{"id":2041,"date":"2017-10-23T09:17:16","date_gmt":"2017-10-23T07:17:16","guid":{"rendered":"http:\/\/blog.nextdoor.fr\/?p=2041"},"modified":"2022-12-09T16:00:43","modified_gmt":"2022-12-09T15:00:43","slug":"intelligence-artificielle-data-soyons-lucides","status":"publish","type":"post","link":"https:\/\/www.wojo.com\/blog\/fr\/la-boite-du-futur\/intelligence-artificielle-data-soyons-lucides\/","title":{"rendered":"[Intelligence artificielle - \u00e9p. 5] IA et data, un couple parti pour durer"},"content":{"rendered":"<p><!-- wp:paragraph --><\/p>\n<p><strong>DOSSIER<\/strong><\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:list --><\/p>\n<ul>\n<li><a href=\"https:\/\/www.wojo.com\/blog\/fr\/la-boite-a-outils\/2017\/07\/24\/ne-restons-idiots-de-lintelligence-artificielle-episode-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">Ne restons pas les idiots utiles de l\u2019IA \u2013 \u00e9pisode 1<\/a><\/li>\n<li><a href=\"https:\/\/www.wojo.com\/blog\/fr\/la-boite-a-outils\/2017\/09\/12\/ne-restons-idiots-utiles-de-lintelligence-artificielle-episode-2\/\" target=\"_blank\" rel=\"noopener noreferrer\">Ne restons pas les idiots utiles de l\u2019IA \u2013 \u00e9pisode 2<\/a><\/li>\n<li><a href=\"https:\/\/www.wojo.com\/blog\/fr\/la-boite-du-futur\/ne-restons-idiots-utiles-de-lia-episode-3-intelligence-artificielle-forte-faible-difference\/\" target=\"_blank\" rel=\"noopener noreferrer\">Ne restons pas les idiots utiles de l\u2019IA \u2013 \u00e9pisode 3<\/a><\/li>\n<li><a href=\"https:\/\/www.wojo.com\/blog\/fr\/la-boite-du-futur\/intelligence-artificielle-ne-laissez-bluffer\/\" target=\"_blank\" rel=\"noopener noreferrer\">Ne restons pas les idiots utiles de l\u2019IA \u2013 \u00e9pisode 4<\/a><\/li>\n<li><a href=\"https:\/\/www.wojo.com\/blog\/fr\/la-boite-du-futur\/intelligence-artificielle-data-soyons-lucides\/\" target=\"_blank\" rel=\"noopener noreferrer\">Ne restons pas les idiots utiles de l'IA - \u00e9pisode 5<\/a><\/li>\n<li><a href=\"https:\/\/www.wojo.com\/blog\/fr\/la-boite-du-futur\/intelligence-artificielle-data-serions-idiots-accomplis\/\">Ne restons pas les idiots utiles de l'IA - \u00e9pisode 6<\/a><\/li>\n<\/ul>\n<p><!-- \/wp:list --><\/p>\n<p><!-- wp:separator --><\/p>\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n<!-- \/wp:separator --><\/p>\n<p><!-- wp:heading --><\/p>\n<h2><strong>Ne restons pas les idiots utiles de l\u2019IA - \u00e9pisode 5<\/strong><\/h2>\n<p><!-- \/wp:heading --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p><em>L'intelligence artificielle suscite autant d'enthousiasme sur son potentiel, que d'inqui\u00e9tude. S\u00e9bastien Morizot, VP digital &amp; CDO chez Wojo, r\u00e9pond \u00e0 nos questions sur l\u2019IA<\/em> <em>au gr\u00e9 des \u00e9pisodes de notre saga. L\u2019\u00e9pisode 5 est\u00a0consacr\u00e9e \u00e0 Data et intelligence artificielle, un couple qui semble parti pour durer. <\/em><\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:heading --><\/p>\n<h2><strong>On voit bien que la puissance des programmes de jeu \u00e9voqu\u00e9s dans nos pr\u00e9c\u00e9dents \u00e9pisodes vient, de leur rapidit\u00e9 de calcul et de leur possibilit\u00e9 d\u2019amasser une quantit\u00e9 (illimit\u00e9e) de donn\u00e9es.\u00a0Data et intelligence artificielle sont donc forc\u00e9ment li\u00e9es\u00a0?<\/strong><\/h2>\n<p><!-- \/wp:heading --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p><strong>S.M.\u00a0: <\/strong>Oui. La data est la meilleure source de compilation pour l\u2019IA et c\u2019est celle qui donne l\u2019acc\u00e8s \u00e0 la mod\u00e9lisation. Sans data, pas de r\u00e9flexion (m\u00eame pour nous).<\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p>Un humain acquiert sa data par l\u2019observation et l\u2019exp\u00e9rience. L\u2019IA, elle, a besoin d\u2019une data <u>et<\/u> d\u2019algorithmes \u00e0 traiter. Seulement alors, elle commence \u00e0 pouvoir observer le r\u00e9sultat de \u00ab\u00a0ses\u00a0\u00bb propres tests pour les am\u00e9liorer. L\u2019IA n\u2019existe donc pas sans l\u2019homme qui lui livre la data, et lui d\u00e9finit un algorithme (une mission, en quelque sorte).<\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:heading --><\/p>\n<h2>Pourrais-tu nous citer des cas concrets d'utilisation combin\u00e9e de la data et de l'intelligence artificielle ? <\/h2>\n<p><!-- \/wp:heading --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p>S.M. : Il est int\u00e9ressant de relever des cas concrets, comme la <a href=\"https:\/\/www.wojo.com\/blog\/fr\/la-boite-du-futur\/les-enjeux-de-la-voiture-autonome\/\" target=\"_blank\" rel=\"noopener noreferrer\">voiture autonome<\/a>, illustrant combien la data est la condition du d\u00e9veloppement de l\u2019IA.<\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p>Ainsi, afin d\u2019acc\u00e9l\u00e9rer les progr\u00e8s \u00e0 moindre co\u00fbt (et surtout avec moins de risques), Waimo (une filiale de Google) a d\u00e9velopp\u00e9 un simulateur afin de permettre \u00e0 l\u2019algorithme charg\u00e9 du pilotage du v\u00e9hicule de\u2026&nbsp;<a href=\"http:\/\/www.journaldugeek.com\/2017\/09\/11\/google-simulateur-accelerer-apprentissage-vehicules-autonomes\/\" target=\"_blank\" rel=\"noopener noreferrer\">s\u2019entra\u00eener<\/a> !<\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p>Dans un tout autre domaine, la soci\u00e9t\u00e9 Deepmind, qui a d\u00e9velopp\u00e9 AlphaGo (le vainqueur du jeu de go), travaille en r\u00e9alit\u00e9 \u00e0 combiner les techniques d\u2019apprentissage, les neurosciences et l\u2019IA afin de construire des algorithmes surpuissants pour\u2026 comprendre le fonctionnement du cerveau humain. Deepmind tente ainsi d\u2019\u00e9laborer des programmes qui accumulent des \u00ab&nbsp;souvenirs&nbsp;\u00bb (des donn\u00e9es) et savent s\u2019en servir pour effectuer des t\u00e2ches qu\u2019ils ne sauraient accomplir sans ces souvenirs.<\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:heading --><\/p>\n<h2><strong>Donc en termes de recherche tout l\u2019enjeu de l\u2019IA r\u00e9siderait non pas dans l\u2019accumulation de donn\u00e9es et la vitesse de traitement, mais dans bien dans sa capacit\u00e9 \u00e0 utiliser \u00e0 bon escient et <em>d\u00e9lib\u00e9r\u00e9ment<\/em> cette donn\u00e9e\u00a0?<\/strong><\/h2>\n<p><!-- \/wp:heading --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p><strong>S.M.\u00a0:<\/strong> Certains ont peur d'\u00eatre trait\u00e9s de parano\u00efaques en formulant que, lorsque Deepmind s\u2019associe au jeu <a href=\"http:\/\/bit.ly\/2wUIgxI\" target=\"_blank\" rel=\"noreferrer noopener\">StarCraft II<\/a> pour permettre aux internautes de jouer contre une machine, il ne fait rien d\u2018autre que de trouver un astucieux moyen de r\u00e9colter une masse de donn\u00e9es consid\u00e9rable et tester ses programmes en live pour avancer sur sa connaissance du cerveau humain. Bien entendu c\u2019est anxiog\u00e8ne, et il est important de travailler d\u00e8s maintenant sur la gouvernance et la gestion des droits autours des <strong>donn\u00e9es<\/strong> afin de limiter le risque intrusif de ce type de d\u00e9marche.<\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p>C\u2019est \u00e0 nous en tant qu\u2019individus mais aussi aux \u00e9tats, sans oublier les entreprises qui doivent se doter d\u2019une d\u00e9ontologie, de fixer les limites\u00a0: le sujet est d\u2019actualit\u00e9\u00a0! L\u2019agence espagnole de protection des donn\u00e9es vient ainsi de condamner Facebook \u00e0 <a href=\"https:\/\/www.challenges.fr\/high-tech\/protection-des-donnees-facebook-ecope-d-une-amende-de-1-2-million-d-euros_498616\" target=\"_blank\" rel=\"noopener noreferrer\">1,2 million d\u2019euros d\u2019amende <\/a>pour avoir collect\u00e9 \u00ab\u00a0<em>des donn\u00e9es<\/em> \"<em>sur l'id\u00e9ologie, le sexe, les croyances religieuses, les go\u00fbts personnels et la navigation (sur Internet), sans informer de mani\u00e8re claire\" les internautes, sur l'usage qui en sera fait<\/em>\u00a0\u00bb.<\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p>D\u00e9couvrez la suite et fin de notre dossier sp\u00e9cial consacr\u00e9 \u00e0 l'intelligence artificielle avec <a href=\"https:\/\/www.wojo.com\/blog\/fr\/la-boite-du-futur\/intelligence-artificielle-data-serions-idiots-accomplis\/\" target=\"_blank\" rel=\"noreferrer noopener\">l'\u00e9pisode 6<\/a>. <\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:heading --><\/p>\n<h2>A propos de S\u00e9bastien Morizot, VP et CDO chez Wojo<\/h2>\n<p><!-- \/wp:heading --><\/p>\n<p><!-- wp:image {\"align\":\"left\",\"id\":60483,\"width\":137,\"height\":176,\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} --><\/p>\n<figure class=\"wp-block-image alignleft size-full is-resized\"><img src=\"https:\/\/www.wojo.com\/blog\/wp-content\/uploads\/2022\/12\/Sebastien-Morizot-Intelligence-artificielle-1.jpg\" alt=\"\" class=\"wp-image-60483\" width=\"137\" height=\"176\"\/><\/figure>\n<p><!-- \/wp:image --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p><strong>S\u00e9bastien est VP digital &amp; CDO chez Wojo. \u00c0 ce titre, il dote les Wojo de la connectique et \u00e9quipements high tech utiles, mais accompagne \u00e9galement les entreprises dans leur transformation digitale globale. Sa mission est alors de doter les \u00e9quipes d\u2019outils informatiques qui r\u00e9pondent pr\u00e9cis\u00e9ment \u00e0 leurs besoins (et autant que possible, \u00e0 leurs envies\u00a0!), mais aussi d\u2019\u00e9quiper le b\u00e2timent de toutes les options n\u00e9cessaires (mat\u00e9riel informatique, s\u00e9curit\u00e9, connexion, appli\u2026), ce dernier \u00e9tant pens\u00e9 comme un levier de bien-\u00eatre et de performance.\u00a0<\/strong><\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:buttons --><\/p>\n<div class=\"wp-block-buttons\"><!-- wp:button {\"backgroundColor\":\"vivid-cyan-blue\",\"align\":\"center\"} --><\/p>\n<div class=\"wp-block-button aligncenter\"><a class=\"wp-block-button__link has-vivid-cyan-blue-background-color has-background\" href=\"https:\/\/www.wojo.com\/fr-FR\" target=\"_blank\" rel=\"noreferrer noopener\">D\u00e9couvrir les espaces de travail Wojo<\/a><\/div>\n<p><!-- \/wp:button --><\/div>\n<p><!-- \/wp:buttons --><\/p>\n","protected":false},"excerpt":{"rendered":"<p>DOSSIER Ne restons pas les idiots utiles de l\u2019IA \u2013 \u00e9pisode 1 Ne restons pas les idiots utiles de l\u2019IA \u2013 \u00e9pisode 2 Ne restons pas les idiots utiles de l\u2019IA \u2013 \u00e9pisode 3 Ne restons pas les idiots utiles de l\u2019IA \u2013 \u00e9pisode 4 Ne restons pas les idiots utiles de l'IA - \u00e9pisode [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2043,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"podcast_url_v2":"","footnotes":""},"categories":[13],"tags":[228,268],"class_list":["post-2041","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-la-boite-du-futur","tag-innovation-fr","tag-inspiration-fr"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data et intelligence artificielle : un couple parti pour durer<\/title>\n<meta name=\"description\" content=\"Comment data et intelligence artificielle \u00e9voluent de concert pour progresser dans l&#039;automatisation et la r\u00e9plication de t\u00e2ches ? 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