{"id":518,"date":"2025-10-27T09:00:00","date_gmt":"2025-10-27T08:00:00","guid":{"rendered":"https:\/\/smalltalks.eu\/blog\/?p=518"},"modified":"2026-09-26T15:29:08","modified_gmt":"2026-09-26T13:29:08","slug":"mysteres-mathematiques-dintelligences-pas-si-artificielles-stephane-mallat-college-de-france","status":"publish","type":"post","link":"https:\/\/smalltalks.eu\/blog\/2025\/10\/27\/mysteres-mathematiques-dintelligences-pas-si-artificielles-stephane-mallat-college-de-france\/","title":{"rendered":"Myst\u00e8res math\u00e9matiques d&#8217;intelligences pas si artificielles (St\u00e9phane Mallat &#8211; Coll\u00e8ge de France)"},"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=\"Myst\u00e8res math\u00e9matiques d\u2019intelligences pas si artificielles - St\u00e9phane Mallat\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/xdDKq59MaxU?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\">Les r\u00e9seaux de neurones sont entra\u00een\u00e9s pour estimer les r\u00e9ponses \u00e0 des questions par un calcul statistique. La pr\u00e9cision de ces r\u00e9ponses, malgr\u00e9 l&#8217;explosion du nombre de possibles, montre qu&#8217;ils exploitent la <strong>structure sous-jacente<\/strong> des probl\u00e8mes. Cela constitue une forme de connaissance.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Le math\u00e9maticien <strong>St\u00e9phane Mallat<\/strong>, professeur au Coll\u00e8ge de France, en donne un \u00e9clairage math\u00e9matique, tout en reconnaissant qu&#8217;elle demeure en grande partie myst\u00e9rieuse. Il met en \u00e9vidence les liens profonds avec les approches philosophiques de la connaissance, la neurophysiologie et la physique statistique.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Conf\u00e9rence du 16 octobre 2025, colloque de rentr\u00e9e du Coll\u00e8ge de France \u00ab Formes de l&#8217;intelligence : IA, connaissance, d\u00e9duction, apprentissage \u00bb.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Les r\u00e9seaux de neurones sont entra\u00een\u00e9s pour estimer les r\u00e9ponses \u00e0 des questions par un calcul statistique. La pr\u00e9cision de ces r\u00e9ponses, malgr\u00e9 l&#8217;explosion du nombre de possibles, montre qu&#8217;ils exploitent la structure sous-jacente des probl\u00e8mes. Cela constitue une forme de connaissance. Le math\u00e9maticien St\u00e9phane Mallat, professeur au Coll\u00e8ge de France, en donne un \u00e9clairage math\u00e9matique, tout en reconnaissant qu&#8217;elle demeure en grande partie myst\u00e9rieuse. Il met en \u00e9vidence les liens profonds avec les approches philosophiques de la connaissance, la&#8230;<\/p>\n<p class=\"read-more\"><a class=\"btn btn-default\" href=\"https:\/\/smalltalks.eu\/blog\/2025\/10\/27\/mysteres-mathematiques-dintelligences-pas-si-artificielles-stephane-mallat-college-de-france\/\"> 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":[66,35,186,110],"tags":[],"class_list":["post-518","post","type-post","status-publish","format-standard","hentry","category-college-de-france","category-conferences","category-stephane-mallat","category-theme-intelligence-artificielle"],"_links":{"self":[{"href":"https:\/\/smalltalks.eu\/blog\/wp-json\/wp\/v2\/posts\/518","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=518"}],"version-history":[{"count":1,"href":"https:\/\/smalltalks.eu\/blog\/wp-json\/wp\/v2\/posts\/518\/revisions"}],"predecessor-version":[{"id":547,"href":"https:\/\/smalltalks.eu\/blog\/wp-json\/wp\/v2\/posts\/518\/revisions\/547"}],"wp:attachment":[{"href":"https:\/\/smalltalks.eu\/blog\/wp-json\/wp\/v2\/media?parent=518"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smalltalks.eu\/blog\/wp-json\/wp\/v2\/categories?post=518"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smalltalks.eu\/blog\/wp-json\/wp\/v2\/tags?post=518"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}