{"id":103831,"date":"2017-04-18T15:31:07","date_gmt":"2017-04-18T15:31:07","guid":{"rendered":"https:\/\/gerdtestpress.online\/?guid=1faa3908a7e1f6d75d9d8176b6c350b3"},"modified":"2017-04-18T15:31:07","modified_gmt":"2017-04-18T15:31:07","slug":"theres-a-big-problem-with-ai-even-its-creators-cant-explain-how-it-works","status":"publish","type":"post","link":"https:\/\/futuristgerd.com\/pt\/2017\/04\/theres-a-big-problem-with-ai-even-its-creators-cant-explain-how-it-works\/","title":{"rendered":"H\u00e1 um grande problema com a IA: nem mesmo os seus criadores conseguem explicar como funciona (MIT technology Review - must read)"},"content":{"rendered":"<p>&#8220;This raises mind-boggling questions. As the technology advances, we might soon cross some threshold beyond which using AI requires a leap of faith. Sure, we humans can\u2019t always truly explain our thought processes either\u2014but we find ways to intuitively trust and gauge people. Will that also be possible with machines that think and make decisions differently from the way a human would? We\u2019ve never before built machines that operate in ways their creators don\u2019t understand. How well can we expect to communicate\u2014and get along with\u2014intelligent machines that could be unpredictable and inscrutable? These questions took me on a journey to the bleeding edge of research on AI algorithms, from Google to Apple and many places in between, including a meeting with one of the great philosophers of our time.\u201d<\/p>\n<div class=\"posthaven-post-body\">\n<div>\nThere\u2019s a big problem with AI: even its creators can\u2019t explain how it works<br \/>\n<a href=\"https:\/\/www.technologyreview.com\/s\/604087\/the-dark-secret-at-the-heart-of-ai\/\">https:\/\/www.technologyreview.com\/s\/604087\/the-dark-secret-at-the-heart-of-ai\/<\/a><br \/>\nvia Instapaper<\/div>\n<div>\n<div>\n<div id=\"posthaven_gallery[1155716]\" class=\"posthaven-gallery\">\n<p class=\"posthaven-file posthaven-file-image posthaven-file-state-processed\"><img decoding=\"async\" class=\"posthaven-gallery-image\" src=\"https:\/\/phaven-prod.s3.amazonaws.com\/files\/image_part\/asset\/1864402\/pTydqud-_0dWEN1M-zUfSb-aP_Y\/medium_image1.JPG\" \/><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<div>\n<div>\"Este facto levanta quest\u00f5es surpreendentes. \u00c0 medida que a tecnologia avan\u00e7a, \u00e9 poss\u00edvel que em breve ultrapassemos um limiar para al\u00e9m do qual a utiliza\u00e7\u00e3o da IA requer um salto de f\u00e9. Claro que n\u00f3s, humanos, tamb\u00e9m nem sempre conseguimos explicar verdadeiramente os nossos processos de pensamento, mas encontramos formas de confiar e avaliar intuitivamente as pessoas. Ser\u00e1 que isso tamb\u00e9m ser\u00e1 poss\u00edvel com m\u00e1quinas que pensam e tomam decis\u00f5es de forma diferente da que um humano tomaria? Nunca antes constru\u00edmos m\u00e1quinas que funcionam de formas que os seus criadores n\u00e3o compreendem. At\u00e9 que ponto podemos esperar comunicar - e dar-nos bem - com m\u00e1quinas inteligentes que podem ser imprevis\u00edveis e inescrut\u00e1veis? Estas quest\u00f5es levaram-me numa viagem \u00e0 vanguarda da investiga\u00e7\u00e3o sobre algoritmos de IA, da Google \u00e0 Apple e a muitos outros locais, incluindo um encontro com um dos maiores fil\u00f3sofos do nosso tempo.\"<\/p>\n<p>H\u00e1 um grande problema com a IA: nem mesmo os seus criadores conseguem explicar como funciona<br \/><a href=\"https:\/\/www.technologyreview.com\/s\/604087\/the-dark-secret-at-the-heart-of-ai\/\">https:\/\/www.technologyreview.com\/s\/604087\/the-dark-secret-at-the-heart-of-ai\/<\/a><br \/>via Instapaper<\/div>\n<div>\n<div>\n<div>\n<p>\n          <img decoding=\"async\" src=\"https:\/\/phaven-prod.s3.amazonaws.com\/files\/image_part\/asset\/1864402\/pTydqud-_0dWEN1M-zUfSb-aP_Y\/medium_image1.JPG\"><\/p>\n<\/p><\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"author":38,"featured_media":103843,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_analytify_skip_tracking":false,"footnotes":""},"categories":[174,1116],"tags":[1120],"class_list":["post-103831","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence-2","category-digital-ethics","tag-technology-review","masonry-post","generate-columns","tablet-grid-50","mobile-grid-100","grid-parent","grid-33"],"acf":[],"_links":{"self":[{"href":"https:\/\/futuristgerd.com\/pt\/wp-json\/wp\/v2\/posts\/103831","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/futuristgerd.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/futuristgerd.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/futuristgerd.com\/pt\/wp-json\/wp\/v2\/users\/38"}],"replies":[{"embeddable":true,"href":"https:\/\/futuristgerd.com\/pt\/wp-json\/wp\/v2\/comments?post=103831"}],"version-history":[{"count":0,"href":"https:\/\/futuristgerd.com\/pt\/wp-json\/wp\/v2\/posts\/103831\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/futuristgerd.com\/pt\/wp-json\/wp\/v2\/media\/103843"}],"wp:attachment":[{"href":"https:\/\/futuristgerd.com\/pt\/wp-json\/wp\/v2\/media?parent=103831"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/futuristgerd.com\/pt\/wp-json\/wp\/v2\/categories?post=103831"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/futuristgerd.com\/pt\/wp-json\/wp\/v2\/tags?post=103831"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}