{"id":80504,"date":"2024-05-15T08:28:27","date_gmt":"2024-05-15T06:28:27","guid":{"rendered":"https:\/\/visionarymarketing.com\/?p=80504"},"modified":"2024-05-15T19:19:49","modified_gmt":"2024-05-15T17:19:49","slug":"demystifier-lia","status":"publish","type":"post","link":"https:\/\/visionarymarketing.com\/fr\/2024\/05\/15\/demystifier-lia\/","title":{"rendered":"Le travail \u00e0 l&rsquo;\u00e8re de l&rsquo;IA"},"content":{"rendered":"<p style=\"font-weight: 400;\"><em>Aur\u00e9lie Jean s\u2019est donn\u00e9 pour mission de d\u00e9mystifier l\u2019IA lors de sa keynote d\u2019ouverture de la 5<sup>e<\/sup> \u00e9dition de la conf\u00e9rence <a href=\"https:\/\/www.ready-for-it.com\" target=\"_blank\" rel=\"noopener\">Ready for IT<\/a> \u00e0 Monaco le 14\u00a0mai 2024. La t\u00e2che est immense. On entend en effet beaucoup de b\u00eatises sur ce sujet et certaines assertions qui s\u00e8ment la panique dans la population \u00e0 qui on promet de voir la <\/em><a href=\"https:\/\/visionarymarketing.com\/fr\/2024\/03\/18\/ia-et-emploi\/\"><em>disparition massive des emplois<\/em><\/a><em>. Ces annonces sont apocalyptiques et erron\u00e9es selon la <\/em><a href=\"https:\/\/fr.wikipedia.org\/wiki\/Aur%C3%A9lie_Jean\"><em>chercheuse fran\u00e7aise<\/em><\/a><em> qui enseigne au MIT Sloan school of Management. Elle voit dans ces annonces le signe que \u00ab\u00a0pour la premi\u00e8re fois, les cols blancs sont touch\u00e9s par l\u2019innovation\u00a0\u00bb. Selon elle, c\u2019est pour cela que la panique s\u2019installe. <\/em><\/p>\n<h2>Le travail \u00e0 l&rsquo;\u00e8re de l&rsquo;IA : d\u00e9mystifier l&rsquo;intelligence artificielle<\/h2>\n<figure id=\"attachment_80506\" aria-describedby=\"caption-attachment-80506\" style=\"width: 1200px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-80506 size-full\" src=\"https:\/\/visionarymarketing.com\/wp-content\/uploads\/2024\/05\/img-2783-e1715793526683.jpg\" alt=\"Le travail \u00e0 l'\u00e8re de l'IA : d\u00e9mystifier l'intelligence artificielle\" width=\"1200\" height=\"675\" srcset=\"https:\/\/visionarymarketing.com\/wp-content\/uploads\/2024\/05\/img-2783-e1715793526683.jpg 1200w, https:\/\/visionarymarketing.com\/wp-content\/uploads\/2024\/05\/img-2783-e1715793526683-500x281.jpg 500w, https:\/\/visionarymarketing.com\/wp-content\/uploads\/2024\/05\/img-2783-e1715793526683-1024x576.jpg 1024w, https:\/\/visionarymarketing.com\/wp-content\/uploads\/2024\/05\/img-2783-e1715793526683-768x432.jpg 768w, https:\/\/visionarymarketing.com\/wp-content\/uploads\/2024\/05\/img-2783-e1715793526683-390x220.jpg 390w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><figcaption id=\"caption-attachment-80506\" class=\"wp-caption-text\">Le travail \u00e0 l\u2019\u00e8re de l\u2019IA\u00a0: titre de la pr\u00e9sentation d\u2019Aur\u00e9lie Jean<\/figcaption><\/figure>\n<h3>Il est difficile de d\u00e9mystifier l&rsquo;IA<\/h3>\n<p style=\"font-weight: 400;\">D\u00e9mystifier l\u2019IA est un travail d\u00e9licat. Il semblerait que ceux qui comprennent le mieux le sujet soient aussi ceux qui essaient d\u2019en nuancer l\u2019impact. De l\u2019autre c\u00f4t\u00e9, les r\u00e9actions sont extr\u00eames : d\u2019une part de l\u2019\u00e9merveillement pas toujours justifi\u00e9, et de l\u2019autre une panique qui ne l\u2019est pas plus.<!--more--><\/p>\n<h3>D\u00e9mystifier l&rsquo;IA et les annonces \u00e0 l&#8217;emporte-pi\u00e8ce<\/h3>\n<blockquote class=\"quote-light\">\n<p style=\"font-weight: 400;\">Pour illustrer son propos, Aur\u00e9lie Jean a cit\u00e9 quelques phrases r\u00e9colt\u00e9es ci et l\u00e0 dans la presse, sans pour autant en nommer les auteurs.<\/p>\n<p>\u00ab\u00a0Les lA sont racistes et sexistes\u00a0\u00bb<\/p>\n<p>\u00ab\u00a0Les lA vont exterminer les humains\u00a0\u00bb<\/p>\n<p>\u00ab\u00a0Les lA auront des \u00e9motions\u00a0\u00bb<\/p>\n<p>\u00ab\u00a0Les lA vont remplacer les hommes\u00a0\u00bb<\/p>\n<p>\u00ab\u00a0Les robots devraient avoir des droits\u00a0\u00bb<\/p>\n<p>\u00ab\u00a0Les lA seront conscientes de leur existence\u00a0\u00bb<\/p>\n<p>\u2026<\/p><\/blockquote>\n<p style=\"font-weight: 400;\">Autant d\u2019assertions fausses et nocives selon la pr\u00e9sentatrice.<\/p>\n<h3>Distinguer IA implicites et explicites<\/h3>\n<p style=\"font-weight: 400;\">Il faut d\u2019abord apprendre \u00e0 distinguer les diff\u00e9rents types d\u2019IA, nous a confi\u00e9 Aur\u00e9lie Jean. D\u2019un c\u00f4t\u00e9 les \u00ab IA explicites \u00bb (\u00e0 base d\u2019arbres de d\u00e9cision, d\u2019\u00e9quations, de calculs, comme les pr\u00e9visions m\u00e9t\u00e9o). Et de l\u2019autre c\u00f4t\u00e9 les \u00ab IA implicites \u00bb, \u00e0 base de machine learning, par exemple.<\/p>\n<p style=\"font-weight: 400;\">On pourrait d\u2019ailleurs commencer par cesser d\u2019utiliser ce terme d\u2019IA, qui est un mot-valise qui recouvre tant de r\u00e9alit\u00e9s diverses. H\u00e9las\u00a0! Il est bien trop pratique et entr\u00e9 dans les m\u0153urs pour dispara\u00eetre \u00e0 court terme.<\/p>\n<figure id=\"attachment_80507\" aria-describedby=\"caption-attachment-80507\" style=\"width: 1200px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-80507 size-full\" src=\"https:\/\/visionarymarketing.com\/wp-content\/uploads\/2024\/05\/img-2786.jpg\" alt=\"Le travail \u00e0 l'\u00e8re de l'IA : d\u00e9mystifier l'intelligence artificielle\" width=\"1200\" height=\"675\" srcset=\"https:\/\/visionarymarketing.com\/wp-content\/uploads\/2024\/05\/img-2786.jpg 1200w, https:\/\/visionarymarketing.com\/wp-content\/uploads\/2024\/05\/img-2786-500x281.jpg 500w, https:\/\/visionarymarketing.com\/wp-content\/uploads\/2024\/05\/img-2786-1024x576.jpg 1024w, https:\/\/visionarymarketing.com\/wp-content\/uploads\/2024\/05\/img-2786-768x432.jpg 768w, https:\/\/visionarymarketing.com\/wp-content\/uploads\/2024\/05\/img-2786-390x220.jpg 390w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><figcaption id=\"caption-attachment-80507\" class=\"wp-caption-text\">Difficile de faire la peau \u00e0 ces mythes qui collent \u00e0 l&rsquo;IA et sont r\u00e9pandus par des oiseaux de mauvais augure.<\/figcaption><\/figure>\n<h3>Avant tout savoir \u00e0 quoi l\u2019IA peut servir<\/h3>\n<p style=\"font-weight: 400;\">Mais pour commencer il faut savoir \u00e0 quoi l\u2019IA peut nous servir ajoute la chercheuse qui est aussi entrepreneuse et \u00e0 la t\u00eate de deux entreprises, <a href=\"https:\/\/www.linkedin.com\/company\/in-silico-veritas-llc\/\">In Silico Veritas<\/a>, une agence de d\u00e9veloppement, et <a href=\"https:\/\/www.linkedin.com\/company\/infra-x-ai\/\">Infra<\/a>, une start-up d\u00e9di\u00e9e \u00e0 la d\u00e9tection par l\u2019IA.<\/p>\n<p style=\"font-weight: 400;\">Selon elle, l&rsquo;IA peut nous aider dans cinq directions diff\u00e9rentes :<\/p>\n<ul>\n<li>R\u00e9soudre un probl\u00e8me<\/li>\n<li>Anticiper ou pr\u00e9dire un \u00e9v\u00e9nement<\/li>\n<li>Recommander un contenu<\/li>\n<li>Automatiser une t\u00e2che<\/li>\n<li>Comprendre des ph\u00e9nom\u00e8nes que l\u2019on ne saisit pas intuitivement.<\/li>\n<\/ul>\n<p style=\"font-weight: 400;\">On peut trouver, en cherchant un peu, un grand nombre d\u2019usages compl\u00e9mentaires [synth\u00e9tiser ou traduire un texte, produire ou retoucher une image, etc.]. Mais on voit bien que le but de ces t\u00e2ches n\u2019est pas de remplacer l\u2019homme.<\/p>\n<h3>Ne pas raisonner m\u00e9tier, mais penser t\u00e2ches<\/h3>\n<p style=\"font-weight: 400;\">Parmi les incompr\u00e9hensions, selon Aur\u00e9lie Jean, il y a la confusion entre les m\u00e9tiers et les t\u00e2ches.<\/p>\n<p style=\"font-weight: 400;\">Il ne faut pas parler de l&rsquo;influence de l&rsquo;IA sur les emplois dans la globalit\u00e9, mais davantage des t\u00e2ches constitutives de ces m\u00e9tiers. Car l\u2019IA intervient sur des t\u00e2ches sp\u00e9cifiques.<\/p>\n<p style=\"font-weight: 400;\">C\u2019\u00e9tait d\u2019ailleurs la teneur de la recommandation du rapport envoy\u00e9 au gouvernement d\u00e9but 2024 et que <a href=\"https:\/\/visionarymarketing.com\/fr\/2024\/03\/18\/ia-et-emploi\/\">nous avons analys\u00e9 sur ce point<\/a>.<\/p>\n<figure id=\"attachment_80508\" aria-describedby=\"caption-attachment-80508\" style=\"width: 1200px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-80508 size-full\" src=\"https:\/\/visionarymarketing.com\/wp-content\/uploads\/2024\/05\/img-2787.jpg\" alt=\"Le travail \u00e0 l'\u00e8re de l'IA : d\u00e9mystifier l'intelligence artificielle\" width=\"1200\" height=\"675\" srcset=\"https:\/\/visionarymarketing.com\/wp-content\/uploads\/2024\/05\/img-2787.jpg 1200w, https:\/\/visionarymarketing.com\/wp-content\/uploads\/2024\/05\/img-2787-500x281.jpg 500w, https:\/\/visionarymarketing.com\/wp-content\/uploads\/2024\/05\/img-2787-1024x576.jpg 1024w, https:\/\/visionarymarketing.com\/wp-content\/uploads\/2024\/05\/img-2787-768x432.jpg 768w, https:\/\/visionarymarketing.com\/wp-content\/uploads\/2024\/05\/img-2787-390x220.jpg 390w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><figcaption id=\"caption-attachment-80508\" class=\"wp-caption-text\">Quelques conseils de bon sens distill\u00e9s par Aur\u00e9lie Jean<\/figcaption><\/figure>\n<h3>Intelligence ou intelligences\u00a0?<\/h3>\n<p style=\"font-weight: 400;\">\u00c0 la base, la chercheuse nous enjoint de r\u00e9fl\u00e9chir \u00e0 l\u2019intelligence comme un ensemble de 3 composantes. La composante analytique [celle qui est \u00e0 la base du calcul du QI], l&rsquo;\u00e9motionnel et l&rsquo;\u00e9l\u00e9ment pratique [ou bon sens].<\/p>\n<p style=\"font-weight: 400;\">Ce sens pratique est sans doute ce qui est le plus important pour l\u2019humain. Car il comprend l\u2019instinct et l\u2019intuition, deux \u00e9l\u00e9ments qui feront toujours d\u00e9faut \u00e0 l\u2019IA selon la pr\u00e9sentatrice.<\/p>\n<p style=\"font-weight: 400;\">Pour cela elle nous renvoie aux travaux de Robert Sternberg [<a href=\"applewebdata:\/\/2AF5454D-3681-4EC4-BC08-D537ED3BF985\/Une%20vision%20triarchique%20de%20l'intelligence%20dans%20une%20perspective%20interculturelle\">vision triarchique de l\u2019intelligence<\/a>, 1988]<\/p>\n<h3>D\u00e9mystifier l&rsquo;IA et repenser le travail<\/h3>\n<p style=\"font-weight: 400;\">En d\u00e9finitive, si les annonces les plus d\u00e9lirantes circulent tant autour de l\u2019IA, c\u2019est que \u00ab\u00a0l\u2019innovation touche les cols blancs pour la premi\u00e8re fois\u00a0\u00bb, nous dit Aur\u00e9lie Jean, \u00ab\u00a0et que c\u2019est pour cela qu\u2019ils paniquent\u00a0\u00bb.<\/p>\n<p style=\"font-weight: 400;\">Ce n\u2019est probablement pas la premi\u00e8re fois que les \u00ab travailleurs du savoir \u00bb [ou knowledge workers] sont impact\u00e9s par l\u2019innovation technologique [demandez aux secr\u00e9taires ce qu\u2019elles en pensent, par exemple]. Cependant, on ne peut nier l\u2019ampleur des changements en cours.<\/p>\n<p style=\"font-weight: 400;\">Une occasion r\u00eav\u00e9e pour repenser le travail nous a dit Aur\u00e9lie Jean. Et l\u00e0 aussi il y a besoin, car il faut retrouver le sens du travail. <a href=\"https:\/\/www.lemonde.fr\/emploi\/article\/2024\/05\/02\/mais-pourquoi-j-irais-travailler-a-la-recherche-du-sens-perdu_6231115_1698637.html\">Un sens qui fait d\u00e9faut dans les entreprises<\/a> et qui est \u00e0 la source de beaucoup de maux.<\/p>\n<h3>En conclusion, formez-vous et restez calmes<\/h3>\n<p style=\"font-weight: 400;\">La premi\u00e8re chose \u00e0 faire, nous recommande Aur\u00e9lie Jean, c\u2019est de chercher \u00e0 comprendre\u00a0: \u00ab\u00a0Utiliser l\u2019IA sans comprendre de quoi on parle quand on \u00e9voque l\u2019intelligence, c\u2019est d\u00e9j\u00e0 un probl\u00e8me\u00a0\u00bb, nous a-t-elle dit. Elle nous recommande \u00e9galement de \u00ab\u00a0ne jamais utiliser de termes que l\u2019on ne pourrait pas expliquer soi-m\u00eame\u00a0\u00bb. Pour cela il faut se former, s\u2019informer et se m\u00e9fier du buzz.<\/p>\n<blockquote class=\"quote-light\"><p>Il ne faut jamais utiliser de termes que l\u2019on ne pourrait pas expliquer soi-m\u00eame<\/p><\/blockquote>\n<p style=\"font-weight: 400;\">Des conseils frapp\u00e9s au coin du bon sens qui fait tant d\u00e9faut aux IA g\u00e9n\u00e9ratives et aux technol\u00e2tres, surtout le jour o\u00f9 <a href=\"https:\/\/openai.com\/index\/hello-gpt-4o\/\" target=\"_blank\" rel=\"noopener\">OpenAI lance sa nouvelle version<\/a> encore plus r\u00e9volutionnaire que la pr\u00e9c\u00e9dente.<\/p>\n<div itemscope itemtype=\"http:\/\/schema.org\/AudioObject\"><meta itemprop=\"name\" content=\"Le travail \u00e0 l&amp;rsquo;\u00e8re de l&amp;rsquo;IA\" \/><meta itemprop=\"uploadDate\" content=\"2024-05-15T08:28:27+02:00\" \/><meta itemprop=\"encodingFormat\" content=\"audio\/mpeg\" \/><meta itemprop=\"duration\" content=\"PT42M50S\" \/><meta itemprop=\"description\" content=\"Aur\u00e9lie Jean s\u2019est donn\u00e9 pour mission de d\u00e9mystifier l\u2019IA lors de sa keynote d\u2019ouverture de la 5e \u00e9dition de la conf\u00e9rence Ready for IT \u00e0 Monaco le 14\u00a0mai 2024. La t\u00e2che est immense. On entend en effet beaucoup de b\u00eatises sur ce sujet et certaines as...\" \/><meta itemprop=\"contentUrl\" content=\"https:\/\/media.blubrry.com\/visionarymarketing_les\/agence.visionarymarketing.com\/files\/podcasts\/2024-05-15-Aurelie-Jean-demystifier-mixdown.mp3\" \/><meta itemprop=\"contentSize\" content=\"41.8\" \/><div class=\"powerpress_player\" id=\"powerpress_player_5276\"><audio class=\"wp-audio-shortcode\" id=\"audio-80504-1\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/mpeg\" src=\"https:\/\/media.blubrry.com\/visionarymarketing_les\/agence.visionarymarketing.com\/files\/podcasts\/2024-05-15-Aurelie-Jean-demystifier-mixdown.mp3?_=1\" \/><a href=\"https:\/\/media.blubrry.com\/visionarymarketing_les\/agence.visionarymarketing.com\/files\/podcasts\/2024-05-15-Aurelie-Jean-demystifier-mixdown.mp3\">https:\/\/media.blubrry.com\/visionarymarketing_les\/agence.visionarymarketing.com\/files\/podcasts\/2024-05-15-Aurelie-Jean-demystifier-mixdown.mp3<\/a><\/audio><\/div><\/div><p class=\"powerpress_links powerpress_links_mp3\" style=\"margin-bottom: 1px !important;\">Podcast: <a href=\"https:\/\/media.blubrry.com\/visionarymarketing_les\/agence.visionarymarketing.com\/files\/podcasts\/2024-05-15-Aurelie-Jean-demystifier-mixdown.mp3\" class=\"powerpress_link_pinw\" target=\"_blank\" title=\"Play in new window\" onclick=\"return powerpress_pinw('https:\/\/visionarymarketing.com\/fr\/\/?powerpress_pinw=80504-podcast');\" rel=\"nofollow\">Play in new window<\/a> | <a href=\"https:\/\/media.blubrry.com\/visionarymarketing_les\/agence.visionarymarketing.com\/files\/podcasts\/2024-05-15-Aurelie-Jean-demystifier-mixdown.mp3\" class=\"powerpress_link_d\" title=\"Download\" rel=\"nofollow\" download=\"2024-05-15-Aurelie-Jean-demystifier-mixdown.mp3\">Download<\/a> (Duration: 42:50 &#8212; 41.8MB)<\/p><p class=\"powerpress_links powerpress_subscribe_links\">Subscribe: <a href=\"https:\/\/itunes.apple.com\/us\/podcast\/visionarymarketing-les-interviews\/id731295319?mt=2&amp;ls=1#episodeGuid=https%3A%2F%2Fvisionarymarketing.com%2F%3Fp%3D80504\" class=\"powerpress_link_subscribe powerpress_link_subscribe_itunes\" target=\"_blank\" title=\"Subscribe on Apple Podcasts\" rel=\"nofollow\">Apple Podcasts<\/a> | <a href=\"https:\/\/open.spotify.com\/show\/52VnZ1mhVSnDs4tQOx7Vuc\" class=\"powerpress_link_subscribe powerpress_link_subscribe_spotify\" target=\"_blank\" title=\"Subscribe on Spotify\" rel=\"nofollow\">Spotify<\/a> | <a href=\"https:\/\/subscribeonandroid.com\/visionarymarketing.com\/fr\/feed\/podcast\/\" class=\"powerpress_link_subscribe powerpress_link_subscribe_android\" target=\"_blank\" title=\"Subscribe on Android\" rel=\"nofollow\">Android<\/a> | <a href=\"https:\/\/visionarymarketing.com\/fr\/feed\/podcast\/\" class=\"powerpress_link_subscribe powerpress_link_subscribe_rss\" target=\"_blank\" title=\"Subscribe via RSS\" rel=\"nofollow\">RSS<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>Aur\u00e9lie Jean s\u2019est donn\u00e9 pour mission de d\u00e9mystifier l\u2019IA lors de sa keynote d\u2019ouverture de la 5e \u00e9dition de la conf\u00e9rence Ready for IT \u00e0 Monaco le 14\u00a0mai 2024. La t\u00e2che est immense. On entend en effet beaucoup de b\u00eatises sur ce sujet et certaines assertions qui s\u00e8ment la panique dans la population \u00e0 qui &hellip;<\/p>\n","protected":false},"author":2,"featured_media":80507,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2894],"tags":[],"class_list":["post-80504","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ia-big-data"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>D\u00e9mystifier l&#039;IA : le travail \u00e0 l&#039;\u00e8re de l&#039;intelligence artificielle<\/title>\n<meta name=\"description\" content=\"Aur\u00e9lie Jean s\u2019est donn\u00e9 pour mission de d\u00e9mystifier l\u2019IA lors de sa keynote d\u2019ouverture du 5e \u00e9dition Ready for IT\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/visionarymarketing.com\/fr\/2024\/05\/15\/demystifier-lia\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"D\u00e9mystifier l&#039;IA : le travail \u00e0 l&#039;\u00e8re de l&#039;intelligence artificielle\" \/>\n<meta property=\"og:description\" content=\"Aur\u00e9lie Jean s\u2019est donn\u00e9 pour mission de d\u00e9mystifier l\u2019IA lors de sa keynote d\u2019ouverture du 5e \u00e9dition Ready for IT\" \/>\n<meta property=\"og:url\" content=\"https:\/\/visionarymarketing.com\/fr\/2024\/05\/15\/demystifier-lia\/\" \/>\n<meta property=\"og:site_name\" content=\"Marketing and Innovation\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/vismktg\" \/>\n<meta property=\"article:author\" content=\"http:\/\/facebook.com\/ygourven\" \/>\n<meta property=\"article:published_time\" content=\"2024-05-15T06:28:27+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-05-15T17:19:49+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/visionarymarketing.com\/wp-content\/uploads\/2024\/05\/img-2786.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"675\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Yann Gourvennec\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@ygourven\" \/>\n<meta name=\"twitter:site\" content=\"@ygourven\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Yann Gourvennec\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"NewsArticle\",\"@id\":\"https:\\\/\\\/visionarymarketing.com\\\/fr\\\/2024\\\/05\\\/15\\\/demystifier-lia\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/visionarymarketing.com\\\/fr\\\/2024\\\/05\\\/15\\\/demystifier-lia\\\/\"},\"author\":{\"name\":\"Yann Gourvennec\",\"@id\":\"https:\\\/\\\/visionarymarketing.com\\\/fr\\\/#\\\/schema\\\/person\\\/3754fee1e558f47b8deb46f53c37423e\"},\"headline\":\"Le travail \u00e0 l&rsquo;\u00e8re de l&rsquo;IA\",\"datePublished\":\"2024-05-15T06:28:27+00:00\",\"dateModified\":\"2024-05-15T17:19:49+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/visionarymarketing.com\\\/fr\\\/2024\\\/05\\\/15\\\/demystifier-lia\\\/\"},\"wordCount\":1076,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/visionarymarketing.com\\\/fr\\\/2024\\\/05\\\/15\\\/demystifier-lia\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/visionarymarketing.com\\\/wp-content\\\/uploads\\\/2024\\\/05\\\/img-2786.jpg\",\"articleSection\":[\"IA et Big Data\"],\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/visionarymarketing.com\\\/fr\\\/2024\\\/05\\\/15\\\/demystifier-lia\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/visionarymarketing.com\\\/fr\\\/2024\\\/05\\\/15\\\/demystifier-lia\\\/\",\"url\":\"https:\\\/\\\/visionarymarketing.com\\\/fr\\\/2024\\\/05\\\/15\\\/demystifier-lia\\\/\",\"name\":\"D\u00e9mystifier l'IA : le travail \u00e0 l'\u00e8re de l'intelligence artificielle\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/visionarymarketing.com\\\/fr\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/visionarymarketing.com\\\/fr\\\/2024\\\/05\\\/15\\\/demystifier-lia\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/visionarymarketing.com\\\/fr\\\/2024\\\/05\\\/15\\\/demystifier-lia\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/visionarymarketing.com\\\/wp-content\\\/uploads\\\/2024\\\/05\\\/img-2786.jpg\",\"datePublished\":\"2024-05-15T06:28:27+00:00\",\"dateModified\":\"2024-05-15T17:19:49+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/visionarymarketing.com\\\/fr\\\/#\\\/schema\\\/person\\\/3754fee1e558f47b8deb46f53c37423e\"},\"description\":\"Aur\u00e9lie Jean s\u2019est donn\u00e9 pour mission de d\u00e9mystifier l\u2019IA lors de sa keynote d\u2019ouverture du 5e \u00e9dition Ready for IT\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/visionarymarketing.com\\\/fr\\\/2024\\\/05\\\/15\\\/demystifier-lia\\\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/visionarymarketing.com\\\/fr\\\/2024\\\/05\\\/15\\\/demystifier-lia\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/visionarymarketing.com\\\/fr\\\/2024\\\/05\\\/15\\\/demystifier-lia\\\/#primaryimage\",\"url\":\"https:\\\/\\\/visionarymarketing.com\\\/wp-content\\\/uploads\\\/2024\\\/05\\\/img-2786.jpg\",\"contentUrl\":\"https:\\\/\\\/visionarymarketing.com\\\/wp-content\\\/uploads\\\/2024\\\/05\\\/img-2786.jpg\",\"width\":1200,\"height\":675},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/visionarymarketing.com\\\/fr\\\/2024\\\/05\\\/15\\\/demystifier-lia\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/visionarymarketing.com\\\/fr\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Le travail \u00e0 l&#8217;\u00e8re de l&#8217;IA\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/visionarymarketing.com\\\/fr\\\/#website\",\"url\":\"https:\\\/\\\/visionarymarketing.com\\\/fr\\\/\",\"name\":\"Marketing and Innovation\",\"description\":\"Site d&#039;infos ind\u00e9pendant, depuis 1996\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/visionarymarketing.com\\\/fr\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/visionarymarketing.com\\\/fr\\\/#\\\/schema\\\/person\\\/3754fee1e558f47b8deb46f53c37423e\",\"name\":\"Yann Gourvennec\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/5972001801e8de5692a3e31224e85769f50a55fb8b679749f9c8d1868cceff14?s=96&d=initials&r=g&initials=yg\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/5972001801e8de5692a3e31224e85769f50a55fb8b679749f9c8d1868cceff14?s=96&d=initials&r=g&initials=yg\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/5972001801e8de5692a3e31224e85769f50a55fb8b679749f9c8d1868cceff14?s=96&d=initials&r=g&initials=yg\",\"caption\":\"Yann Gourvennec\"},\"description\":\"Yann Gourvennec created visionarymarketing.com in 1996. He is a speaker and author of many books. In 2014 he went from intrapreneur to entrepreneur, when he created his digital marketing agency. Yann Gourvennec a cr\u00e9\u00e9 visionarymarketing.com en 1996. Il est conf\u00e9rencier et auteur de plusieurs livres. En 2014, il est pass\u00e9 d'intrapreneur \u00e0 entrepreneur en cr\u00e9ant son agence de marketing num\u00e9rique.\",\"sameAs\":[\"https:\\\/\\\/visionarymarketing.com\",\"http:\\\/\\\/facebook.com\\\/ygourven\",\"http:\\\/\\\/linkedin.com\\\/in\\\/ygourven\",\"https:\\\/\\\/x.com\\\/ygourven\",\"https:\\\/\\\/www.youtube.com\\\/c\\\/visionarymarketingagency\"],\"url\":\"https:\\\/\\\/visionarymarketing.com\\\/fr\\\/author\\\/yann-gourvennec\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"D\u00e9mystifier l'IA : le travail \u00e0 l'\u00e8re de l'intelligence artificielle","description":"Aur\u00e9lie Jean s\u2019est donn\u00e9 pour mission de d\u00e9mystifier l\u2019IA lors de sa keynote d\u2019ouverture du 5e \u00e9dition Ready for IT","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/visionarymarketing.com\/fr\/2024\/05\/15\/demystifier-lia\/","og_locale":"fr_FR","og_type":"article","og_title":"D\u00e9mystifier l'IA : le travail \u00e0 l'\u00e8re de l'intelligence artificielle","og_description":"Aur\u00e9lie Jean s\u2019est donn\u00e9 pour mission de d\u00e9mystifier l\u2019IA lors de sa keynote d\u2019ouverture du 5e \u00e9dition Ready for IT","og_url":"https:\/\/visionarymarketing.com\/fr\/2024\/05\/15\/demystifier-lia\/","og_site_name":"Marketing and Innovation","article_publisher":"https:\/\/www.facebook.com\/vismktg","article_author":"http:\/\/facebook.com\/ygourven","article_published_time":"2024-05-15T06:28:27+00:00","article_modified_time":"2024-05-15T17:19:49+00:00","og_image":[{"width":1200,"height":675,"url":"https:\/\/visionarymarketing.com\/wp-content\/uploads\/2024\/05\/img-2786.jpg","type":"image\/jpeg"}],"author":"Yann Gourvennec","twitter_card":"summary_large_image","twitter_creator":"@ygourven","twitter_site":"@ygourven","twitter_misc":{"\u00c9crit par":"Yann Gourvennec","Dur\u00e9e de lecture estim\u00e9e":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"NewsArticle","@id":"https:\/\/visionarymarketing.com\/fr\/2024\/05\/15\/demystifier-lia\/#article","isPartOf":{"@id":"https:\/\/visionarymarketing.com\/fr\/2024\/05\/15\/demystifier-lia\/"},"author":{"name":"Yann Gourvennec","@id":"https:\/\/visionarymarketing.com\/fr\/#\/schema\/person\/3754fee1e558f47b8deb46f53c37423e"},"headline":"Le travail \u00e0 l&rsquo;\u00e8re de l&rsquo;IA","datePublished":"2024-05-15T06:28:27+00:00","dateModified":"2024-05-15T17:19:49+00:00","mainEntityOfPage":{"@id":"https:\/\/visionarymarketing.com\/fr\/2024\/05\/15\/demystifier-lia\/"},"wordCount":1076,"commentCount":0,"image":{"@id":"https:\/\/visionarymarketing.com\/fr\/2024\/05\/15\/demystifier-lia\/#primaryimage"},"thumbnailUrl":"https:\/\/visionarymarketing.com\/wp-content\/uploads\/2024\/05\/img-2786.jpg","articleSection":["IA et Big Data"],"inLanguage":"fr-FR","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/visionarymarketing.com\/fr\/2024\/05\/15\/demystifier-lia\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/visionarymarketing.com\/fr\/2024\/05\/15\/demystifier-lia\/","url":"https:\/\/visionarymarketing.com\/fr\/2024\/05\/15\/demystifier-lia\/","name":"D\u00e9mystifier l'IA : le travail \u00e0 l'\u00e8re de l'intelligence artificielle","isPartOf":{"@id":"https:\/\/visionarymarketing.com\/fr\/#website"},"primaryImageOfPage":{"@id":"https:\/\/visionarymarketing.com\/fr\/2024\/05\/15\/demystifier-lia\/#primaryimage"},"image":{"@id":"https:\/\/visionarymarketing.com\/fr\/2024\/05\/15\/demystifier-lia\/#primaryimage"},"thumbnailUrl":"https:\/\/visionarymarketing.com\/wp-content\/uploads\/2024\/05\/img-2786.jpg","datePublished":"2024-05-15T06:28:27+00:00","dateModified":"2024-05-15T17:19:49+00:00","author":{"@id":"https:\/\/visionarymarketing.com\/fr\/#\/schema\/person\/3754fee1e558f47b8deb46f53c37423e"},"description":"Aur\u00e9lie Jean s\u2019est donn\u00e9 pour mission de d\u00e9mystifier l\u2019IA lors de sa keynote d\u2019ouverture du 5e \u00e9dition Ready for IT","breadcrumb":{"@id":"https:\/\/visionarymarketing.com\/fr\/2024\/05\/15\/demystifier-lia\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/visionarymarketing.com\/fr\/2024\/05\/15\/demystifier-lia\/"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/visionarymarketing.com\/fr\/2024\/05\/15\/demystifier-lia\/#primaryimage","url":"https:\/\/visionarymarketing.com\/wp-content\/uploads\/2024\/05\/img-2786.jpg","contentUrl":"https:\/\/visionarymarketing.com\/wp-content\/uploads\/2024\/05\/img-2786.jpg","width":1200,"height":675},{"@type":"BreadcrumbList","@id":"https:\/\/visionarymarketing.com\/fr\/2024\/05\/15\/demystifier-lia\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/visionarymarketing.com\/fr\/"},{"@type":"ListItem","position":2,"name":"Le travail \u00e0 l&#8217;\u00e8re de l&#8217;IA"}]},{"@type":"WebSite","@id":"https:\/\/visionarymarketing.com\/fr\/#website","url":"https:\/\/visionarymarketing.com\/fr\/","name":"Marketing and Innovation","description":"Site d&#039;infos ind\u00e9pendant, depuis 1996","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/visionarymarketing.com\/fr\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Person","@id":"https:\/\/visionarymarketing.com\/fr\/#\/schema\/person\/3754fee1e558f47b8deb46f53c37423e","name":"Yann Gourvennec","image":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/secure.gravatar.com\/avatar\/5972001801e8de5692a3e31224e85769f50a55fb8b679749f9c8d1868cceff14?s=96&d=initials&r=g&initials=yg","url":"https:\/\/secure.gravatar.com\/avatar\/5972001801e8de5692a3e31224e85769f50a55fb8b679749f9c8d1868cceff14?s=96&d=initials&r=g&initials=yg","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/5972001801e8de5692a3e31224e85769f50a55fb8b679749f9c8d1868cceff14?s=96&d=initials&r=g&initials=yg","caption":"Yann Gourvennec"},"description":"Yann Gourvennec created visionarymarketing.com in 1996. He is a speaker and author of many books. In 2014 he went from intrapreneur to entrepreneur, when he created his digital marketing agency. Yann Gourvennec a cr\u00e9\u00e9 visionarymarketing.com en 1996. Il est conf\u00e9rencier et auteur de plusieurs livres. En 2014, il est pass\u00e9 d'intrapreneur \u00e0 entrepreneur en cr\u00e9ant son agence de marketing num\u00e9rique.","sameAs":["https:\/\/visionarymarketing.com","http:\/\/facebook.com\/ygourven","http:\/\/linkedin.com\/in\/ygourven","https:\/\/x.com\/ygourven","https:\/\/www.youtube.com\/c\/visionarymarketingagency"],"url":"https:\/\/visionarymarketing.com\/fr\/author\/yann-gourvennec\/"}]}},"_links":{"self":[{"href":"https:\/\/visionarymarketing.com\/fr\/wp-json\/wp\/v2\/posts\/80504","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/visionarymarketing.com\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/visionarymarketing.com\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/visionarymarketing.com\/fr\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/visionarymarketing.com\/fr\/wp-json\/wp\/v2\/comments?post=80504"}],"version-history":[{"count":0,"href":"https:\/\/visionarymarketing.com\/fr\/wp-json\/wp\/v2\/posts\/80504\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/visionarymarketing.com\/fr\/wp-json\/wp\/v2\/media\/80507"}],"wp:attachment":[{"href":"https:\/\/visionarymarketing.com\/fr\/wp-json\/wp\/v2\/media?parent=80504"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/visionarymarketing.com\/fr\/wp-json\/wp\/v2\/categories?post=80504"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/visionarymarketing.com\/fr\/wp-json\/wp\/v2\/tags?post=80504"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}