{"id":1143,"date":"2024-08-01T09:00:00","date_gmt":"2024-08-01T07:00:00","guid":{"rendered":"https:\/\/smalltalks.eu\/blog\/?p=1143"},"modified":"2026-10-06T11:24:07","modified_gmt":"2026-10-06T09:24:07","slug":"platon-et-lia-comment-les-modeles-representent-ils-le-monde-artificialis","status":"publish","type":"post","link":"https:\/\/smalltalks.eu\/blog\/2024\/08\/01\/platon-et-lia-comment-les-modeles-representent-ils-le-monde-artificialis\/","title":{"rendered":"Platon et l&#8217;IA : comment les mod\u00e8les repr\u00e9sentent-ils le monde ? (Artificialis)"},"content":{"rendered":"\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Platon et l&amp;apos;IA: comment les mod\u00e8les repr\u00e9sentent-ils le monde ? 1\/4 (5MN1P #6)\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/H7NBoCNC1JE?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Premi\u00e8re partie d&#8217;un \u00e9pisode consacr\u00e9 \u00e0 l&#8217;article <em>The Platonic Representation Hypothesis<\/em> : les mod\u00e8les d&#8217;IA, quelle que soit leur nature, convergeraient vers une m\u00eame repr\u00e9sentation du monde.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">L&#8217;all\u00e9gorie de la caverne sert de fil conducteur : les donn\u00e9es d&#8217;entra\u00eenement seraient les ombres d&#8217;une r\u00e9alit\u00e9 sous-jacente. Au passage, les repr\u00e9sentations \u00ab one-hot \u00bb et leurs limites, l&#8217;int\u00e9r\u00eat des repr\u00e9sentations distribu\u00e9es, et diff\u00e9rentes m\u00e9thodes pour les apprendre.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Voir aussi : <a href=\"https:\/\/smalltalks.eu\/blog\/?p=1142\">interpr\u00e9ter un r\u00e9seau de neurones<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u00c9mission \u00ab 5 minutes 1 papier \u00bb d&#8217;Artificialis.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Premi\u00e8re partie d&#8217;un \u00e9pisode consacr\u00e9 \u00e0 l&#8217;article The Platonic Representation Hypothesis : les mod\u00e8les d&#8217;IA, quelle que soit leur nature, convergeraient vers une m\u00eame repr\u00e9sentation du monde. L&#8217;all\u00e9gorie de la caverne sert de fil conducteur : les donn\u00e9es d&#8217;entra\u00eenement seraient les ombres d&#8217;une r\u00e9alit\u00e9 sous-jacente. Au passage, les repr\u00e9sentations \u00ab one-hot \u00bb et leurs limites, l&#8217;int\u00e9r\u00eat des repr\u00e9sentations distribu\u00e9es, et diff\u00e9rentes m\u00e9thodes pour les apprendre. Voir aussi : interpr\u00e9ter un r\u00e9seau de neurones. \u00c9mission \u00ab 5 minutes 1 papier \u00bb&#8230;<\/p>\n<p class=\"read-more\"><a class=\"btn btn-default\" href=\"https:\/\/smalltalks.eu\/blog\/2024\/08\/01\/platon-et-lia-comment-les-modeles-representent-ils-le-monde-artificialis\/\"> Read More<span class=\"screen-reader-text\">  Read More<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[110,202],"tags":[],"class_list":["post-1143","post","type-post","status-publish","format-standard","hentry","category-theme-intelligence-artificielle","category-theme-philosophie"],"_links":{"self":[{"href":"https:\/\/smalltalks.eu\/blog\/wp-json\/wp\/v2\/posts\/1143","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smalltalks.eu\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smalltalks.eu\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smalltalks.eu\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/smalltalks.eu\/blog\/wp-json\/wp\/v2\/comments?post=1143"}],"version-history":[{"count":1,"href":"https:\/\/smalltalks.eu\/blog\/wp-json\/wp\/v2\/posts\/1143\/revisions"}],"predecessor-version":[{"id":1166,"href":"https:\/\/smalltalks.eu\/blog\/wp-json\/wp\/v2\/posts\/1143\/revisions\/1166"}],"wp:attachment":[{"href":"https:\/\/smalltalks.eu\/blog\/wp-json\/wp\/v2\/media?parent=1143"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smalltalks.eu\/blog\/wp-json\/wp\/v2\/categories?post=1143"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smalltalks.eu\/blog\/wp-json\/wp\/v2\/tags?post=1143"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}