{"id":760,"date":"2019-10-11T11:24:50","date_gmt":"2019-10-11T09:24:50","guid":{"rendered":"https:\/\/blog.unifr.ch\/create\/?p=760"},"modified":"2019-11-19T09:37:37","modified_gmt":"2019-11-19T08:37:37","slug":"eduquer-les-ia-breve-reflexion-prospective-sur-un-possible-nouveau-role-des-enseignants","status":"publish","type":"post","link":"https:\/\/blog.unifr.ch\/create\/eduquer-les-ia-breve-reflexion-prospective-sur-un-possible-nouveau-role-des-enseignants\/","title":{"rendered":"\u00c9duquer les IA. Br\u00e8ve r\u00e9flexion prospective sur un possible nouveau r\u00f4le des enseignants"},"content":{"rendered":"<p>Apr\u00e8s les <a href=\"https:\/\/en.wikipedia.org\/wiki\/Tay_(bot)\" target=\"_blank\" rel=\"noopener noreferrer\">vulgarit\u00e9s et obsc\u00e9nit\u00e9s de Tay<\/a>, le <a href=\"https:\/\/www.lefigaro.fr\/secteur\/high-tech\/2018\/12\/07\/32001-20181207ARTFIG00141-un-infirmier-ou-une-infirmiere-google-veut-rendre-ses-traductions-moins-sexistes.php\" target=\"_blank\" rel=\"noopener noreferrer\">sexisme<\/a> des IA utilis\u00e9es dans les traducteurs automatiques, le <a href=\"https:\/\/twitter.com\/jackyalcine\/status\/615329515909156865\/photo\/1\" target=\"_blank\" rel=\"noopener noreferrer\">racisme<\/a> tel qu\u2019une IA indique gorille sur la photo de deux personnes afro-am\u00e9ricaines&#8230; il semble \u00e9vident que l&#8217;apprentissage profond des IA rendus possibles gr\u00e2ce \u00e0 de gigantesques bases des donn\u00e9es reste encore probl\u00e9matique. La <a href=\"https:\/\/www.youtube.com\/watch?v=42KUjy8Ql1o&amp;feature=youtu.be\" target=\"_blank\" rel=\"noopener noreferrer\">conf\u00e9rence de Kate Crowford et Trevor Paglen (2019)<\/a> \u2013 th\u00e9matisant le probl\u00e8me autour des banques d&#8217;images et de photos \u2013 explique brillamment l&#8217;ampleur des d\u00e9fis : techniques, certes, mais politiques et soci\u00e9taux, voire philosophiques. Mais r\u00eavons et tentons la prospection, notamment suite \u00e0 de nouvelles potentialit\u00e9s techniques annonc\u00e9es comme \u00e9patantes (voir notamment l&#8217;annonce de la <a href=\"https:\/\/arxiv.org\/abs\/1909.08665\" target=\"_blank\" rel=\"noopener noreferrer\">cr\u00e9ation d&#8217;un r\u00e9seau de neurones artificiels de 0,3\u00a0milliard de synapses<\/a>, repr\u00e9sentant l&#8217;\u00e9quivalent de 1mm2 de cortex humain).<\/p>\n<p>Imaginons qu&#8217;il devienne possible de recr\u00e9er un <em>machin-truc<\/em> qui s&#8217;approche de pr\u00e8s ou de loin des potentialit\u00e9s humaines. J&#8217;entends par l\u00e0 que cette <em>machine-chose<\/em> aurait elle aussi des milliards de capteurs thermiques, de pression, de photor\u00e9cepteurs, de capteurs olfactifs, de douleurs, de proprioceptions, de vibrations&#8230; (pour rappel, un \u0153il poss\u00e8de \u00e0 lui seul plus de 130 millions de photor\u00e9cepteurs) qui, m\u00eal\u00e9s \u00e0 d&#8217;innombrables connexions rendues possibles par notre syst\u00e8me nerveux extraordinairement complexe, communiqueraient entre eux. Quelles bases de donn\u00e9es suffiront pour permettre \u00e0 cette intelligence artificielle d&#8217;apprendre ? Quelle dur\u00e9e sera n\u00e9cessaire pour qu&#8217;elle s&#8217;approprie cette base de donn\u00e9es ?<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-764 alignnone\" src=\"https:\/\/blog.unifr.ch\/create\/wp-content\/uploads\/sites\/6\/2019\/10\/piano.jpg\" alt=\"\" width=\"960\" height=\"441\" srcset=\"https:\/\/blog.unifr.ch\/create\/wp-content\/uploads\/2019\/10\/piano.jpg 960w, https:\/\/blog.unifr.ch\/create\/wp-content\/uploads\/2019\/10\/piano-768x353.jpg 768w, https:\/\/blog.unifr.ch\/create\/wp-content\/uploads\/2019\/10\/piano-435x200.jpg 435w, https:\/\/blog.unifr.ch\/create\/wp-content\/uploads\/2019\/10\/piano-871x400.jpg 871w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/><\/p>\n<p><em><span style=\"color: #999999\">(Notons que cette technologie est au fait d\u00e9j\u00e0 ma\u00eetris\u00e9e. On fait des enfants et on les \u00e9duque \ud83d\ude09<\/span><\/em><\/p>\n<p>Sans aller jusqu&#8217;\u00e0 cet extr\u00eame de r\u00e9plication des potentialit\u00e9s humaines, il semble logique d&#8217;imaginer que plus la complexit\u00e9 de l&#8217;IA est d\u00e9velopp\u00e9e, plus son apprentissage deviendra d\u00e9fiant. J&#8217;aime \u00e0 croire que prochainement, les ing\u00e9nieurs IT et les data scientists viendront toquer aux portes des Universit\u00e9s formant les enseignants pour tenter de dessiner la formation la plus ad\u00e9quate possible pour ces IA. Ce sera teint\u00e9 d&#8217;un projet de soci\u00e9t\u00e9 qu&#8217;ensemble, IT specialist et enseignant, choisiront les exp\u00e9riences et les m\u00e9diations qui seront offertes \u00e0 la machine pour lui permettre d&#8217;apprendre.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Apr\u00e8s les vulgarit\u00e9s et obsc\u00e9nit\u00e9s de Tay, le sexisme des IA utilis\u00e9es dans les traducteurs automatiques, le racisme tel qu\u2019une IA indique gorille sur la photo de deux personnes afro-am\u00e9ricaines&#8230; il semble \u00e9vident que l&#8217;apprentissage profond des IA rendus possibles gr\u00e2ce \u00e0 de gigantesques bases des donn\u00e9es reste encore probl\u00e9matique. La conf\u00e9rence de Kate Crowford [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":761,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-760","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-non-classe"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u00c9duquer les IA. 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Br\u00e8ve r\u00e9flexion prospective sur un possible nouveau r\u00f4le des enseignants | CRE\/ATE\" \/>\n<meta property=\"og:description\" content=\"Apr\u00e8s les vulgarit\u00e9s et obsc\u00e9nit\u00e9s de Tay, le sexisme des IA utilis\u00e9es dans les traducteurs automatiques, le racisme tel qu\u2019une IA indique gorille sur la photo de deux personnes afro-am\u00e9ricaines&#8230; il semble \u00e9vident que l&#8217;apprentissage profond des IA rendus possibles gr\u00e2ce \u00e0 de gigantesques bases des donn\u00e9es reste encore probl\u00e9matique. 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