2DBDBbsGoRPxJiF5a8kUEkokEu7ptJqUvJBZSzyOtRneTy9cLqQLKPHgXHlExhXycIS7iYdzaQpk8pPAuIm0nSCoR\/sawLvTOhrdT17HS049wRrmc6B4g3Dmw96NlZNk9\/mm6m79NU7W+c1Zi7kA9SfjodnMRbrDi+D5wag490EzYqbWm3psprul5dXwoJraZewbO2HVnYDuEjXMcsaoVNzCDqeC\/eLp9SVSXLl8zuhnGoeWkI1xFhUDd8yNh4jZINBkHqQap+z0TnprqiLyqM7ux5rY80ZANs3LNN2zeRwuG4O5zOG6N0hnXLXTa6jwP9P0lFVuFmbn4+l5Jn3Dhi14ZeGAkM+OrfXhdoyKgtovpjdLe\/MloJexZUWctjSOWiMES25QB27htromhU57fu8VrHYnICx4fu3EmJ\/vwLvE\/j3QFC34ZyVRIQggtRiCNdoWyqoJOkQqe2NuWnLq7c05DMmStq8GSd2NePbqmGOcAXonENq63Nra6wtSqm79AvRFSrFFX7nLcF2OolkxeAjXUgHrubfN5kDi3QjC5i2ddlA+2L877VAoGQWl2acubTet38WGQwPGWwmHyjA10C2fNRYtRjTdJsyTvUpNSl5bqrXrL5BxE3LtMDSalYmKWJfRkm3AfQ75uYLJttbvsx7TLDr7TXFyUelU+Ut+5sXE7nh3hCbGNswRzhaqwcA4B9vOUxNlKUIxG0QQeYil8ULqgjBWsQcX7n5AQzSZlI9xJHUG44AC0nC4kXHAuX\/oUKmqifiEAQ95PSoFSqVd2gz8HZ4y6Ldze9EZue8W7rE4RcWAKbyo\/cvw9TZ3QoIzwyptKPykxbZVKiVernyljb8tOFtW8ZqReYo0ChcPg49k79SMSNDqX+MGYuvuWotjMws+3ayeIbN3w0C3l3LZUgHCpLq1FFlaC3VEJNSq7eC6Qeqol2fRrrJGW933pcVx3TC3GybN2lsu+7EcIFU4hxukNufe4Mscv8aQyezoLXdvZwy0vmZeXRMxbzDJO3Z3BzeQDVUM2YtDDRSDXa1FGs+qPQybeoipUxUpQWub+Qt\/5Wz\/AD46jjM75XCfh\/8ACqR5v5C3\/lbP8+Oo4zO+Vwn4f\/CoJXx\/Zp9f91QflP8Au8Zif69otThj+zT6\/wC6oPyo\/d4zE\/17RasYzbXX2e9EPJbq27PCdE8KUTwpUfRcKUpQKUpQKUpQKUpQKUpQWSVuaCh1XBMTDBguFsZ3q4OgU2ArgQxNV5eQilDr\/GJVvfXvYGJ8lry9ywaOJFDN8LBw9ChnG2hd5NrXVUTYNry9mT3LVnzTyghc22kdH3G7cNmjV2uJ0BsvJ+3Ua6tTfc95AmX6WwqxJh2f1AxaRfw3dumjnDHvJhHDDCrl\/ItXXFcUhfAW66XdMNB6e7aoL5b+YuRlvt4e2bCuazmzeccrwDSFctETEvU3SoMWiaaANqRNU1GvuWr+8zSsBjaR7+xXjFntxq5C1O\/auQmbIYphiw9RF09IXCn1\/VWHlyMxoRpGMrmGCGUYkdNu6Am3zCjlYIqbuoRD2VwooVEROnr6yItTBZPSsHYM1Z7m\/XT13IyWGTbOTtjGCw28QlGEIilITZ1Cmot7xIXa2hbQhBfo3OTLKUjJF9gvuDbtog2IEiriRCFWKoUgUQvPpKpRKnOqqIzDsK8nU1DxFyxcn3WybuZDDvCMFGroW6Ei8+Yij1XXwVP6axSWyOI6ahWFu53GuG2M\/NQFRCoV8R2q4lCYRvEyp0Si5\/R0q9LZyWw27a8rZmO5FkY+Ut9tA6HjhYseFBiIPcXy+iRFGTmNRafseeutBd7XunJi3o2NaWbctoRkZLujN49vHuWbdu+coXbLsoPkUu7yXT1rVxuy4csJCBK1vOXto8K4xAxGwyTkPDmXd0FruLovVFy115j+isDZZCTTRo4YPswXLnFKNytJbcbuC4sbFceuy0IZyUweXzhTekXlyFtXGFySJC3EwmHV4cUCMcgxMGysdryWwuLRN0m7qUvnadXknSF06C+tcw8rLce2rYUJMwiHndptCxse4D8l4UhREEEa\/J9oGLRU5aaVTlz5ynZ3Xhsp7ekW3f7z1onEOxBFxLThd9rqq+lTjQ9PxrHrRyKS0Ja2+Bu5MUXAvwSatlYdZy\/FDd0ou9u+SMOwg1UW1qhUTqLrpXvcGRXwll7kfuLkT9vYeZigYeBXzbDIiYCL+z3Op\/s5F9S9X6KCRoy6bYmJSQg4q54uRkopcOF+2bPQlOBfuo0XUf16VZy5s5YpGYpr9ci2Fjm7jg1drLA2d\/b3Nrd3NNza5+P01YLEyUZ2VdUncYp5054njlYtyq41bo8dK6N6UxBJ1VReiIS6el3V0VMO\/wCzI8+CZ7ZZZmO2zTE3M0Ru1bOAAA3UO10RI66RNPZ\/I\/8AwlBLDrNTLZlLJCPswbZbyCn4XhTS4MLhHHzW2q661Xxt1WxMvX0RE3PGSLuJXR+3bvBGMBV+dwovT+8tR4XINguJMWC5XOJFjrji1VAp4SzpqYq+Ps1Zpp9+q7LrJkNkXBITCXK5kAOOIAxbmxnVG4Cl3S4esUniVdemgk+igvNm5r5f5jW1H3La13xjtrJgAuHDich3xKYW8gijTXyS7a+j09S\/fqri8x7Cnmdxu2NxRrhpbB+Gl3KOE2W68KJz1CeGmyYSqtRhBdnJ\/braDxML+RJC346LgWB8UP0lYRzN+1BuCQvM2skcil9Fqguly55LH5QSMRa9xWixvJ4Dv1WfDOdlcJWyhj2zTx3eaKjXntbZP2fIiL1aDIsObeWiAA6TMa2lwuQHcNl72BoYANzeKnPmg0EbcVNUTaXXTTSroW+rIbW\/8MMV4QqQqKi94K\/Fwuuvkel108fpqLx9nBljt+ZhnV5OnLqSIBzxC4jogHAX\/Hi8Dbu0hl05l3dtNN71pecOSxMOWSWZ8JkWT440nikStjr5LgpVKqovE8WPn7Tit77rz0oMtb5j2G9kMcU0vyDO6agR0ZukgFTcPtIVS4k19HtFEXykTTRasUvmBlTcuGHZOiRdyNpRyB1HOGyBet+IE7CIREXXkQZjB5pzTWo0D2ZJeT+Edt3reBzwTuQC7jnLYCI\/M5W2m0PicnLronLi+lt8+ku7om1WUtOzi0Rl+3NyHcvHTniJE7cRvOV3GvhulKb0bIKdUpaDLZTOrKeHtdxeD3MW2e5WamFicN5UHk74hKVQIu4ibu2mu14\/01W3bmXZdjRraYueZbRvFJq3CdwiHcLy9CPxL6T1fRUatuzfJs4Vw1b37hSUdxx4PE\/MwcOfJjiiELa2jOiLu6BTq7m19xrK72ymf3VjAjW50YIsT3M9Xu9DKVspBFXb1XpE6Pinv5pqglGFC+7RuW8TmJHZZlkuJm5R2Fs1a4HTP05VdKmq73zTIxvDw0w8ylEJcva5o5aPW8c4ZZgWy4byh1bMMWGXDo5OPxEFdequqepawO4OzZC3J5rKXHIqNzvodBKiL5Jm0wHFp9UyX+ySqMHZpZu46bY3Jdzp2s7b83BvzhQ3yeRE1CijIYpjeWITLROr7RaCQ0zVyvUMc+XMa10byzlGzBz3uDzg66JtBXXQq9RPDX7NPelUdsZv5fXhLuIm27kC4dAdmbLpiREM4C4dhKEfPqkRY154eAx6+Gq1heHs3tkaTTyWuQrmUnoiainTsAC4dUkBR4t3rFMXpijQp1Sl1+hNB1Sz2QU0kfM4Ie4HQpOclgK2etdG7iIbElH7o5UKu5ukQUm8F4J4p4cy0Em3Zf8AA2jaAbyxYzyDB2di0ZYo7aNicmfOhNWm0uqDVCFOLnrpz1r7b5iW2N3Fx1xuA23NSvJhDy0i2R84T1qMQjE3fq1qgvHLCIviyG9i3Jwh4wEuxkdjgU2VbtJAToLbb8NNAiH971eqrBKZMRI5xq4ttw3goQqxeF5EtowS4dI6QI\/Zq2X7EHXMVSooyaovLaXq0GXizJy\/c2p8NWt+Qa26hdhZfDJBVlqhdvRDa7Xj9NeuO\/bNRod2t5waNm2LVw444WiJwvFc1109DoX+K5+FYa6yMaYcr7LsKGuY7Q9hAZYYh\/iwmRdWrTG0RS4AlCVUURS8hFGuq+OiaLYsHZyRriHJRF7OGkmtvBtvEVGeLXgBIMiabZUKheLRS7gyp0iqLxQRhBIWLNzKkjVu7\/XJtnCCR3kbmxS4EwuNrHtl2l3Oei8v2PhRc1ctcfDhaX3CuTvWiyUe3bSASnft9ohN0I0XUnIJvD5paw2F7PjJo0wo9uZw5fLJs5IxtpdFxBlByCIqlKU3Mgdv0q\/8qtwOz\/N47jmwvblarbkijQ\/k4WSq9cOBST+Q5l3dBD3XQdfFSbSom1rzCTbev2z7kfdzxdzRzmRxNQyGKORwLjW4CDGqKUSc8Pphc1+cRPdr9yd9wUDKOImacuWGFowWTcSLpuoGLcCLp1XS9JF1+mo5t\/It7Z8q4nbeu\/Edw1A4WObSDdwogvyiGMpiIhdpRKia6BCJfVu1Il\/Wv8MbeWGV5hbHwumUk2cIHfUDho6E6Fi2+W5gQoR8qCjeZsZZNEbYsd+W6iPGKyLf9sQricNh4Ck3Q6L1U6Jl5eoRF9VVVtX\/AAl1gcv4fAZYwLYEiCSPh8yctyj3UKIvrREVdfdWAPMiJ2YuBvNXFmQ7d6OEdOGwGHDgVxtlEuyLdUIhaGVU3RGN6lMSs3JZ793lh8A\/hIRs7xQ3c\/e0e3RMYF2NrfEIu4mv31X7\/roP39eDKlW4Xa5l2xwztxhbNzd8A8lwddvpiXc5r1g8k+cw++vRlmNZstex7BiplnIzbRud05bt3CGVqgSCGqF09ETUycvv1F7fsuN0+FZZa83Lt7dcPMxLoqCXyQd4MItriKimIUq6JDiXqFKq+Xp6uWZ2zli+ty68dyJcW+BqGUBHNu70CoUfvBOjKUiLqZVLhXT0XL1KupKCohs47Cl5lvbfffcso9bNzt4+aTgHJ0KYwumIqoVSdAvLT1j99ekjnTlmywAVjeMZLOnL40WBvHuRODGkBNSOla9NV0JtBLyr4uvKxndk9ITb2YcNleYrb1woJOSxMqV+LT+MUyiX6NfXyrCbX7ObuEnIi4H19upOTinDHDq5AZUKJq0lGyKqEOVdSDkieCoJFGioL2dBKkhftsxEC3uK5JxrbLVz4LMuBMf6VLVlbX3k3Z5JGFbXbZ8MrN8qyLbj24Nhy7Uh+pg1TQhVQxOaar1V9S14Zo5cSGYsU2jmd0OYfC2UyHUOIybwCC2lTpFEvgi4k11FrrqItYlP9nRu6iGrRhdTxs6a8dq4UJkQzZ2IIjiUQSi56BEqerlooyUE6UqlaMcDJoBo2VNG4UAn1In\/ALVVUFrm\/kLf+Vs\/z46jjM75XCfh\/wDCqR5v5C3\/AJWz\/PjqOMzvlcJ+H\/wqCV8f2afX\/dUIZU\/u35if+r\/EWpvx\/Zp9f91QhlT+7fmJ\/wCr\/EWqmN2111+9EPI7u17PCc6UpUvRcKUpQKUpQKUpQKUpQKUpQRRnDmc4y6Gw2XltNOLC\/ccTPSHDBRWokLt6r4qRP6ERSaLppWHzPaDuOFj3Mm5h4OKaphm3LZZhwdvokco\/NCrp8qLveHq2i6btTi6gIh3KNJd22wuHcWpVb4vWLd8f+SVXkA1Txaov1UGvj3tGXOyeNMBoSCA0k5GbasnDlydOAwR062iSldctPF4htEXD6La16u6Oui+0fgkCK0fMots6RywattJH5chZZ8wM5a\/OiUTPeF79xNamjjoXvLuXy23FcPv7GnsNdNf6a+GruHeOztmSN8TmJxcK4wp\/u+oxE8j+hQrQQgy7QdypFxhJhpaEG5ko0E2h5KROBiBuVgrrhN5Rcy9E3Px2QmNtdJQ14te0nMvpl+0W2oyMTBInjEcSMiFFjtmUDH7joSG3tC728JFCLnoL2iFqa7muC3rajccvcqYAMAKdy4PiDuhbYAhxlUxF0\/YIghKuv06V7xkjDz7I7mJxt3QeJcNTrh59YJiBMNdfcURRr95aCF8WZ13Y8uLHuZnccTxM5cD9pIOfK3gGb7UmoUCRPUpQg2vqTnrVnmO0VeFpQLVpMwkA6ktji1kO8EBH4lSPE7QSlNtdUu8Xn47QSm2vY1sLMvISGinU1MEbtYyOCrlw4OqIEARIpFJ9Wmv1V8FkYbFLNraeY22KQcgPItwcuYQmEik+pSh\/poI1zAzdd2JOWfDcCAALgxixOUO6TEcOIrpsJBIIfVX0\/pBiMiKiIXZQiGrAoPtP3RcEw0hIeMt14eVVg6buVdG4cDd1GTLtEUWm7\/8AB9NS7KqjnmIai6uzRQ1bHT+IinUazdK3buJR0rVhrpqc6CMZUTT17QSk+pfXQa+ynaivKIilI+sqMR4rc0kqrI7Dfh0YMXfCoU21oXz5RbvubFLtexqR85b2d23l8lxW3NRke6S4oONcuXRRbDdDTLRqcRV9+2Uw6zxm9h5d88ZtOHcrEuUbOERE6B9kRUT+yMJfrr4alhcD13CMeGG4REfuW6ImuhiF0Lj5e0URfH5taCHYTtEpMlWLVpBtZN2di0j0WQRePQ0q+YcUD50K8FxQtPEJE91WC8s4r\/bdnGy8wYi5YRJKds57KOHWofOZHuB08Ds+y03g7vu0F7q2DK7hmDqMauOGbuHeLE0YoqaKq7alUafgwqv4OrlwbT96p\/RQa73R2jrqtGcc2y\/s9id1GOHuI5wyGAInm0FgUIA7pBJul7yTnqvofRdXpZ7ambJ5t5dmCQgUjUs1TAmDYjIvnAimXyNPV5qjR1z9k+DUlEHhX\/dEWsMhcVk2NJYbWFI4QSk\/IK5ULl8Yzpw4KIpURSEVSYtAtDIPwTbaqNERBIiBE0X2kLjmG0riZWxGybmEwPZB0jZz6duCPau0GEYd1UKTe2k3FT1r4rtVkls5yS0vlxdt890QyubZ12sLebArZ15qIyal3doOm9p1Dc00Ku0hE0mcLdq0TzRoifeSg2TTheCRqnD6eC+FBrlE9ph66kwMcTeBcJgSKwmYNjGR+\/O7mX0efhRfclZb3LcTkVN3RN5bWDtE3heFvR0014aER2Di0Rg4A4RFKwcm4X2vVCoArz2t3d9FWwVvNrOmHrq9LbwNnLjGqQThyBf+HunQtr8EYztPvqte1uy9u3E3xSVvcK5bONlxgcgF0XO8JCIUZNNC6jLrrQQnF9pScmJF1H91QcZq\/VridP5ACCiF4l0HV+Le3U9Btey6\/Sqvb5vz0dkzYV0PZi1sL6543Ccss+f6MP8AZ5HXTJ7Xc2OSoqclUunJBLOvAsut5qDzj5R\/\/l9+rW4m4PyZLCQmA6QenHAQO6oNRIX82v8AzoNYp7NHNaVS2kh7vSNwu1iWznzdvvGcOn8C1KbmL1CkjeHrL\/FVlNo9pC8r7dwjFpaEUzLcBWI\/JdSCb8epmsoUoiiF1d0XdunPa9KX5pddkNpKtcK6hpZiCYh8bZw1eecYXGFETe+6JQQDaHaNvC+u4mcNZsG0c3Qdlhb8RJb\/AACnYSbtRmELqKUSxm1zQXpfuS62a2O0NeEtNyVwOu7kgmrVZpIhF0xNY5Y+3HZ903tShFJSRU09Ly9SVsu2cwx3J2bYjbiGrpMDhA+IjqJMaa\/Ttqn9NUtx2xDXHDOoaXj1ICRb8M5QDgoMRg6L090SoTTT3L76CxWlcC5h2Zjd4HqRjh3rphYOE4hkAuhWmIiY+Yiq2xBLiGqclJ4aLrUKR2ZWZdp2\/adzPLpx3EB1l7OXhMBl0AiuMTTHGJth2hCQfI5vFFTUlbTDGmFKsMxdVuwD1uympds2cuR6tg4uW91RC\/Y\/hThT75R0EQWxng6eZmxVhumAMTWRkXzbCUzjCc++JzKJptC6odO7VXqi2vFN7dFob1lM7X1tX40tV8EPdzq4O61cunKK4XEZ2JqEYhCTe8TekQRU9RShTq1OOw004vhk8r73OqQOOGdShmWHE3xSDTDvrh0TdChUXn9GtBE8pnYkfnLA5atWzB42k5lYU6K48hw2P3UaQQmhdEKmgUTQSF9IiqVF6VW64c\/piJuS4Ydg1tqRdQ8ieObx+GQ89Dthal4p3rrsi1eIPl6yA+eXanTh2nE8XwqcRp46c6oo2ChoVzIPGDLC3PKOeJcrrpvG08aDX67s\/bjbt3TLE6teMdM5nhXK8Ro4Y8JKtWpTOxF9E1dCOvV8QiKFeru9KiN2i7lZ3Gqo0inDR5iZRoHDVwFGADq5nd9+pSqLpl7rAJB7vIpdE3fEuzmw1\/en\/KqEjiEV58HNW3EcPv8AD7PsNdPD79Br+17SF\/SkO4mo6y4Nm1aBxYlauJDfOqjgW0svVF0tNT8L\/wBb7jWT5m5sTFjXpCjZvIPC2dQJ5Tud+6QDl+dHbUey019KRd7TT5xQp7Wpt2krzKGg12j+0pNTDnEzww8HF4XT8bZZB8\/AgohVK7F5+JDIXXzPa57XWKgvHnXyXtQPGUkuDA0to7bFHHdcS2kdQYVCzC6MZCG2iEEm6i6IHTa6277KthuAZ9fzMHnfp+XpuXrr72Gv70\/5UEDynaK2brjGrNtGGhnUyscrhvIIc7hVeiZi2xB63pTJ4CKPloVQou7XhbWe90XzlPeNzx0PHRchF2xhm2StnYZAIDmaGKgiiERVXaUOH1puoXXbTTnPnAM+h5mDzT0HL0PL1V6iDQa44s9b0tqKmpqRJBzEfhcGSPxNz7OuEQmpVLvL0uG6xl19QhaqVdVQcrZU3k9vi2sUu9Zt252r95HJwrwLgJ9kyi3OiUqYUVU9Gq9Pmi+CVmwwNV8GqJ9VegwYW+HyW+HkvqWg+6UpQWub+Qt\/5Wz\/AD46jjM75XCfh\/8ACqSJ75OD+UA\/PDqN8zvlcJ+H\/wAKglfH9mn1\/wB1QhlT+7fmJ\/6v8Ram\/H9mn1\/3VCGVP7t+Yn\/q\/wARaqY3bXXX70Q8ju7Xs8JzpSlS9FwpSlApSlApSlApSsCzGzYh8uJS0oeWiZx2a85kMExxR7BThAcvgR0uqbQufj9H9AZ7Stbe0v2pmmRt7WjbTYsFiAqJOXQr9xodtD8UJpqFPWVVOY3P2LB17q87y7Y0NaLqdBiyyuF01g21xO1cN3DNEM3hOF4wial5fLA7Xv8Ao8KCRM8cn0zciUYYsUYit42Vat8T9qhsIHLprtCconvGqrWDT3ZxO9mJLDbkVbTaMcnOsYHZRv8ABnEUTZFfMA4RKiOkKExfZcyD6qdTWxOO1TMxMJdZJm38TV00kboaw0uAIXAXKRL7a2ituKGXc2ipqmotdovounrkLntY28ylHDR1l5Oq24iZbx50MBUOsdNNYZ1+wUuo9HbxFRV9kmv0IFukOzZMvlktnDbQkVy34nTTS5Np0Qu7I7rUod3r6+iN1RePNNrNrZyal4rL64rOczbfiZNuHu9ymHXgThaCEEn4IoUVNPdUfX12sJCEcH+CtpFliAfycYsedA4cLhwzuRjDFMjndXyU8912trVeSKo6knLvPaIzFvOSsJlbcmCSgQvVmuIUWjAwpArQAi810V0gTGFp4iTXlryCN3XZSuh7AuoT4ZRyeSr7C38luXQHGQ8oF4b37pZCYMb+JGJOa1JWPJzA\/tyMty41jZGOa3jLXG5buWyOAnA6dvyhFtry5cYL6OktSxSg1addk6beW+5th0e2nXEw6xffTgBzPuG7g7q4D+S73nXpfwW71qzHNDJWWzBW28LOGtZjhi7ekIXChUVUgXDsrFRO49dn0zXg1UXol12uYqnSlBCeVmT8xY16z90u5VufvIj1EcCRMJ5BSu1ciI6QQRKqhTUabhS67pdFEi7VRxG9lu6GrqNkJiNsmcRpJMpF1ByTfDhYPziYzDQzhdpr6UqSQcWhRFVEbcylXq1tnSg1ef8AZeu\/BjjUxXs2k+BQAVcyC6HQ4mjEPeA+kUvE+ZL6Ioi9T01ZjmFkw9u2\/wA17hhbZlEcx0a0cMZhV8h+jRw+IjUybRekvGIZF0XQrUXTXxHOFKCEbryWmbiyxt2wW1zNWjqKA9RT7PQTeYugYRCTx2hodBInzXLxrEHHZvuTC2gWWlsNRxcisoEXDt1wxx+KalThF4H17OvR4XqkXXdrZ2lBr+17MDBisfItRQWGQZrFvOJWPwobjwyfFHda\/OFF0\/fr9HKrjemQzC781mt4TULbLiGwGYHkWxmyGPIcK0lBIMqKNdznIiIiL8zpU30oNcssezpc1h3vbdxy9xgk1jW7FHUjp1zoGEEwVr6Pd2t4PE9Qyi1VOju9aqPMDstubgw8dGPoRHTl\/cTySRW3k8R3g73Wbve2il4loLQQtpRF6pdowdeezNKDWt12cLjdXZGyaS8LjbtZc8pxCtkQ48Jp53IGEiqLc6onezohh6al13das8V2WLmgbEjrbx\/BJ4jOIxRgG7nCbgY8\/AMWoZUKILVXQeDMRNEEq8UXqi8a2spQa1S\/Zmfv2LzHHLBHcSbmdcP1cYdnvdXU82kGe+TaLuoEITC6oyi6mm0UXKvl72Xnzu30a4nsDguFGvdqyII5G6q37hLHo16Q+Qd026qabXTTpJ4VsvSggvKjK2ct++H96SULFw2EkjdHlcMq8bLYXcrvBO605LtCEm0mpdUKvotNFxcnZluRYzgGXwYbcO4Cp2zdcKAn0DxHVkN5qUW75wnsS+i+lNrZylBrEbsrPnrE0QjmNapMIyaz8iDfR\/IR\/d4mrxopF\/ZIvmbRRF3OWi6\/T6t+zbemO4IO5py7Y5zKYgM3ElINugaOkEdu3Twseu1u7RuM2dN4XSH1d5OlWzFKDWG2uysNlb4Ia9PgzItsHi1UCHA4ccA5aq72kEISFKh0XmEpemmpi+rL7\/yMd328tGQfFhHfcdvngn+F+38pHKGdxhir4etI0o\/\/AKn6Fqb6UGtROzRMsr3jJeIlI8MZGSPEN2ODBsJEg76cP\/NEQWqbwnGybbKHTYGq7qJtVds0Oz6mZN0zMw2HCNA3A2j4+RPw+JDP49Ru2sk0LiGielaO+kTd1Qog6poKp\/pQa4AyCuoLqNmJ+ct+em14JHcy6AbfjnAX5DKVgnjuFCoGqrui0RqFV3U6VXXNXIKXvq9sVwwlxhjWyYglVrgU6aOjDRi9daiVNSrFKog+oRUEWp6pQa0vOzOs5JvRyrG28MSr\/iZDDwyKtyh75ayAUkRKPRVCIJmovSpoYq9JF2qp3\/Zql3rWY24Wz1xOV5utdosuvFEc8U63WpQ7qKb7EonQtUXlzTa2epQYpl7FTVuWhG27cjiPcOYti1aK5ZN+HC5UTcSFKgk9Eil3dB+pNKyulKBSlKBSlKBSlKBSlKC1zfyFv\/K2f58dRxmd8rhPw\/8AhVI838hb\/wArZ\/nx1HGZ3yuE\/D\/4VBK+P7NPr\/uqD8qP3eMxP9e0Wpwx\/Zp9f91QflR+7xmJ\/r2i1Yxm2uvs96IeS3Vt2eE6J4UonhSo+i4UpSgUpSgUpSgUpSgx15Z9sPXEy7eW9FuTT7DDFyuMzRMXHNhoXyQl5LuDTfN015dUnjqtWw2VGWTxrwzqwYFQY2z1nscAHTh3aj4wemngXZDu+\/bSs1qPs5LYzAvrL6VtfLPMDFZNyuVBwk6jFHCttDDIXQSrz1FhxD1VfaUHm7yoyYYupK431g2g1dSamav3LhgDy3CPCi3RFIvNd0qB8fFUHy5aVisd2VMrGuYNxX9NN1m3dztXsc7jZCOj+BVu6KIphYtpqMrpFUAvlRTeC1W5t5b3NmBb9vWTjlo3FF4vOLgfv2mJwJ8oQqIQdkRhFTUxUdIRC9JWqeOvLFsGVucU88jD3dctwcSsjw8z3bcDhi2cR4oUot0Igl6O7I7JfnUTTwTdoJBx5QZJJEnh8NgWisWqnauG3dzfY0OYJjCVPJ9oYICePpBDXxRKq7Dyui7DlbquZpJuJCavGSSQkn7pAeVqEIwhFqIY+kIQsI0Tx9\/jyi2Fy6zjaSLh3iSTbyThxxb9z36qsHy7TVFEFtu6BLuiMXd2f\/m+dXS05euczMF043rQl0zywmOJ7\/4mWOreVdKkmB5sBclQbROszMrXUSpti6SJs7obMYJFkd8ZgB02VwBVwmDrzTki6L\/ajX+f9NfZnrFpjb4HTpAq5xbAEXF6VfVpWrIsvM5IgTe8b4n3jWSi4UyYZAM6c+GPOkNDalKJPlWBZCNectvq7nh1VqSHNuZozGU8ITC9lI+4XmF7IPwpMKMzEzxo6XhhG2v91McIhLtadJFUVBNVKgSLt7Nttk1JwyMXXfav0RlgcTJ1f4WO8LeVSK\/Ku7yNoPvDny6odzaF8Eh8y4jK+1oe4Gtzycqt0ueJbx8yoXx2G69IEXFbvqEgddwyfSXXnQT9VsLKx+HifKet0WMxaOdTfJ+nudT3dNUXn76gVrl1myzaNX9wSV0SeHDIsUkY6Oug4jOI8cWgtoRd0Q93vDqlMihKVBrryKgaxdMlc73DW62LvisMjcLbypCQ79U0e\/CtrNo9WvC\/PLIi3d3ZRdofpeezQba1TFdYGjdXLvEjcOFOf0VrvGZdZ5vbgnVuK4JVY17MgxF2ZY7dCtu9ELoHR0XaThE2l2hNF1X2vItX6yrCzMtuCuJi9m5Fy4lLQZNW\/FTDh7iSY8+Q5UIYnT1GrJNeXo6CcheFWYlxwjZlje45lhhbJjPhUynTxCpN1PD2aCL\/AGa+6o8sKzb9ib0azUzNS52z5tNceFxLHcBRVdNeC2gqRRA0DvejT11Et4dnjMgluuoW2mkZhaT7q7pKQj8RtNiReR8m1blDr89xoUL9It3xKag2WuG8LOtPYS5LriYPiV0bd4SAW+8vuHurzq7YXbHC64HiQcQdN5AqvNU99Q1cNmXfmhfFuXPpO2G2jLcuKFcapFncLxhosoeXnQdvzM309NKtmZeVd0Ke0gZWMpYaWxZ0tbUM4FPq3WPkC8AjIrvqpxQhcEXdRd1fuJVoNg6VraGx87hy1yO5h5NyEa6kVcFbR0xw7iQb94bouELxXR81RRL8l5JtdX01W+esrtGPZRz8Gu845UiXDRrxFznN\/wDBTCDulU3MyP8Aa1KjT1KXdL4UG0VeZS4G2BXDjFoicuXqrX6ZtrPGaviNuliCWZNFuFHPdx5bQAGGjBNDjbOhc+k60+VC1xl6S7u7Xvk9ZueUTa9xR+Y0y4dyjmGA2A4U6ojiXwjKh3QV4o2yIqqHROlrovRDzUoTcSQj+G4zi23DKnI+\/wAk3Fq4VCUDYd6xVsTLNg1fM5J3ecZN4nDiV4hHLdHTErza1J0RbQTC2vo+mqKzLTzjb2JfMG\/kHzaceNsSW89kJZTmxOFCqb2Im4YWm6gtCjEFPFeEFp1QlyQuu2ofE4WWuSMaq0xec8U9CHY5D9Iqry9MH+1F70WveHuSCuFHPc8zHSCNDq2c8O4QyBPy1Gun\/wDVa1OsicwbgfnxghpeJhHl0MZpW0lcpsUguEL63S7pSiMXqoKOkdOry6WmirqlwhMp80LUtOEgkZT8nHRkKzbIxj7vO3OkgjZOorlTaqIRd7w8UILpF2koNlHDho0w6uXSA1+nSvveqBMdlZsXE8BE3IzdLHR82dzxHfCdcBJkToJBKnV6LRFFz2vXVG8yrzAXKbLCDgmMoxuS1og0cn7ea93ue5ytcJilQq7uhvJ+d9JrQbGVRsnTBymrVyhtF2NUXXmNV1\/vqHQWxmd8A7kYsEuBpxs+ydRse6n1PKtohFa8a145Sl6xtp5s9bp8SLrB06WD2flhnhCy8OjZ1KxkJ30eQ7vWYMc7Ldnn7w\/Fm4rqoVodoHmJ1z19D6ag2lGRMSV+1qDaOVPaLgYGDtiLeSjHBFWqGLBiwzOrdtiBGkAodeK01I8TEUReFKqCxi6otrZTPH2Tl\/8AfLrCzuS6O7+9V4fF8LXyJ3f3Jy9r\/wAU6nlel9XouVBPTZ40dpq1dIfT3LVRUBtrCzVeuUmZeaklcM3TJwBG8+cANEkBkNuhEXaL5ry6qLrVVk5ZWbcczn2OaEw4c8UwbtFOjgycQ+TdQ7oPnRdoREUK6Js+HoheChMrV7HukOrZ2A6tsSb2yqLov2aev6f+dVtapW\/kpnJbtmOFs57KQVxuvNsPEzxzgUArWGzCpBbxRbiSAA6m03dB666VnNu2XmZ+taeGkJGWbyLi4GJwLikDo+bxKO2qmEpeKdF1UKPF+VG9Ly012RhOlK1oe5Y5xxkc7wQ81OulcOjq+bOZ9wdw4bBfueDGHV0Hb80UOqoYW7t6G3V1qhlbE7S75W5GD522ctIU7bEZJ83nGLuRyJFVOK295JAwPZey3uL8A0GzGB0wR5gacSnEFwqZAqvPT1\/nEqtrXOVyrzaS8XTKGuKaS2Uk0VuvwhPxHAGc24Q3V3N3XRnOJ4+2X5znajtsw7evKFtp06uZ66wzDLu3hph7sAiUmnO9xSKvnf7X7PVVS8062z0VKG0BCJhSrXFy8fNMG0zDyDV\/Hugo4A4bnQ4TBXwIMicl8agzNnLTMy\/Hd5wbJZZWk+1ftW7hJ5QsFjzQpGqMVbbnI3eHW3dn0S+m5bVXvOm0Mz3TeGaZbYnn7XMnHnGGacCNxKbSA3l4oSETRC9QqOtF16S66qE20qFc3rYzte3c2m8rZnDwwY8DlGriQ2G+KQZmJ5LZR+sboTwu6vq4ENY67y3zVR45hmc1c\/JxwziY+FB9l\/HKYeyMId3UToYgdUqbWvW9Nu0GwnGs+M4Ti039NdnWqioJsXLq8oXN0NyTDSWcii4+443DIHnTOG5m7p+xLGjC2KVdFE0aIIpNBalGq9bc3anagtc38hb\/AMrZ\/nx1HGZ3yuE\/D\/4VSPN\/IW\/8rZ\/nx1HGZ3yuE\/D\/AOFQSvj+zT6\/7qg\/Kj93fMT\/AF7RanDH9mn1\/wB1QflR+7vmJ9\/\/ABFqpjdtddfvRDyW6tuzwnSlKVL0XClKUClKUClKUClKUClKUGGXxmFD2Pja4pXFjwgcYDYkwgbGMbFt7fIQhIqk9L6qpB5jQvwUcXmjJ+gmTo0e4Bwi7oHInKgKMn4XXqa7WnU100Wr5cVkW3dnDd8tEdI1VVAm6qaaqNf8JP6FqjkcuLUlItIl2wPhAkwk10HBUVHyG3t3+15+6gsMlnZYMTZsJfiSDtzHXOdG0ZiAHXEc\/kFKotffoAvv19nryqhc9onLVlMv4nvpy4cNV4fyGzZTKdyJ0NqYIhYeqpd44Rc9U11+aLpez5RWS6slvYWNpKpCNd7ZAGYfIbroRDbht3dLrul9Iq+NebTJmwmbjy2cK54dHCOsLbvJxw4XHFCd7ow7m0i7wRE8PnfWYyFDHS9oyym0k5Zu2km0btm7deKcIgsOKQK\/dNOA5+1GVmZF57X01cwdobLN0Bu+SSd93Y2\/FK\/Vibh2+FGhHWpCafNBMv4NarnuTNiOXfHYmUg0dK64riG0i5FqdHRHe7oheXVMdP4opReiXSvbHk1l\/wB24Yh3DEdN8SKhkdPjH3\/NSNespSKpE2jFTn\/elBapXP3L+23TVjcWKUgjuE5AkGKgUAU2kUy6rzH1g+j157vzJtq7ZpX68y6t9tMM4du6cOpBvHIjg50wpu8vL1CExOWnza1R4ckLEV83ekLOHc4fK1cHuF6pnGHpdMy7vUGmwHx+nx3S7mVOrVh3jdqB1gcuO736SAMRjl1Q6EVUXX181XTx8aDDWWdMWEAcVyMztyIFur5zHiO4Yt8brFiRqFSkEIu4TTDp0vai103Ra1MrnPZ0PaULeMv3k0b3Sfho0Dlqrc5l2Sl9EXTbTaAUuhdOSVVzeWVmXBPrOTTVzjPiQGJw1wyBxANiFrskILCTaxYxbq89NfReO0LStm8t7anYuHiXbZ2AMJ+yjzNpArc4F2SA1Qg1RfRFKnj66DFT5+2W6iZB7Z2J3OOmsM3m2qYWjhG52zoQlZud1Bcgl3dEL4dJ348Kba9HOedrw8wW25KGm0mWPAo9j2zHE4RuZ4UomabiKiKhihKiE8E01LteFeV49nuwrijJDC0hcKSjvY2HB3zjF12hGxWe71eoIRmQS7a+43rMbd\/I6x7nnLvM\/wAwsXeTaL2HMccXQCh0NuroIS7q6dLplVU6WvPd0EFJcfaJsyJteQuSLjpNyYEW4dt0O2K3Cp0YEdhalKqdIhBj9ev\/AHfePXKbXzhsC7bvd2HEzOF3JNsT7yU8d7hDYQu0Tl4CKVBr9NY8nZ7sN49msEx3m7jpPoBj+8DgA3w8BwngheqXaMfq+PU94hKmQBystxrOOJeEeS0Y4cucTvFwz8yN03XYnRtsXousYOpdE57pfnV1Dwmc1oW37\/dWdKxDps2btYlykkgPN9+RdumohEX3qUP\/AFEq0N+0HYp2h0YBnXblo50cgbx284w4eF4rqonIXQRE0LoTXpabvKshncrLRuKeS5ptk5ducQGLZwJZE3Dn4UxTA3W25sqginKROWvh47Q9KaFyOy\/gMKIxYO+QUbedPzn83Rrwu1zJ80lB92Hmxbd9T8zbkXiRy8gD4uLRuTfRtrzChVRE2ikFoRB6a6fTVvaZ\/WE8mXVstElXMy1OBrhj0YrxB8ReK2k2\/ZfInfpdr0S1fbey8tW35nvyDY4mp1bmZ4lQ5l3wlMMq7nPQnkqnTVfR7ptPSk1x1n2e8uYfC2WFi5Ns5ZBYtmDgEy9Q7Ju04pADEql6Wgnjsar7Xd6vlUFemc1uIvlYY+5DtlxcM3OkMfRw53RB4bXRNo24YKaG2va\/Mm2vVjnRl87bndN3x0xtXAWzhEDzEYhjBQS\/hWhRL9I\/rrw\/WQsBcemBrNgwYdOHb99PdhufURFOIe7ohdQD6n0F8N4274hyFy3C9C6wxsouFMaKqpNvl3i7jk28ZNzql3XZybhNeZE+bGqAgs74W5Ja3ouEhpj9vjeT5TgGyrcKNVdCIuBeehB\/\/evmbz4se3bkdWjLGku8m7ficLdGC75k4ts1VRC9IvVegRP2PU3el5VX5nlnZzCVjJVq0cjdxaixN9Hpk02mqtk159REEVU1X16fTVp\/WKy0WY7+JDHV3hcneYcCPz7GE5njd+Vdnc29VdMwl8PFFoLTL9oG3kUKW5Fycg6WYiot8DY2eAxO5pYvq41TTkUDxfFfQ\/dRa3e6s4bdt2VdQ7xrKGWKXV+fAwMqL5oV3tCUadUu0FeklfZskcv3Mp3qsQ5wOMcgCSMrZ8cOE5wyBZAKmGhNCbbs5ipqniVfGsgx2PbjiU74VqquVkhSmu9\/vI2vCp\/QHlQYpO59ZaW9LpCvJzqq6UKnVehh\/Yi0IhPBRanFg1Hrz3fmirh9JLOJgxspveURbMq6aHmWMI2aq32DH3nYWu6Ia81GilVfwdfUZkXlrCN4lpDQziOawTbYao1fuAat+K4raLoTrJupr1tV\/ZF9RSa3uWy6th3ajWzcTJ0kczOB0BAPzgMIwi7wiIUS7mu6ieugx8mfNgcZHNTPTN8UqpUBvhXD5wLEYbhr6+sIjUwyp7NfFeetWonaKtHDIwzLE3dNcU+5Rs2A7BsvTuCiEZmIQtOruiMvu2tou7ptF0u+HIDLJHYHndMnjx4NnEusw9TfMPdVCm6vVJ1jcy6+kWqmTycsGV3hu4dxixK3Rqi4pBwiiRBCENQkQnSL0Q9VOr0050Ei0pSgUpSgUpSgUpSgUpSgUpSgUpSgUpSgtc38hb\/ytn+fHWPTdtsrk4bjeK81\/e9ZDN\/IW\/8AK2f58dUdBfMf2afX\/dUH5Ufu75iff\/xFqcMf2afX\/dUH5Ufu75if69otVMbtrrr96IeS3Vt2eE6UpSpei4UpSgUpSgUpSgVgeYX67fedp\/rWfBju3vsHwp763uI7o5bvB7fLe\/jeVZ5Sg1hzbhs9SZ4yrzLCQmoVjKW9a0Lgl27ITwDdO9JNZAmAZemhRBKFV5KvMfinKsWvKV7aMW0bvYqXk3ivbgujCuHFCsvMsLR+ooEO0JmUpmroOpTEXa9GLztrzUu49Y\/dd3WtY8Ce5bwuWOgodsqb8hIvhN24F+w5kLoiLr7\/AF0Grwj9p+27sZsrdYybWGeXjNujJibqcTlCzXoTealUbXg1UoiqVr4+l9lVVLXD2rm1tzTGSjZ5HEXMhtxg\/iGDHfetwldF76XRq7TaMJY4SiE16Zt70SdUWw115iWzaGCMfzb5uCNk0O47w3tAAAFqV0YxSLyQW0HxqgXOjLfyXWl2M0I1dhaOG\/l9YJyi3kEo\/Hc2erp811eac6DX2Gfdrm5xQj2YnbkhuMBGxsuwaRTHCrdXNsFI9d+WUSlEYMrtYR89pF5bRvCqp1YWal05N9mpk+NeZ5ODl4x3dLeRALEVTtYd2qo\/3h67aPBAFu+veQqalQRUn7BmtYvF8E5m27Zxx6tm6mVEUy9JN1PuXXCPd8NcaV6uc1rCZNm75xdDReJbhcN9hVPiM3NuKIvkD1VUXZN\/ZE91Bqee+O2suS7p\/wAJdfwxdGw8MjeKZ7zd+kWYxmpU4DThuL2RCXZ19Su9NC1kY5ztG2bLXrJYGd8zXeFwybpu3xRQj4W2AsAIscJqm16Lj9Rc+QlEm96Qpiz9M535cRLaQe4rjaue6RcS6CxxIfEuHQS6p5PLkM4Cae4o\/fz9J\/NS3rVuppbErhODiY9ZJXHk6hBhUoghF5Sr1SlMZBjELVV0X6KCBLlle10sRIzLSRnmgO\/42PRo1iWW+xie4xOTPxeaOimL3oqtdNkybW70tdCivuXVwdqPDnjEMswmEk5tpzCgxP8AA1YgbsGLju8RCFTpEKVeLQovlaFRSfJdpN6pmNmzYQVEiXK3PxDffbbC73lciroip7Tom6fj0lrwa5yZZu7T+GTm746PjkCjg+J8dAK3RWHH9XVel5p1l19lzoM\/pWCfrr5cJjc41udtiRsDiXGmqadLCRE9+7tmCu3pu6FFy51cPh1aWODb3MkyndzhwjUGJcK83W7t7O3pubm5qm2mq9P1UGV0rBR5xZbqi8LeDN0myFxq3Xf\/AGJhbwV0EntBakT6OdeNy5vWfb2G23Dl6jmMufCdw3kxHFwIWAWqujOymVdtBIJNdeeuvJfXQSBSsGTNSwcWJui3M1RHPlYfslRQbe0q7uDTUPpgek09ML5xK\/IDNywbhauXbSb4fEByjQoHWoTIpZAzAHLX2roBRC5prpQZ1SsAYZwZbSSMMUTeEc5DJgC5bGwn1EYBlXZMhNNEwF2jIJV5F2121VEr7c5s2ExsqRv0EurqGhV864YHlFRdBr6PRF8DCJ94ieFBnlKjWHzwy9l2sk7SYwAWLfPIxwJwuhlxgkFYLt4ee4imROaar1hfOJreIHMq0bjlZGFgpnC5WLj2co5da9BG5imEi7ngq6szUGZUrAw5s5cOMDfybvZYlduuHBpjVFVdtC66+7YKhfL8Nrqa6c6q2+Y9nvLfkblW4Wg4eHXWQcHJs8GiBQy7vrGm1iEXVdOmRF0oMxpWCYs2ctxLGYsN3NPJlHKtQaeOE26gtC\/NdZdrqe1xonjXoxzUs17asXeCSyt464Dq1j1cAVDGOik6W2iePRLy+haDN6VHD7O7LRqaNwfCJu4bOzkAcyuEQDYCMXTxXRlIunD7TM3V101+jWruyzLsd40R21uFoqLqi4cRNo3pRDTQapr4mD6vai+cSgzClR7jzoy3wFTD8No3cxHbgboq9VxvDMUSBwaamUiNHWm2nPZL80unhizvsLHb17Xe1cunUVYaKsi4bN95D4e7wv8Ay2unpuicS\/VQSTSsUjswrPkpRzbsZcLU8k13k4dCesSiQyeHiLfDufN7qIulY5bWfGXFy3F8Gmj4zZyoQYgI5bKDe3XTtog0+neZE\/tBe+gk6lYETNiw\/glM3+0lUkIyAYFk3CtsPlribbe7hIJETqbol1EvgT1L7vb9dWwP+\/czRv5TfiV30VNUTa0RfuvWD0vSrui5c6DN6Vg8PmlaMxcaWy0eIjlWwHLfVPlClV3qIX7JdSDRmbcT1f8AKvO6M27As\/DIYZaZTiIlurly2bgUx\/ZJponiTrh5fdEoM8pWESmaNnWzdorOmnvdrl43YOW5z4dAnV074QIkX5ze2R6fdhe+qLFnNlbh8nCl6RWDHiO3bBXyvKVwhhFMFA4NOtuDan029ddkvza6BIlKwAWbdhPbihbciJlvJu54yYW+Jiu+ESoxV1uqROSJsqH+2D4biVSX9m6xsS5oS2ccI6knU\/HPnoESQZMuTUrUap52UWpFV4Lkn0UElUrAnWcOWrXBIYnl5xoEjHPCnTEdUVT8Vwm0P50nFKodB69XQX2XKrnL3xaUFLN4WUmGrdxIKFBCxE003ioIKrryHul0GPw3CcsOq0GVUrBDZt5cN4lZrHeUXiaapqcGNTIqbe\/6vcHqL82njyrzcZw5cNJxYhzd8ah0wqih1TmojII31iIUO781uC103E1DP6VHy5uWKR2jFnKt5DFhku7j4m64V2NFKm6v3MZAGFrp6Qap41f7bvK27sbOH1uyjRyFs4VudcKpomLRCc10TxFiQifQRKDIqUpQWub+Qt\/5Wz\/Pjqjqoub\/AGYv8e3\/ADw6wfLKSevIlzxr10684\/3igkzH9mn1\/wB1QflR+7xmJ\/r2i1OGP7NPr\/uqD8qP3eMxP9e0WrGM2119nvRDyW6tuzwnRPClE8KVH0XClKUClKUClKUClKUCsQzFy8svNi0pGwMw4QE3CSSgV2wcrohkEVCi1UfP0gtfq+qsvpQYBfWVNt3\/AG00tp6c7Vg2avY4OECougHTErRU6mvgIy6fTVnuvI2AvB04kHkq6buXUwaYUuBuBxhw4iMBs1HtnEQem2ERPD0uHX11T57ZrTOV7CJexHdaBcODI4RwFXBz4RJrttAqUKGKq69NC7q6dIRlRUSP4POLMgMs6tqbnIczltcbxsAJ2J8J5lCT7psjVr1eiRo1CEq+l1C5CRdpOrQZs77NNjOXrR82dHbYG2w2xARszMAzYOMShFoUK7XMK+i09MX7jte8v2eLZft5BmK4psLaQl3Ek4CuIJwqhgkHwqDKJR7IlKQok9mVUXnpothynzVv\/MO1JN4xS2H8oS12M3HuGrE4WLd87G58ycopy7iiUQNdCiVRlTkPlra47tC3ncOFw9YRTCChMGy6SSmWBlCCOdmGJk5NqUXzMjvC8R6A8pR89QzrFkDb\/wAHVt1rdE0213kbuMOwp8KlYjaLj9H46BQn3\/6Eut9ZSQWYKo6mHznCXZbYcOmAKomy6RwmPbKNU18r\/wBvpqNWWcebLxrhmi4rWhoHCjNoeTdRbjEBMRCuU7z14kfmpRNw7QlXXV8HqrtLu02XmdNxhlLbtm9X8cka5t5JN+5wsTo4XzXijOi7pt0Qvd0iiTXaKZDdKgzJp2cbYaPYZ5guWUVrEuUdN2\/Ds\/T9Xf8AY9Ld3jbuzta1Tr2aYV1E4oR7eV0OWjkWjlVVn1z9y91by9Hl5r6vDc5+HKpupQQ1Mdnm0Jq4ZuZxu3GBJ3Ec+IOKOZnQDkzZAlIm+EmuotU2ycuqX31dcOTrVLBjbCw3LO4gRskeSUrlQGRwhDFJibFEqbatU3+iLwEggfNVKFKCEmnZks5jasVbfe0k57ikGUgxdOQNyrhK1iki0TZ2lCurXCRPReJNfVV\/mcjbQl8vIjLV06dYIyLhjQbbY2B4lbFa8KqaILa9EqonT0T3e+TqUEGO+zFbDoGJl8IZJtidOSOXStWDEIXBlVqiFUKB293aZiFu+l8efjVwL2e4LvTj1vCeXipJlIOAooOurSaLKsxei12hGMZNE57fL6amOlBCkf2Z7EYubdTC6cLhg4+Ej8HEtWZsR+6lXgyLjUWojIunMXkp0\/VV3t3JSIt2wZ3L1lccribTa8jYBNwKxTYCLVqEYkCFdQ7um0vVUi+vlKlKCJHuQkQ7E3wBuibAZo4lHKn8oOp0kJUUoYRdR8xbodra+axqnjzqrsrJeIsjBJsoe553hpWIwwyYei34dEcvT7oVCIe2XynpeaJ4DF601WUKUEORXZxs9mxm2T2Xk5FvcLdw1kFXZAh0M0E0Iq7Qk5qIKJuePOrtCZMxEJalyW0ku9dYbmXVy54ZkA+LoiD4AEIfsvd\/31qTaUEVyWSUS6lZOVZ3HKs0nVTBLtxKDEF+23NxBLujVR895dRqnIxfuW1e4\/LpqzBbTTFMSDhLWlnEmz9F5WpROhIIi6c0QT1f7NF+\/nNKDX1l2QMtmcAC21fSSRbRp3a2bN27IOLEw4B+wGEpEDqboyRuZFXmMXL0u9kjTs92YwfRL1Xjjio2ZWcPw7YAEfYtoSbRRiGnS3WjM2nipWgvvVL1KCGbT7O1uWld8fd+C5pqSkozCxTDxezi4pWjZ+1GQxEFuFKuGTKpCquq7YuSaLrUwGQtr25l7cuWjC5JZYy5okMY4VCBU4EFFhi0KNUHyJtNAr603EXl6ql2lBHNq5UsrQnsE0G4ZJxhb96ugNXHD7IjyDrinZEVBoTmXn4+BPD3W3BkHbSY5LG7l5Nysm6ZHVcSB5I0lXMiEaLteG68ML+K5VLFKCJrSyDta0bVmbQZPHbptNwwYI7jh2bc2JuIJBIvQEJNzrG5qnLcqgkuzlETEw6mZi7pSScuWrhv52wZH13drd03Qr0l2fQ+i6nhU0UoIgtXs+2val1Rt6MJuddzkY1SNwyB8QfK7v3nZuA5C+SbrvkJF6fCtPmq+Z7ISHuK4ZK5XV2TuA8m3kGoNcQFxN8TvAJFURSCUugtlVEPXaT1pUw0oMKuLLmDuWYcTLx244lwGKRdj1d3vuLCqfhV\/vrDLT7PFuWnd0deGG5pt\/JReFj5GJ0oMSuFatX7TDiMRBbhSKOSLuFVdV2xeGi6zRSghq2sg4+0mkHHW7f0+3bwDdMTBvhwtNEOkX3fxOuzzXb6vk+iUvq9VZ7IWVFTF2xt6O0QzmLj3kc3AvMOhzNS7n39WYayilBEOLIW3DSgZV1c824JGvznjweUFOB3ZRtKHEmg9SIQ7MHpFVdrVPpqsuvJW2rszAb309K5DJoBg1Pj4YLhHDdg7K6AnVEqjVCmNzFprufQNUlKlBBJ+zBbz61n1q\/DC5UYSRHziRTFiAfiHrvB5482iBUO8UqqbTa2hFUm2LDryyAuRlrYzIXvqSXRhORniBf2Mq6bOT6dPRFTE0Dt\/Ry91StSghOO7Pce9jVj76ueSlNcL4AW+HYABu3dmKQohbIRF9qJNdfYh+7buQ2Blbhy7xKkNL43DZy4Vw+UzBmFXGJBDEPkAIkTTydzX36p6025LpQKUpQWe5v9mL\/Ht\/zw6wLKf\/ZLn+U1ntzf7MX+Pb\/nh1gWU\/8Aslz\/ACmglHH9mn1\/3VB+VH7u+Yn+vaLU4Y\/s0+v+6oPyo\/d3zE+\/\/iLVTG7a66\/eiHkt1bdnhOlKUqXouFKUoFKUoFKUoFKVgOYeUNr5oydpytynlBnsyYBORvAPyt0VyL1F0Xqj+igtuYWf2W2V8wKFuR3Kq\/SPWTcBj4d9KYmLDCuiuXaNRF4UOqL1S6Iu2XTXbWsucXhbTS3jXO7uOOwxoAK7xulcJso3QW9uL7+l1Pvf01GOY2T2Ycze0pfeW+ZkVbbi57bBbUsCVt5ZZNgBnRROGqo5CgiorwydXdEvS\/Y8ueCYuxNiZj+DMVerXBZ7d1xAY88TvPfJ+CPwcQam3UEqbSIX0PjyoNjcN0W3jgWtyrNNcMc8whcNnRzIEJkL6Lmvv5eqrRFZnWdOXPclmQ8qriUs5Qd8LsLst1KPdwjUidPc2uemvL+mo5vDIKTuCzLAgwTdtYpGywnaeS+txX8W53WBGik4TiRbK89fS+ClFzQqrVTlL2Z7cy8gr0taZe\/CaMvFuxjXKyAOu5aNYVtFlG6L4m3dgpfV6VaCU2xrXs+JbwzJzGxcfF7Mc2b7qBC3RBogg\/0aaVWFn4Zs6cMscq1Rwzb8S4wqdNQg+cJ7k5eutXnfYvl31kt4d\/mawnJ121mo6al7gt\/iFfpIDbNUdoHCUW06bNGTQQiovghfnavj3svy+PFdgYe8ra8ueUzkMhIWaCQlUUxWKlCZ2UuhR6MtvTaFoig\/eyahM7XMyxHl2pZba4W2KYWOBJNw4VVBHbGIYYlET0ZP2QCpoiqvhVTcl8W3aTFvLy8sADZ2+ZRoFw4N7Vw6dCahTQfvMcQ\/\/vWtUR2H5iIxMmX64cK5BpsHK4t43EjT4SO5rcaFV1qEnXQXtOYsJfXpWQMuydL4HYOOv+N4eNkGh2KN4dQmVuK6BTyoUu7zIqC2eSaa9Vea6UGwuC47Zxb+s3Hean4Y+rgfQNy6S+5foXnVaJ4xdJqzdN3Htk0Nr9fL1VqZb3YjHiuRnMX7eUHczTvOGkHTD4L4QNpBY4cuidJC7Qd1ZPc0EPa1a+HVVUzfs95PT1rS19XNcEO7iME3IGjoFk6MEx4+A33LrCHokKL5W8e7fP0KNUX0e0gX2a7TmT9tkalfXLJO2x2GKVOeNg3z4DCOUpBce7IMSo2bKoD9YugsaCUqLpqq3N72iMp4+9Mdiu5Z5iP3iCKPIBiHp4oD5yglA1K+QKtRFLvh0EpdeqL5xKiG3ey7mXF2E1t+Bv8AjrccStgReW91YnEHx6OG8cNw1bvo8iOQ7JCDcG0UiF08sWouS1fnXZguDi3NkxeZDVplvKXFF3M\/iXEOp5NXDTE2JtCfbu3tFKyAq6h3OZdMS+NBIGDtEZTqytyd+FS4mlzx5ZOP1jj64W4nTdoYhl2\/NkEZ4AZd7b8nVfDbJpK9aszvZRcBiM6cNtz7qTXM5g5g4WPc4NgFsgkClK9USpzKiu3p3RPDVBCEnoq2lF4UH7SlKBSlKBSlKBSlKBSlKBSlKBSlKBSlKBSlKBSlKBSlKBSlKBSlKBSlKBSlKBSlKCz3N\/sxf49v+eHUe5T\/AOyXP8pqQrm\/2Yv8e3\/PDqPcp\/8AZLn+U0ErY\/s0+v8AuqD8qP3d8xPv\/wCItThj+zT6\/wC6oQyp\/dvzE\/8AV\/iLVTG7a66\/eiHkt1a9nhOdKUqXouFKUoFKUoFKUoFKUoFYHnJmUuUNgSN\/tLNnbtxxqgwpDwDbiHx90wxJtC9emuv1LWeUoIuu+5ph0+s6EiZlxaeK7+IKaQxACrjCo2uIvChQ2okdadTqCKmy1PyT0osZgc83bNk5ZzGFrJuIqZZRgpBufaDIYXk+WKETTn6LlvePV5J6qmCagIO5Yk8RcUM0lY92nXbyLdDgxffGTlpXiS0LYOsa6W2YxTxP+zlVgFcTHl7Hl0\/qoI7gs1bzf5c5dy7i3oU9132ACI270K2YiNwhXRertKXkIK8trx+jxseW+clz3lb1+5kuIjGeKiUjHMPEALhxOOGJDsn5VxaD04leMXkhiC6YtPJ0UpZYdWPZz2FW131swx4jiOK7uMwFib76F3dzaXlru9T79XFksLxci3Zo24niPP8ACLx8vaHpua+va2fq0oIdF2ieMdjcwtsNnUAuONx45FZhFO4bSUqZgyctA7ehhlUSG1Uo+kQSi3lXbq2z\/aid25YLe9HtuQuLEeEPdjePDPnMdYcTXeUxVC0Igl5+JOj915VNK2hamJzHO1tmKVxCooY86MQqrFNPY+sX1VZZm2sqLdjuOuW27aatkkeK1csAaK\/Mu3u6aabpNUTXxWgjqMz3l4d4jS5IeNcN3VwvouPO2kVQuIArgaxaqUO10trjhevnt89vcTSgcdo2WWenRxUG0eN22FGbOP33GmJwF\/PNTl3GrUxtF7nFy2l2tV1qalsKyv2xXFZ0L+2wOHf6RwfPQaeiNy6iff5V8ly\/sxyADN1aEMoG22oAYmIlw4dvc00w+HLdLp\/Gr71oIkc9pF8xinVxnsJMVuIcDRgUMt5T5w+PFDfgbKHbQQt1TBai6y6lIPlzrIM0MxrktLC6xRXdjTHFQHeDlw6RDAb4iOhg3ycxLwrbDvGLzEugk8KzORsmAnARrR6x8lpFyQJJWocKoE52uig3E9e0UQSj18FCL3V7vwWisstzPXjbireYuGx8anToNi7JjbqfeCIn1UERSl53rbl6NMtEv80i0k3EUhboeCZ8TEo74\/QeLaEJrqbggCDqJV3XXPd1GleJs37jsd1MY7leYrkhYGTe26A+AAcLiQkOAaO2adLQSE14tqqes21qgtVRZma2NZUTAntllZsM3h3CLvx4I8OFufXx1EiaL9aVUN7YhGsS1hWUSwbxzTZ4ZtgAiADtE3BbY05Jovu05pQRq+vi7rOhL+ZXM8xyctbFmMrl4hsIYU3iNnQzCF6vSxxS\/RvaeqrpZubCXVdVw229hG8ckYQmFsdDmNxzcbsgSl12kDomiLoIxVFuaF2l0RcxwW1D4XMw5xssLtbgXR+jlN5FCgttBaKno+Wu37yF99BQ9sW+7dTLaKjI13KnCjpxgbiAd+dOQ90qelX3eK+6gi+1c\/cVw2heNxPraxh+C8I3uJurZy48+bFAUolRTNgqiqgV57Sj5\/QtUUr2i5mGfyUQ9s6J4qCjZSamNmfXZA3ZtWBsSBKrbqkVJIPIqB8NedSdjy3spLfmrZZ23HR8bPNjtJDBHgRupwFQmvotPni\/0rVxjLUteHZ4mMTbMdHt9TaN27QQU1Li1LyTl1F8ff66CDpvtA3jDXPIMnlsQirajCWdT8cGX13Vaii3SEaEQSFKRAyem0UIerrz5iVaqK7RM0zllhJa3MUgjZyZs5kMO8DTR25EFE1DspqgNOqUX0bq86l1vl7YLNtHMmtmwjdtEH4qPAkeHRif50KaaCX71VWOzrX48E3ituM4xtu7Djgxb7fd9LoT1a+vT\/nQRlZ2dtyT8\/GQk1ZUdHtJOUwwmFy3mcTlcJywySoVXBibC6W0qi1+c5aLpXliz2mGkoZjhtlHLZrMgi3zo77ZM34ueLFA2hbXVToqXxTx0qXcENDaapFt9fK39NhPHa2vzXT+9X73HDa690ttfK19Anzu7+d6n3+dBBObGcF5Zc3BeJMb1sluNY5k3jz4m\/yCXMpVAhk9qJ0ugk8dDbSe26VZJZmXl+s6edjnTpJnFmEe20WNCDfRv8KSR6IHi+ihNn5zlU2OIeIdDPhdx7Y6Ok0cag13qtbSwrLZSp5xlZ8I2kXPM7kLESODdTc5k8V6mq8\/XQRm\/unNe2ssm8zNMsIpzFdMTFx\/e7gAHB2LqQatfO1a7oRkJvG02k8Nr2vKrQvacxkkMTR3YbpARnm0xjbnOfyT7zkSo0KjZAmGpGaomIpQqRNel750moaGn2DiHmotrJNHCIh27oCHCv3xrVGK0bZau4982tqLwuopvwrA2FiFDN2\/zQcSJqMf0UEQ3L2i5e0YoDyYtiAObEA0m4bRtwHfKFhhE2IpFIJp0iaO09NtC02ut1Uq5z+fasg4VhraWVdeW\/wo24xVXzST4Bf2ARFMTwMXbEIpOlpprpUg4ctrAwtWzX4CweIDYpTNwLHh8kCl9KqJppz1XXT6PdX2ew7CeJJI6s2Cc97\/AO0NY4Hn3L2vLq\/XQRlZHaKw3zdcbbjO1UxRkpjbtlkN9wqb5osUhyQrUQiCQRkHyLu6p6JPFL5YuYVz3Nf0xbjpizSDjG71d\/EfVwpxSrprptbem3tBTn\/\/ANrOgWtbTSSwzjW240Ek2bcKFyjYOFwjdPZoTTVB\/RX6C3oRi9wzA4drgfYUMHA4QCIXQxNwyeX7iE0X1c6CJso89n9\/O4OIkIpWmCSiGTsEgdziPifmNHNnXJQtuERfOF6W6I2gt1A7RUWqRzndeTu6wYWMHFtox3icNWDfvBTODuBTTVh510fNPE3hu+K+sS1Mba1rZaSWGdZ21GN5LhkbcQFqFD8P83uaa7f0V+CtG2WjxxNNrbi8Lt51nLhGIUOdfuhNOdBrHlHnrmhigizGYqt5J29GyBHNmskJG2+6bRZcJCk4IZQpuS+HUibqDCNVVCbalLKLzOt21ZzDV3CxjaRjeHBqwleMDxBSuhc+kioolaKq6p68SadOpHHatsDaY2WO3I1WrkPD8Pw4kTTaQSj\/ALIQh6e4aJ4JX5hsWzcPCa2hBJ3W24VrrHATYb\/NC5dMf0UEYMM0MyneXN03LwMAknFSDJtGecm2XDYomqqQuotRE1MTkm74J96r\/Z2azy6rpxQbq3ANwSbeVdRjhvIb\/QYOxtDYXQ9pECTeMiJhRSeBdV6dZmW0bYVvJNsVtxuxKoqSIEYi0fdJBrup7TpaC568uXhVRHW3CxL90\/jIWMauJLFq4OBthCUyp6yqnMv10GuwO1FdBpts5+BLVy0uiFt+St9gJ04cKFHgZd1uOsbVqYgybMavSGIqIqJ1F15frXtWzjUck9d5e74HGIklGgEU+raNFDRj83FFC2KJHO7JJpz2dN3qptdWeDZe2E7bSLNzZcGreWPxUg3xR4tHJ\/nDeoi\/SteklY1mSqefWdCudHAXSb7AOLrhVNkn3x+r1p6qCJJbtFXSxxO3TPLaNctwBuR2BTz2IB3DaEfjaF0GrVdDFKVNoXhy9ImtXAedN1Lcba21s1os25dd24WyS\/mIDbj\/AKm9wu76Nlr6H2qJ9NSwSAh\/+7FN05n9gi+lJuH\/ALRea169zxPHcZ3Y04jl1thNf+96\/wAMX+uv00EM2F2jcN+XVCwjWznjdrK4mIFdcQboODRQpXl0tkgtoqD5FQuvPZ2erVBKZ3Zkw18SOB5bEG4hYptcLtyDvFQnWPjiRib2qi5m0eG6XovDreFTS3tW2Wck2m29tRwJJq1SPA5RqJDgb\/NITxQfLwSvr4LW2jt0\/wANuR6uJZVWQOrcSq4XyB4Or\/8APyCJPvDRPUmoYNl7nCTMK6JCDFbDqPatsT7CBziU6KZGjpWpVIhQCw6ounoilT6alWrNH21CRUjITEbAxrdzKYvKeuAtEEY6oniRUTUi\/fq80ClKUFnub\/Zi\/wAe3\/PDrErDgXtttHLJ5++KzGb+Qt\/5Wz\/PjqjoL5j+zT6\/7qg\/Kj93fMT7\/wDiLU4Y\/s0+v+6oPyo\/d3zE+\/8A4i1Uxu2uuv3oh5LdW3Z4TpSlKl6LhSlKBSlKBSlKBSlYBmJm9YOVsla0Neks4bOLzmRQMRsNznU78ngPpou39fKgz+lasdortgvMiMwLjtp7ZgHULEWFiuJtMGc4sIe+i436M48+i6DEbu4o0J86uEempUWskvTtX2fbUfcr4kNLCbQQJzg5Y7YJ2D6QihFK8aBQRt5Si2TciiCnRLoSgy3O\/LibzGhFj4WTVm6wxMsBsqPTt\/Pit9tmXpeO2Xqa+I\/FKwy5Mi8wcU+5xW3cmJlCLIncxzUEwgFj90TDzrqtTdXdA9\/tfupq9H\/bCy5hpW84aXhplu8spwBs5C6xsWx3xiusLUaBEV0hBCUpRLuukAHaKhd3a51KOWV7Q+Ytkxl5Q4XYAP1LhQTrRTixBx7JcGo8Sj5EFoqjXbXT1+sIsjMlb\/dXY6eXE8aYomRfAcPwAlz9fadui+j2kL6IoNUKYvhs+hqlfZIZlPLacxD26lOncD1nHKsy9TYkeBaBZE5\/NGCYm746ru+NbI0oNfMuoO9Geert49ZSWJq0bXHifS7lXuFH3FSjUrMW0UWzoEITCDtFNoIXst1Er6t7JS8cUtDPbiwxuLFEOGTly574OfvdyEpfP9pRIgi7Rvf7TZ9CEVbA0oIQksucy3ud7C+sDyNBbrSZ38OFHxkM5j1hSC2iiUOnlpIYkNtIUYdBBLzNVvlMos1neYLiaj78xNrcxSK8K1wv3G+FsUneBi7fgpePCAO1rpwqlTXwFU\/0oNcreyQzDxYI5Xsw2hG7UIEVu3n3z9MMgJi6D3n1NveUhTBKoi8tWgjaoXXS629lTeTOxMw4JowjYOSulgrWOVtPvn2jnu7a3imMLdF1fdr6y+lItTxSgiTLrLq4LVuss88kMa8XinFf6v3B9\/eleIZelTRUE1XaT1DTppqnOsbyqyyzXtxrdWK7nrZMM5b0Y0A2jZZwi98hV9xbpCqLdGht1p1SkMZdrqry5z\/Sg1c\/WJzl4aNZpc3DN2qvsIFazGw4YbvA+dLo12il6Lz0QRem+7GrIXOSdw4sYXWrZ06wzDaVcb8gddTDmuKQ\/V+aalVPq2vCtgqUGs9i5C5lsmcRH3hdDmTbNsDZJNus8ZQPziYvxGdIogi0Up3bMvU3V81EX0o+fq+yfzUeRLhrjkG6zTtGCuJ9Z4++\/bh7vUzBQqHaQZdl4LdX1EXl50atk6UEe5WW5dFqWu1ty4sfEq1U7jC6V9vmRDOjF4VF2hdMQlCNF08NE5beqyFSlApSlApSlApSlApSlApSlApSlApSlApSlApSlApSlApSlApSlApSlBa5v5C3\/lbP8+OqOqyb+Qt\/5Wz\/AD46o6C+Y\/s0+v8AuqD8qP3d8xPv\/wCItThj+zT6\/wC6oPyo\/d3zE+\/\/AIi1Uxu2uuv3oh5LdW3Z4TpSlKl6LhSlKBSlKBSlKBX5tJX7Sgwa9cosuL876+GNnRkz8IY9tByPEYNd9gExTCCuq6dMpikT186tTrIjKmYfzriZsOMdfCADgD\/CXdQTjC6wbbjpIu0EhUHhQpRoik05661J1R1npC5uT+WMzEZIXawtu9nPDpGy0iDCcDdUKPd1Goy6qot1PRrzVPDxoKdzkFk89dyT1zZ4eJfqu\/i4k+oF4oTtUa\/s\/NE4oIXOoNvqjGXxTWs5t6Ch7biW0LDM8LZg0RNjCi8qi\/NDLa47zw2K6av9idtdTyAJny\/IC3kOF2kIUSelGXyiiKP5oxeaeNYRa8Fnm2DGNsFtyUEd0cLlY4D9k4iWG8\/cGkhOV13Sk2TdLTVPQ+41Bs3StXcUd2kmDJwyiGsp5OJkyRdcTICACMrFDBaiEXql2lkk3B8IngnV6Jay\/HFZxvMuIBfLe\/CZpIyqqfE1Yo\/btlav8LLRClKJS6kZ81Kvj1V03aCc6VB7QOcP60si0LHSST6TLcLVUchQ5o\/im2+Xq7u10lP0t0pf2C7ReYtugLKZnQ+WlmMbtwXFjmHN0OI1+3jnQEfHYbj7YRS7qoiKEQV13t77opudBP8AX5upWucbD56cI3e3k9uk6rJMWsgxZPmO\/wB3rDj3Si2dE3e8fS89emXa6S88LxWHn27ibrYPoqdwyd0a45rVwx4F+nwQbNVUW14Oe9QhTXw0EX2VBuDStco+Ez5dzLlpOTU2yjHsvo5QStw+b96KoUam3umLg9RL0hG9EvpavVsW9nG3su4om4ncpJunViMcLZZA7E6rcCifDei+aRPkfjoH\/q6hOdeW9UT2RC5ltL1E+uN3KLGusE4rkBnINgCcW27tQI05p0t\/+nq89qoRzByNzYWyZO1bZtjFJxs6G9ZJY9H4t+PkXjGUCFA7hdrad8YHX1BKpdeRukG4ZnDVonnbtE++tVFa\/wB\/5eXHm\/mBbcu7sprGRkXb1wxp1umIZyuHiHZYxRbYkc8uQDev2Wi+KV+ZkWNmFEylp4MtsVzHxQVpSsIwkMD8GLz9SxnBEfbqoQol2DKVdPBC6pqoqDYGla3t22f\/AHlNY5zBPOo7j1SSbMeHbuDtu8Ol3ebivDhNNdNouz\/4uqObH2l8Z3JLaZXUz0YnbN1kXsWZU\/aHo6oIu1u94eK7Jerz3tnpUGzlK19l8WdshdEfLsYS4wR63D5TeOUzEP7XqjHD5Rib2ouSPSbW0XVNU6RtqvjLWHz7Wzbqa5juHTuUcW82aAAduBG7iY23aOyC6xUURFVounSCmnhqpaDYWlQnDWpebWzpiL7qdYZF1eLKQ8lziCZurdXbQptpPm0FvJ+DWqSyWuejHLa6WcwkriuVI9Vh5B\/iZ8Qd+oF57OEpgj6yesuz7hCFoihN5njRmnnTtE+\/X6AzR0mrbEi\/erVSRylzCuRydSW1N4oV5c7aUXvVyyV8oAv7cVVKXd8NlnJdL7kn3HWttHL\/ADYsW1IuAaxNxtmreHEjrBb7hiB\/il+EHqRCmXZKLe3td7Xq7XpQ7tBtLStf30TnJdbsEPNxEnhaR0kbE4cKcGFuf9tEIAotou90mievn6vSpXjL2lmULLPLzFbzWea3HAW6ZqvnDdTt5BYraCpt0u0Xq+\/dTdJ9+g2GpUL4GOa2Gx7jxM+\/k1n2aw7Zy6D3qsMitONEpNdN7\/aOyu58zzrBLOtfP+FlIxo2xzcZCd8GeKBwrJwVN6435nqOlE6TXdjjNNpertfxtBtHStRrUtftR29Y8JbjJZpu5ibUBHN11buNDihSD2imK69L3hou7sl9j7HdrOZSw85e+HTZteV3d34ZlWzfEkgDrRvcHIq680\/bX8L4+xoNgKVAra3s7SPEeq9k4\/hZBi6Ru1OxCA+sp55vael1Zr\/otfOUcRng7jZ5pme8ksDlxCtm+PTCBAd7aO0dY2pN4i7XMOmqDTkLlru0E+UrU+3cv8\/7XtWbmLNSbjJuVchVW79wxPoAVotQoXT0W73izELX3ovsakBvH5xvMuTsiO5ZtIubriu7vJQQX4IfjmXG+UQhS6ps8b49Xb00\/ZaUE4UrXBxbWfcK2XCwl5yRbOJM6yPEHbncd3jkXWyodCi8WvCe13trX21Wacb9rBcMeOIScWSbRx2rk6uGOjjW33WyXZ3dkRe9lD876P02zQbUUrW6btDPRbqcNIhxOHhGswFqzkcR2HGJHFd2yR31vTJqgp7l9z\/ktW410X\/bl9w1mzF0TqynfLNvHt8Miy68T306RTOg8zF3Y8AuqmvMXsutQbRV8DPhcYfKb4uSeta1zzct\/Om58N6w8GG4OEkwP2TDAGQbN2aRxYEgsI+S7qOe9V8rcXnoqdVBcqyDNaJzNi2kRC5Qx8qgolgfCDhjgQHEBK1QAyCIUXLa39OaiRPERV2kQJvpUHZuts+ml2t5HKtcbuOVsCQWP3ggCdw1KUZmq4i\/vkT0ZUVFRE7sX1lq0kh8++NWFYztzuHOFwjZ1M77FGJ47im2wVsipyc7KG3el++\/\/CUGw9KgexrZzAa51tpm5mk66bxcfccaj8xwmY7BZBgsdta9XcVoHrLyTdGX3172tbuajS4WT15ISLVq0kQDJH4XQEZIwULndJtJzRd1Qaevppp7WgnGlQ82Dm2TOjjsDSS+CKujN3PEGCgOF4EShIJENrrxe8not3XxLs7SVMNBa5v5C3\/lbP8APjqjqsm\/kLf+Vs\/z46o6C+Y\/s0+v+6oPyo\/d3zE+\/wD4i1OGNFXGmie\/+6oPyo\/d3zE\/17RaqY3bXXX70Q8lurbs8J0pSlS9FwpSlApSlApSlApSlApSlBiN1X5btqkj2NxuXQ3Elqrds0j3D4+La5k1EERFQaJ4kX3+NWl1nflo3xOGuKZeIrI6NlRYZ4vELxKNdGvS876yoPo7nPGnqr6zKymgM24kcHdDqTwtfL10AoVXTlqqbo12iLz0KJMJhLrtFEuqraonISxYSUeTbdXKqaQSV4dBhwoFxx\/Froox7htS6+mUunstqg+2uf1hPHJQYln8GPC3ZHb6wL1DuVdjclQQgoLc3R8EbdFpqLb6ui6pXuPPnKnG9csvhNh8lmBHWJxwDng8acKN3oJ1tbRScKcRUEJVJp6qtc32eLFl9EfvJJMWN0Ny2VUAfC3cYVdaY0EYRRqq4XhxalRU5DX0qIVbiuRGX\/deKJXFI4muJ3v\/ACrTFvd1Di06mnjsiT8Lz+igqxZ0Zao7jY7HPSTN0+xi8kDmHet1b7zrhgo5QoU4TeKijFvbe7z2tUqRaiL9YezXd2xt3y8zKSU+2VvidP3KAU77hXRXIEVdroDEYpV22u1ru6E8qpQjmuJizbtMTpw6VuFEU511MX6V\/wBe6graUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQWub+Qt\/5Wz\/Pjqjqtnvk4P5QD88OqKg0dT9We7L3k6pYuaOiJp\/smP\/T6wGzP1VPs5W1mJdN3u7OzBxNp9EQCAjWSmw6e\/V0if865O6rponhTmmi613o3Hx0PhqfB8P7\/AO7jVtKVapTqa\/sdofjpOy19ouaP5Ij\/ANPp8dJ2WvtFzR\/JEf8Ap9cW6VwdnaT46TstfaLmj+SI\/wDT6fHSdlr7Rc0fyRH\/AKfXFulB2k+Ok7LX2i5o\/kiP\/T6fHSdlr7Rc0fyRH\/p9cW6UHaT46TstfaLmj+SI\/wDT6fHSdlr7Rc0fyRH\/AKfXFulB2k+Ok7LX2i5o\/kiP\/T6fHSdlr7Rc0fyRH\/p9cW6UHaT46TstfaLmj+SI\/wDT6fHSdlr7Rc0fyRH\/AKfXFulB2k+Ok7LX2i5o\/kiP\/T69Pjo+y79oGa\/5Kj\/0+uK9KDtR8dH2XftAzX\/JUf8Ap9Pjo+y79oGa\/wCSo\/8AT64r0oO0nx0nZa+0XNH8kR\/6fT46TstfaLmj+SI\/9Pri3Sg7SfHSdlr7Rc0fyRH\/AKfT46TstfaLmj+SI\/8AT64t0oO0nx0nZa+0XNH8kR\/6fT46TstfaLmj+SI\/9Pri3Sg7UfHR9l37QM1\/yVH\/AKfXn8dJ2WvtFzR\/JEf+n1xbpQdpPjpOy19ouaP5Ij\/0+nx0nZa+0XNH8kR\/6fXFulB2k+Ok7LX2i5o\/kiP\/AE+nx0nZa+0XNH8kR\/6fXFulB2k+Ok7LX2i5o\/kiP\/T6fHSdlr7Rc0fyRH\/p9cW6UHaT46TstfaLmj+SI\/8AT6fHSdlr7Rc0fyRH\/p9cW6UHaT46TstfaLmj+SI\/9Pp8dJ2WvtFzR\/JEf+n1xbpQdpPjpOy19ouaP5Ij\/wBPp8dJ2WvtFzR\/JEf+n1xbpQdqPjo+y79oGa\/5Kj\/0+vP46TstfaLmj+SI\/wDT64t0oO0nx0nZa+0XNH8kR\/6fT46TstfaLmj+SI\/9Pri3Sg7SfHSdlr7Rc0fyRH\/p9PjpOy19ouaP5Ij\/ANPri3Sg7SfHSdlr7Rc0fyRH\/p9PjpOy19ouaP5Ij\/0+uLdKDtJ8dJ2WvtFzR\/JEf+n0+Ok7LX2i5o\/kiP8A0+uLdKDtJ8dJ2WvtFzR\/JEf+n0+Ok7LX2i5o\/kiP\/T64t0oO0nx0nZa+0XNH8kR\/6fT46TstfaLmj+SI\/wDT64t0oO0nx0nZa+0XNH8kR\/6fT46TstfaLmj+SI\/9Pri3Sg7SfHSdlr7Rc0fyRH\/p9PjpOy19ouaP5Ij\/ANPri3Sg7SfHSdlr7Rc0fyRH\/p9XKF\/VeezlcTpWMZZeYYDLqZFfsIwOFU3ERU1V+mv\/APpXEmlB3Qkv1T3s+uWqKsNeLfrb66tmXNAm5f737XaXa99Y\/df6ql2dIps0dJCZiI0xueeJhHxZ99NrdUfVcr4IYS\/hK4n1UYyOlVEVfk\/\/ACoKelKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUH\/\/Z\" width=\"306px\" alt=\"main challenge of nlp\"\/><\/p>\n<p><p>So as we develop NLP for the legal domain, there\u2019s some game theory involved. AI also surfaces information that previously would have been difficult to find, because you weren\u2019t looking for it. For example, let\u2019s say a firm is the industry leader in oil and gas law, specializing in mineral rights, and they developed and licensed an AI package to review mineral rights in the state of Wyoming. That may sound like niche expertise but if the software were made available for other attorneys to use, it could alert a lawyer in Florida who is reviewing deeds for a deceased client who has mineral rights in Wyoming. In the legal domain, AI can uncover all kinds of important information. Years ago, a person&#8217;s word or handshake was all that was needed between two parties to do business.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src=\"data:image\/jpg;base64,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\" width=\"308px\" alt=\"main challenge of nlp\"\/><\/p>\n<p><p>Compare that to the tens or even hundreds of pages of contract agreements that are required to transact business today. As these complexities have increased, the burden of understanding them has long surpassed the business parties who rely on them. Tim Cummins, CEO of the International Association for Contract and Commercial Management (IACCM) emphasized this point with the results of a recent survey that showed 88% of business people say contracts are difficult or impossible to understand. We also have technical challenges that are typical for NLP across industries.<\/p>\n<\/p>\n<p><h2>Clinical efficacy of pre-trained large language models through the lens of aphasia<\/h2>\n<\/p>\n<p><p>As the recently released GPT-3 and several recent studies demonstrate, racial bias, as well as bias based on gender, occupation, and religion, can be found in popular NLP language models. But a team of AI researchers wants the NLP bias research community to more closely examine and explore relationships between language, power, and social hierarchies like racism in their work. That\u2019s one of three major recommendations for NLP bias researchers a recent study makes. Researchers also argue NLP bias research should be grounded in research that goes beyond machine learning in order to document connections between bias social hierarchy and language. \u201cWithout this grounding, researchers and practitioners risk measuring or mitigating only what is convenient to measure or mitigate, rather than what is most normatively concerning,\u201d the paper reads. \u201cWe recommend that researchers and practitioners similarly ask how existing social hierarchies and language ideologies drive the development and deployment of NLP systems, and how these systems therefore reproduce these hierarchies and ideologies,\u201d the paper reads.<\/p><\/p>","protected":false},"excerpt":{"rendered":"<p>Advances in Natural Language Processing There is, naturally, a great deal more one could learn about NLP\u2019s theories and strategies; becoming a better communicator is only one facet of this field of study. However, NLP\u2019s focus on communication is fundamental and something of which salespeople should be aware. In essence, the NLP does not address any of the challenges that you typically face in developing a real-world line of business application. It simply presents the opportunity to deliver a broader and more satisfying experience using a chat interface. Natural language processing is the key to communicating with users, but doesn&#8217;t solve the business problem on its own Mapping the context, specificity, and personalization of NLP to the industry it serves is challenging. If such an evolution is not taken, chatbots will continue to be costlier to develop and maintain than traditional applications. All of us react to situations and make [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[216],"tags":[],"class_list":["post-26184","post","type-post","status-publish","format-standard","hentry","category-ai-news"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/hd-guard.com\/ar\/wp-json\/wp\/v2\/posts\/26184","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hd-guard.com\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hd-guard.com\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hd-guard.com\/ar\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/hd-guard.com\/ar\/wp-json\/wp\/v2\/comments?post=26184"}],"version-history":[{"count":0,"href":"https:\/\/hd-guard.com\/ar\/wp-json\/wp\/v2\/posts\/26184\/revisions"}],"wp:attachment":[{"href":"https:\/\/hd-guard.com\/ar\/wp-json\/wp\/v2\/media?parent=26184"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hd-guard.com\/ar\/wp-json\/wp\/v2\/categories?post=26184"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hd-guard.com\/ar\/wp-json\/wp\/v2\/tags?post=26184"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}