{"id":2565,"date":"2026-03-13T08:41:34","date_gmt":"2026-03-13T08:41:34","guid":{"rendered":"https:\/\/ia-education.be\/?page_id=2565"},"modified":"2026-04-18T11:55:10","modified_gmt":"2026-04-18T11:55:10","slug":"enjeux-ethiques-et-societaux","status":"publish","type":"page","link":"https:\/\/ia-education.be\/?page_id=2565","title":{"rendered":"Enjeux \u00e9thiques et soci\u00e9taux"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-background-color:#5078a0;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-one\" style=\"--awb-text-color:#ffffff;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h1 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:64;line-height:var(--awb-typography1-line-height);\">Enjeux \u00e9thiques et soci\u00e9taux<\/h1><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_6 1_6 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:11.52%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:11.52%;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:11.52%;--awb-spacing-left-medium:11.52%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element \" style=\"--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-1 hover-type-none\"><img decoding=\"async\" width=\"300\" height=\"196\" title=\"ChatGPT Image 22 f\u00e9vr. 2026, 15_19_09\" src=\"https:\/\/ia-education.be\/wp-content\/uploads\/2026\/02\/ChatGPT-Image-22-fevr.-2026-15_19_09-e1771771242257-300x196.png\" alt class=\"img-responsive wp-image-2186\" srcset=\"https:\/\/ia-education.be\/wp-content\/uploads\/2026\/02\/ChatGPT-Image-22-fevr.-2026-15_19_09-e1771771242257-200x131.png 200w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/02\/ChatGPT-Image-22-fevr.-2026-15_19_09-e1771771242257-400x261.png 400w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/02\/ChatGPT-Image-22-fevr.-2026-15_19_09-e1771771242257-600x392.png 600w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/02\/ChatGPT-Image-22-fevr.-2026-15_19_09-e1771771242257-800x522.png 800w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/02\/ChatGPT-Image-22-fevr.-2026-15_19_09-e1771771242257.png 832w\" sizes=\"(max-width: 640px) 100vw, 200px\" \/><\/span><\/div><div class=\"fusion-text fusion-text-1\"><p>Acc\u00e9der au r\u00e9sum\u00e9 et \u00e0 la version audio<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_2_5 2_5 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:40%;--awb-margin-top-large:0px;--awb-spacing-right-large:4.8%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:4.8%;--awb-width-medium:40%;--awb-order-medium:0;--awb-spacing-right-medium:4.8%;--awb-spacing-left-medium:4.8%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-2\"><p><b>R\u00e9sum\u00e9 : <\/b><span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">Cette page explique l\u2019impact de l\u2019IA sur le travail, entre automatisation, transformation et \u00e9volution des m\u00e9tiers.<\/span><\/p>\n<p>Elle montre que certains m\u00e9tiers disparaissent ou changent, tandis que d\u2019autres \u00e9voluent vers des t\u00e2ches \u00e0 plus forte valeur ajout\u00e9e.<\/p>\n<p>Elle aborde aussi la question de la responsabilit\u00e9 et les comp\u00e9tences \u00e0 d\u00e9velopper pour s\u2019adapter.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-5 fusion_builder_column_2_5 2_5 fusion-flex-column\" style=\"--awb-bg-color:#f2f6fa;--awb-bg-color-hover:#f2f6fa;--awb-bg-size:cover;--awb-width-large:40%;--awb-margin-top-large:0px;--awb-spacing-right-large:4.8%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:4.8%;--awb-width-medium:40%;--awb-order-medium:0;--awb-spacing-right-medium:4.8%;--awb-spacing-left-medium:4.8%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-content-boxes content-boxes columns row fusion-columns-1 fusion-columns-total-1 fusion-content-boxes-1 content-boxes-icon-on-side content-left\" style=\"--awb-backgroundcolor:#f2f6fa;--awb-hover-accent-color:var(--awb-color4);--awb-circle-hover-accent-color:var(--awb-color4);--awb-item-margin-bottom:40px;\" data-animationOffset=\"top-into-view\"><div style=\"--awb-backgroundcolor:#f2f6fa;--awb-content-padding-left:64px;\" class=\"fusion-column content-box-column content-box-column content-box-column-1 col-lg-12 col-md-12 col-sm-12 fusion-content-box-hover content-box-column-last content-box-column-last-in-row\"><div class=\"col content-box-wrapper content-wrapper-background link-area-link-icon link-type-text content-icon-wrapper-yes icon-hover-animation-fade\" data-animationOffset=\"top-into-view\"><div class=\"heading heading-with-icon icon-left\"><a class=\"heading-link\" href=\"https:\/\/ia-education.be\/?page_id=265\" target=\"_self\"><div class=\"icon\"><span style=\"height:42px;width:42px;line-height:22px;border-color:rgba(255,255,255,0);border-width:1px;border-style:solid;background-color:var(--awb-color8);margin-right:20px;box-sizing:content-box;border-radius:50%;\"><i style=\"border-color:var(--awb-color8);border-width:1px;background-color:var(--awb-color5);box-sizing:content-box;height:40px;width:40px;line-height:40px;border-radius:50%;position:relative;top:auto;left:auto;margin:0;border-radius:50%;font-size:20px;\" aria-hidden=\"true\" class=\"fontawesome-icon fa-bullseye fas circle-yes\"><\/i><\/span><\/div><h2 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"--h2_typography-font-size:24px;--fontSize:24;line-height:var(--awb-typography1-line-height);padding-left:64px;\">Objectif de cette page<\/h2><\/a><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\">\n<div>\n<ul>\n<li>\n<p style=\"letter-spacing: 0.24px; display: inline !important;\">Comprendre l\u2019impact de l\u2019IA sur les m\u00e9tiers et l\u2019organisation du travail.<\/p>\n<\/li>\n<\/ul>\n<p style=\"letter-spacing: 0.24px;\">\n<ul>\n<li>Identifier les m\u00e9tiers en transformation, en disparition ou en \u00e9mergence.<\/li>\n<li>R\u00e9fl\u00e9chir aux comp\u00e9tences \u00e0 d\u00e9velopper et aux enjeux de responsabilit\u00e9 li\u00e9s \u00e0 l\u2019IA.<\/li>\n<\/ul>\n<ul>\n<\/ul>\n<\/div>\n<\/div><div class=\"fusion-clearfix\"><\/div><a class=\" fusion-read-more\" style=\"margin-left:64px;\" href=\"https:\/\/ia-education.be\/?page_id=265\" target=\"_self\">Lire le sc\u00e9nario p\u00e9dagogique<\/a><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1200px + 0px );margin-left: calc(-0px \/ 2 );margin-right: calc(-0px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-6 fusion_builder_column_1_6 1_6 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:20px;--awb-spacing-left-large:0px;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-7 fusion_builder_column_1_6 1_6 fusion-flex-column fusion-flex-align-self-flex-start\" style=\"--awb-padding-right:0px;--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:20px;--awb-spacing-left-large:0px;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><i class=\"fb-icon-element-1 fb-icon-element fontawesome-icon fa-flag fas circle-yes fusion-text-flow\" style=\"--awb-circlecolor-hover:var(--awb-color5);--awb-circlebordercolor-hover:var(--awb-color8);--awb-circlebordersize:1px;--awb-font-size:28.16px;--awb-width:56.32px;--awb-height:56.32px;--awb-line-height:54.32px;--awb-margin-right:16px;\"><\/i><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-8 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-padding-left:0px;--awb-bg-size:cover;--awb-border-color:#5078a0;--awb-border-style:solid;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:20px;--awb-spacing-left-large:0px;--awb-width-medium:33.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-text-color:#5078a0;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:var(--awb-typography1-line-height);\">1. Je d\u00e9couvre<\/h3><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-5 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-9 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-3\"><p>Le d\u00e9veloppement rapide de l\u2019intelligence artificielle soul\u00e8ve de nombreuses questions \u00e9thiques et sociales. Ces technologies peuvent apporter des progr\u00e8s importants dans de nombreux domaines, mais elles peuvent \u00e9galement cr\u00e9er de nouveaux risques si elles sont mal utilis\u00e9es ou mal r\u00e9gul\u00e9es.<\/p>\n<p>Comprendre ces enjeux permet d\u2019utiliser l\u2019IA de mani\u00e8re responsable et de r\u00e9fl\u00e9chir \u00e0 la place que ces technologies doivent occuper dans la soci\u00e9t\u00e9.<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-6 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1200px + 0px );margin-left: calc(-0px \/ 2 );margin-right: calc(-0px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-10 fusion_builder_column_1_6 1_6 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:20px;--awb-spacing-left-large:0px;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-11 fusion_builder_column_1_6 1_6 fusion-flex-column fusion-flex-align-self-flex-start\" style=\"--awb-padding-right:0px;--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:20px;--awb-spacing-left-large:0px;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><i class=\"fb-icon-element-2 fb-icon-element fontawesome-icon fa-flag fas circle-yes fusion-text-flow\" style=\"--awb-circlecolor-hover:var(--awb-color5);--awb-circlebordercolor-hover:var(--awb-color8);--awb-circlebordersize:1px;--awb-font-size:28.16px;--awb-width:56.32px;--awb-height:56.32px;--awb-line-height:54.32px;--awb-margin-right:16px;\"><\/i><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-12 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-padding-left:0px;--awb-bg-size:cover;--awb-border-color:#5078a0;--awb-border-style:solid;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:20px;--awb-spacing-left-large:0px;--awb-width-medium:33.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-text-color:#5078a0;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:var(--awb-typography1-line-height);\">2. Je comprends<\/h3><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-7 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-13 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-4\"><p><b>L\u2019impact sur le travail<\/b><\/p>\n<p>L\u2019intelligence artificielle peut automatiser certaines t\u00e2ches, ce qui peut transformer de nombreux m\u00e9tiers.<\/p>\n<p>Certaines activit\u00e9s r\u00e9p\u00e9titives ou bas\u00e9es sur l\u2019analyse de donn\u00e9es peuvent \u00eatre partiellement automatis\u00e9es. Cela peut permettre de gagner du temps et d\u2019augmenter la productivit\u00e9, mais cela peut aussi modifier l\u2019organisation du travail.<\/p>\n<p>Exemples :<\/p>\n<p>Des outils d\u2019IA peuvent r\u00e9diger des r\u00e9sum\u00e9s de documents ou g\u00e9n\u00e9rer des rapports.<\/p>\n<p>Dans certains secteurs industriels, des syst\u00e8mes automatis\u00e9s peuvent surveiller des machines et d\u00e9tecter des anomalies.<\/p>\n<p>Dans d\u2019autres domaines, l\u2019IA peut devenir un outil d\u2019aide plut\u00f4t qu\u2019un remplacement. Par exemple, un m\u00e9decin peut utiliser une IA pour analyser des images m\u00e9dicales afin d\u2019am\u00e9liorer le diagnostic.<\/p>\n<p>Ces transformations soul\u00e8vent des questions sur l\u2019\u00e9volution des comp\u00e9tences et la formation n\u00e9cessaire pour s\u2019adapter \u00e0 ces nouvelles technologies.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-14 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-5\"><p>Disparition et changement des m\u00e9tiers <\/p>\n<p>La transformation rapide des technologies num\u00e9riques, et en particulier de l\u2019intelligence artificielle, entra\u00eene une \u00e9volution profonde de nombreux m\u00e9tiers, dont certains vont dispara\u00eetre tandis que d\u2019autres vont se transformer radicalement.<\/p>\n<p>Les caissiers voient leur r\u00f4le diminuer avec la g\u00e9n\u00e9ralisation des caisses automatiques et du paiement sans contact, qui permettent aux clients de r\u00e9aliser leurs achats sans interaction humaine, r\u00e9duisant ainsi le besoin de personnel en caisse.<\/p>\n<p>Les secr\u00e9taires administratifs voient une partie de leurs t\u00e2ches automatis\u00e9es, notamment la gestion des agendas, le tri des emails ou la r\u00e9daction de documents standards, d\u00e9sormais pris en charge par des assistants num\u00e9riques intelligents.<\/p>\n<p>Les guichetiers bancaires voient leur m\u00e9tier \u00e9voluer fortement avec la digitalisation des services financiers, les applications mobiles et les distributeurs automatiques permettant d\u2019effectuer la plupart des op\u00e9rations sans passer par un conseiller en agence.<\/p>\n<p>Les chauffeurs, notamment dans les secteurs du transport et de la livraison, pourraient voir leur m\u00e9tier \u00e9voluer avec le d\u00e9veloppement progressif des v\u00e9hicules autonomes, capables d\u2019assurer des trajets sans conducteur.<\/p>\n<p>Les traducteurs voient leur activit\u00e9 se transformer avec les outils de traduction automatique de plus en plus performants, qui r\u00e9alisent une premi\u00e8re version du texte, laissant \u00e0 l\u2019humain un r\u00f4le de correction, d\u2019adaptation culturelle et de nuance.<\/p>\n<p>Les journalistes doivent s\u2019adapter \u00e0 des intelligences artificielles capables de produire rapidement des contenus informatifs simples, ce qui les pousse \u00e0 se repositionner sur des t\u00e2ches \u00e0 plus forte valeur ajout\u00e9e comme l\u2019analyse, l\u2019enqu\u00eate et la v\u00e9rification des sources.<\/p>\n<p>Les comptables voient certaines de leurs t\u00e2ches automatis\u00e9es, notamment la gestion des factures, la saisie des \u00e9critures et certaines d\u00e9clarations, ce qui les am\u00e8ne \u00e0 \u00e9voluer vers des fonctions de conseil et d\u2019analyse strat\u00e9gique.<\/p>\n<p>Les ouvriers dans certaines industries sont progressivement remplac\u00e9s ou assist\u00e9s par des robots capables d\u2019effectuer des t\u00e2ches r\u00e9p\u00e9titives, pr\u00e9cises et parfois dangereuses, am\u00e9liorant la productivit\u00e9 mais r\u00e9duisant certains besoins en main-d\u2019\u0153uvre.<\/p>\n<p>Les agents de s\u00e9curit\u00e9 voient leur m\u00e9tier \u00e9voluer avec l\u2019utilisation de syst\u00e8mes de surveillance intelligents capables de d\u00e9tecter automatiquement des anomalies ou des comportements suspects, modifiant leur r\u00f4le vers davantage de supervision et d\u2019intervention cibl\u00e9e.<\/p>\n<p>Enfin, les enseignants ne dispara\u00eetront pas, mais leur m\u00e9tier se transforme profond\u00e9ment, car l\u2019acc\u00e8s facilit\u00e9 \u00e0 l\u2019information et aux outils d\u2019intelligence artificielle les am\u00e8ne \u00e0 se repositionner davantage comme accompagnateurs, m\u00e9diateurs et d\u00e9veloppeurs de l\u2019esprit critique plut\u00f4t que comme simples transmetteurs de savoirs.<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-8 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-15 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-video fusion-youtube\" style=\"--awb-max-width:600px;--awb-max-height:360px;\"><div class=\"video-shortcode\"><div class=\"fluid-width-video-wrapper\" style=\"padding-top:60%;\" ><iframe title=\"YouTube video player 1\" src=\"https:\/\/www.youtube.com\/embed\/MwvOnZ-1TvE?wmode=transparent&autoplay=0\" width=\"600\" height=\"360\" allowfullscreen allow=\"autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture;\"><\/iframe><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-16 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-6\"><p><b>La responsabilit\u00e9 des d\u00e9cisions<\/b><\/p>\n<p>Lorsque des syst\u00e8mes d\u2019IA sont utilis\u00e9s pour prendre ou soutenir des d\u00e9cisions importantes, une question essentielle se pose : qui est responsable en cas d\u2019erreur ?<\/p>\n<p>Si un syst\u00e8me d\u2019IA recommande un traitement m\u00e9dical incorrect ou si un algorithme refuse une candidature, il est n\u00e9cessaire de d\u00e9terminer qui porte la responsabilit\u00e9 de cette d\u00e9cision.<\/p>\n<p>Dans de nombreux domaines, les sp\u00e9cialistes insistent sur l\u2019importance de maintenir un contr\u00f4le humain dans les d\u00e9cisions importantes.<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-9 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-17 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-7\"><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-10 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1200px + 0px );margin-left: calc(-0px \/ 2 );margin-right: calc(-0px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-18 fusion_builder_column_1_6 1_6 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:20px;--awb-spacing-left-large:0px;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-19 fusion_builder_column_1_6 1_6 fusion-flex-column fusion-flex-align-self-flex-start\" style=\"--awb-padding-right:0px;--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:20px;--awb-spacing-left-large:0px;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><i class=\"fb-icon-element-3 fb-icon-element fontawesome-icon fa-flag fas circle-yes fusion-text-flow\" style=\"--awb-circlecolor-hover:var(--awb-color5);--awb-circlebordercolor-hover:var(--awb-color8);--awb-circlebordersize:1px;--awb-font-size:28.16px;--awb-width:56.32px;--awb-height:56.32px;--awb-line-height:54.32px;--awb-margin-right:16px;\"><\/i><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-20 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-padding-left:0px;--awb-bg-size:cover;--awb-border-color:#5078a0;--awb-border-style:solid;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:20px;--awb-spacing-left-large:0px;--awb-width-medium:33.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-text-color:#5078a0;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:var(--awb-typography1-line-height);\">3. J&rsquo;applique<\/h3><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-11 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-21 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-video fusion-youtube\" style=\"--awb-max-width:600px;--awb-max-height:360px;\"><div class=\"video-shortcode\"><div class=\"fluid-width-video-wrapper\" style=\"padding-top:60%;\" ><iframe title=\"YouTube video player 2\" src=\"https:\/\/www.youtube.com\/embed\/VdsIqYtV5JE?wmode=transparent&autoplay=0\" width=\"600\" height=\"360\" allowfullscreen allow=\"autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture;\"><\/iframe><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-22 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-video fusion-youtube\" style=\"--awb-max-width:600px;--awb-max-height:360px;\"><div class=\"video-shortcode\"><div class=\"fluid-width-video-wrapper\" style=\"padding-top:60%;\" ><iframe title=\"YouTube video player 3\" src=\"https:\/\/www.youtube.com\/embed\/b0a6M5SaQQM?wmode=transparent&autoplay=0\" width=\"600\" height=\"360\" allowfullscreen allow=\"autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture;\"><\/iframe><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-12 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-23 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-video fusion-youtube\" style=\"--awb-max-width:600px;--awb-max-height:360px;\"><div class=\"video-shortcode\"><div class=\"fluid-width-video-wrapper\" style=\"padding-top:60%;\" ><iframe title=\"YouTube video player 4\" src=\"https:\/\/www.youtube.com\/embed\/beJHMlXyIgE?wmode=transparent&autoplay=0\" width=\"600\" height=\"360\" allowfullscreen allow=\"autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture;\"><\/iframe><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-24 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-video fusion-youtube\" style=\"--awb-max-width:600px;--awb-max-height:360px;\"><div class=\"video-shortcode\"><div class=\"fluid-width-video-wrapper\" style=\"padding-top:60%;\" ><iframe title=\"YouTube video player 5\" src=\"https:\/\/www.youtube.com\/embed\/AD1Wl5-ji84?wmode=transparent&autoplay=0\" width=\"600\" height=\"360\" allowfullscreen allow=\"autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture;\"><\/iframe><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-13 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1200px + 0px );margin-left: calc(-0px \/ 2 );margin-right: calc(-0px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-25 fusion_builder_column_1_6 1_6 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:20px;--awb-spacing-left-large:0px;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-26 fusion_builder_column_1_6 1_6 fusion-flex-column fusion-flex-align-self-flex-start\" style=\"--awb-padding-right:0px;--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:20px;--awb-spacing-left-large:0px;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><i class=\"fb-icon-element-4 fb-icon-element fontawesome-icon fa-flag fas circle-yes fusion-text-flow\" style=\"--awb-circlecolor-hover:var(--awb-color5);--awb-circlebordercolor-hover:var(--awb-color8);--awb-circlebordersize:1px;--awb-font-size:28.16px;--awb-width:56.32px;--awb-height:56.32px;--awb-line-height:54.32px;--awb-margin-right:16px;\"><\/i><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-27 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-padding-left:0px;--awb-bg-size:cover;--awb-border-color:#5078a0;--awb-border-style:solid;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:20px;--awb-spacing-left-large:0px;--awb-width-medium:33.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-text-color:#5078a0;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:var(--awb-typography1-line-height);\">4. J&rsquo;analyse<\/h3><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-14 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-28 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-8\"><p><b><u>Les m\u00e9tiers qui pourraient \u00eatre remplac\u00e9s par l\u2019IA<\/u><\/b><\/p>\n<p>Certains m\u00e9tiers sont d\u00e9j\u00e0 fortement impact\u00e9s par l\u2019intelligence artificielle. Il reste cependant \u00e0 savoir s\u2019ils seront amen\u00e9s \u00e0 \u00eatre remplac\u00e9s, ou si l\u2019IA viendra simplement prendre le relais, par exemple en automatisant des t\u00e2ches \u00e0 faible valeur ajout\u00e9e.<\/p>\n<p><b>Les m\u00e9tiers de l\u2019\u00e9criture<\/b><\/p>\n<p>Secr\u00e9tariat, r\u00e9daction web, traduction, journalisme : l\u2019intelligence artificielle pourrait remplacer la plume humaine. C\u2019est d\u00e9j\u00e0 ce qui est observ\u00e9 avec ChatGPT, qui peut r\u00e9pondre par \u00e9crit \u00e0 des questions tr\u00e8s pr\u00e9cises. Un sujet de taille reste cependant \u00e0 aborder : la fiabilit\u00e9 de l\u2019information. En effet, si l\u2019IA peut trouver rapidement des informations sur les diff\u00e9rents moteurs de recherche, elle ne v\u00e9rifie pas la fiabilit\u00e9 des sources.<\/p>\n<p>La dict\u00e9e vocale, d\u00e9sormais largement r\u00e9pandue sur les ordinateurs ou les t\u00e9l\u00e9phones mobiles, remplace quant \u00e0 elle d\u00e9j\u00e0 la fonction de prise de note des secr\u00e9taires. Il suffit aujourd\u2019hui de s\u2019exprimer dans un micro reli\u00e9 \u00e0 l\u2019un de ces appareils pour voir son discours retranscrit \u00e0 l\u2019\u00e9crit.<\/p>\n<p>Il en est de m\u00eame pour le m\u00e9tier de correcteur, qui pourrait \u00eatre rapidement remplac\u00e9 par des logiciels de correction de plus en plus puissants. Ces derniers sont d\u00e9j\u00e0 capables de d\u00e9tecter et de corriger les fautes de frappe, d\u2019orthographe et de grammaire en quelques secondes, et dans de nombreuses langues.<\/p><\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-29 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-content-boxes content-boxes columns row fusion-columns-1 fusion-columns-total-1 fusion-content-boxes-2 content-boxes-icon-with-title content-left\" style=\"--awb-hover-accent-color:var(--awb-color4);--awb-circle-hover-accent-color:var(--awb-color4);--awb-item-margin-bottom:40px;\" data-animationOffset=\"top-into-view\"><div style=\"--awb-backgroundcolor:rgba(255,255,255,0);\" class=\"fusion-column content-box-column content-box-column content-box-column-1 col-lg-12 col-md-12 col-sm-12 fusion-content-box-hover content-box-column-last content-box-column-last-in-row\"><div class=\"col content-box-wrapper content-wrapper link-area-link-icon content-icon-wrapper-yes icon-hover-animation-fade\" data-animationOffset=\"top-into-view\"><div class=\"heading heading-with-icon icon-left\"><div class=\"icon\"><span style=\"height:42px;width:42px;line-height:22px;border-color:rgba(255,255,255,0);border-width:1px;border-style:solid;background-color:var(--awb-color8);box-sizing:content-box;border-radius:50%;\"><i style=\"border-color:var(--awb-color8);border-width:1px;background-color:#f9dc1d;box-sizing:content-box;height:40px;width:40px;line-height:40px;border-radius:50%;position:relative;top:auto;left:auto;margin:0;border-radius:50%;font-size:20px;\" aria-hidden=\"true\" class=\"fontawesome-icon fa-book-reader fas circle-yes\"><\/i><\/span><\/div><h2 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"--h2_typography-font-size:24px;--fontSize:24;line-height:var(--awb-typography1-line-height);\">Activit\u00e9s 2<\/h2><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\">\n<p><b>D\u00e9butant :<\/b><\/p>\n<p><b>Interm\u00e9diaire :<\/b><\/p>\n<p><b>Expert :<\/b><\/p>\n<p>Indiquez pour chaque m\u00e9tier :<\/p>\n<ul>\n<li>lequel  sera remplac\u00e9, transform\u00e9 ou renforc\u00e9 ?<\/li>\n<li>Pourquoi ce m\u00e9tier serait-il remplac\u00e9 \/ transform\u00e9 \/ renforc\u00e9 ?<\/li>\n<li>Qu\u2019est-ce que l\u2019IA fait mieux que l\u2019humain ici ?<\/li>\n<li>Qu\u2019est-ce que l\u2019humain doit garder absolument ?<\/li>\n<\/ul>\n<p>R\u00e9alisez une recherche sur les nouveaux m\u00e9tiers.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div><div class=\"fusion-text fusion-text-9\"><p><b>La conduite de v\u00e9hicules<\/b><\/p>\n<p>Les m\u00e9tiers li\u00e9s \u00e0 la conduite de v\u00e9hicule, comme les conducteurs de taxi, de m\u00e9tro, de bus, ou de camion, pourraient \u00eatre amen\u00e9s \u00e0 dispara\u00eetre avec l\u2019arriv\u00e9e des v\u00e9hicules autonomes. C\u2019est d\u00e9j\u00e0 le cas dans certaines villes, o\u00f9 les transports mettent \u00e0 disposition des lignes autonomes. L\u2019intelligence artificielle permet aux v\u00e9hicules d\u2019appr\u00e9hender leur environnement, d\u2019apprendre les r\u00e8gles de circulation et de s\u00e9curit\u00e9, et de prendre des d\u00e9cisions.<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-15 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-30 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-10\"><p><span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\"><b>Le d\u00e9veloppement web<\/b><\/span><\/p>\n<p>Les d\u00e9veloppeuses et les d\u00e9veloppeurs web pourraient, eux aussi, \u00eatre remplac\u00e9s par l\u2019intelligence artificielle. Cette derni\u00e8re peut en effet apprendre un code, l\u2019utiliser, d\u00e9tecter et corriger les bugs. Ainsi, des programmes informatiques pourraient se charger eux-m\u00eames de l\u2019\u00e9criture d\u2019autres programmes. Leur avantage majeur par rapport aux humains est leur vitesse d\u2019apprentissage et d\u2019ex\u00e9cution. Lorsqu\u2019un nouveau langage fera son apparition, les intelligences artificielles seront capables de les apprendre et de les exploiter beaucoup plus rapidement.<\/p>\n<p><b>L\u2019\u00e9ducation<\/b><\/p>\n<p>Le r\u00f4le des tuteurs ou des professeurs pourrait \u00e9galement \u00eatre menac\u00e9. En effet, le secteur de l\u2019\u00e9ducation repose principalement sur le savoir et la transmission, des t\u00e2ches que l\u2019IA est capable de remplir. Il est m\u00eame possible d\u2019envisager des IA ayant un visage gr\u00e2ce \u00e0 l\u2019utilisation des projections holographiques.<\/p><\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-31 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-11\"><p><b>La comptabilit\u00e9<\/b><\/p>\n<p>L\u2019intelligence artificielle pr\u00e9sente l\u2019avantage de soulager les humains des t\u00e2ches r\u00e9p\u00e9titives, chronophages et \u00e0 faible valeur ajout\u00e9e. C\u2019est le cas d\u2019une partie des missions des comptables, avec notamment la saisie et le tri des donn\u00e9es. L\u2019IA est capable de le faire elle-m\u00eame, plus rapidement et avec un risque inf\u00e9rieur d\u2019erreurs de calcul. Des applications permettent d\u00e9j\u00e0 de cr\u00e9er et de comptabiliser les notes de frais, de suivre la tr\u00e9sorerie, etc.<\/p>\n<p><b>La ma\u00e7onnerie<\/b><\/p>\n<p>Les ma\u00e7ons pourraient aussi avoir du souci \u00e0 se faire. Malgr\u00e9 l\u2019aspect manuel indispensable de leur mission, des robots utilisant l\u2019intelligence artificielle pourraient prendre le relais. Ces derniers sont en effet d\u00e9j\u00e0 capables de construire des murs et d\u2019utiliser les imprimantes 3D. Si ces robots parviennent \u00e0 acc\u00e9der aux zones difficiles et \u00e9troites, ils auront d\u00e9finitivement un avantage concurrentiel cl\u00e9 sur les humains.<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-16 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1200px + 0px );margin-left: calc(-0px \/ 2 );margin-right: calc(-0px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-32 fusion_builder_column_1_6 1_6 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:20px;--awb-spacing-left-large:0px;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-33 fusion_builder_column_1_6 1_6 fusion-flex-column fusion-flex-align-self-flex-start\" style=\"--awb-padding-right:0px;--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:20px;--awb-spacing-left-large:0px;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><i class=\"fb-icon-element-5 fb-icon-element fontawesome-icon fa-flag fas circle-yes fusion-text-flow\" style=\"--awb-circlecolor-hover:var(--awb-color5);--awb-circlebordercolor-hover:var(--awb-color8);--awb-circlebordersize:1px;--awb-font-size:28.16px;--awb-width:56.32px;--awb-height:56.32px;--awb-line-height:54.32px;--awb-margin-right:16px;\"><\/i><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-34 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-padding-left:0px;--awb-bg-size:cover;--awb-border-color:#5078a0;--awb-border-style:solid;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:20px;--awb-spacing-left-large:0px;--awb-width-medium:33.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-6 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-text-color:#5078a0;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:var(--awb-typography1-line-height);\">5. Je  synth\u00e9tise<\/h3><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-17 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1200px + 0px );margin-left: calc(-0px \/ 2 );margin-right: calc(-0px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-35 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:20px;--awb-spacing-left-large:0px;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-12\"><p><b>Votre futur face \u00e0 l\u2019intelligence artificielle<\/b><\/p>\n<p>Prenez un temps pour r\u00e9fl\u00e9chir \u00e0 votre avenir. Commencez par vous projeter dans un m\u00e9tier ou un domaine qui vous attire aujourd\u2019hui. Imaginez maintenant ce m\u00e9tier dans 10 ou 15 ans : quelle place l\u2019intelligence artificielle pourrait-elle y prendre ? Certaines t\u00e2ches pourraient-elles \u00eatre automatis\u00e9es ? Quelles comp\u00e9tences humaines resteront indispensables ?<\/p>\n<p>Poursuivez en vous interrogeant sur les impacts possibles de l\u2019IA : repr\u00e9sente-t-elle pour vous une opportunit\u00e9 (gain de temps, aide, nouvelles possibilit\u00e9s) ou un risque (remplacement, d\u00e9pendance, perte de sens) ? \u00c0 partir de l\u00e0, positionnez-vous : souhaitez-vous vous adapter \u00e0 cette \u00e9volution en int\u00e9grant l\u2019IA dans votre futur parcours, ou pr\u00e9f\u00e9rez-vous vous orienter vers un domaine o\u00f9 elle sera moins pr\u00e9sente ?<\/p>\n<p>Enfin, r\u00e9fl\u00e9chissez aux actions concr\u00e8tes \u00e0 mettre en place d\u00e8s maintenant. Quelles comp\u00e9tences devriez-vous d\u00e9velopper pour ne pas subir l\u2019IA ? Quels choix d\u2019\u00e9tudes ou d\u2019orientation pourraient vous y aider ? Quels outils pourriez-vous apprendre \u00e0 utiliser pour progresser ?<\/p>\n<p>Terminez en r\u00e9digeant un court engagement personnel :<\/p>\n<p>\u00ab Pour pr\u00e9parer mon avenir face \u00e0 l\u2019intelligence artificielle, je d\u00e9cide de\u2026 \u00bb<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-18 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-36 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-content-boxes content-boxes columns row fusion-columns-1 fusion-columns-total-1 fusion-content-boxes-3 content-boxes-icon-with-title content-left\" style=\"--awb-hover-accent-color:var(--awb-color4);--awb-circle-hover-accent-color:var(--awb-color4);--awb-item-margin-bottom:40px;\" data-animationOffset=\"top-into-view\"><div style=\"--awb-backgroundcolor:rgba(255,255,255,0);\" class=\"fusion-column content-box-column content-box-column content-box-column-1 col-lg-12 col-md-12 col-sm-12 fusion-content-box-hover content-box-column-last content-box-column-last-in-row\"><div class=\"col content-box-wrapper content-wrapper link-area-link-icon content-icon-wrapper-yes icon-hover-animation-fade\" data-animationOffset=\"top-into-view\"><div class=\"heading heading-with-icon icon-left\"><div class=\"icon\"><span style=\"height:42px;width:42px;line-height:22px;border-color:rgba(255,255,255,0);border-width:1px;border-style:solid;background-color:var(--awb-color8);box-sizing:content-box;border-radius:50%;\"><i style=\"border-color:var(--awb-color8);border-width:1px;background-color:#d10a92;box-sizing:content-box;height:40px;width:40px;line-height:40px;border-radius:50%;position:relative;top:auto;left:auto;margin:0;border-radius:50%;font-size:20px;\" aria-hidden=\"true\" class=\"fontawesome-icon fa-brain fas circle-yes\"><\/i><\/span><\/div><h2 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"--h2_typography-font-size:24px;--fontSize:24;line-height:var(--awb-typography1-line-height);\">A retenir<\/h2><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\">\n<ul>\n<li>L\u2019IA transforme le travail en automatisant certaines t\u00e2ches, mais elle ne remplace pas totalement l\u2019humain : elle modifie surtout les r\u00f4les.<\/li>\n<li>Les m\u00e9tiers \u00e9voluent vers plus d\u2019analyse, de cr\u00e9ativit\u00e9, de contr\u00f4le et de prise de d\u00e9cision, tandis que les t\u00e2ches r\u00e9p\u00e9titives diminuent.<\/li>\n<li>Ces changements n\u00e9cessitent de nouvelles comp\u00e9tences (adaptation, esprit critique, ma\u00eetrise des outils num\u00e9riques).<\/li>\n<li>Enfin, m\u00eame avec l\u2019IA, la responsabilit\u00e9 reste humaine, surtout pour les d\u00e9cisions importantes.<\/li>\n<\/ul>\n<\/div><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-19 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1200px + 0px );margin-left: calc(-0px \/ 2 );margin-right: calc(-0px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-37 fusion_builder_column_1_6 1_6 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:20px;--awb-spacing-left-large:0px;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-38 fusion_builder_column_1_6 1_6 fusion-flex-column fusion-flex-align-self-flex-start\" style=\"--awb-padding-right:0px;--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:20px;--awb-spacing-left-large:0px;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><i class=\"fb-icon-element-6 fb-icon-element fontawesome-icon fa-flag fas circle-yes fusion-text-flow\" style=\"--awb-circlecolor-hover:var(--awb-color5);--awb-circlebordercolor-hover:var(--awb-color8);--awb-circlebordersize:1px;--awb-font-size:28.16px;--awb-width:56.32px;--awb-height:56.32px;--awb-line-height:54.32px;--awb-margin-right:16px;\"><\/i><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-39 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-padding-left:0px;--awb-bg-size:cover;--awb-border-color:#5078a0;--awb-border-style:solid;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:20px;--awb-spacing-left-large:0px;--awb-width-medium:33.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-7 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-text-color:#5078a0;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:var(--awb-typography1-line-height);\">6. J&rsquo;\u00e9value<\/h3><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-20 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-40 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-content-boxes content-boxes columns row fusion-columns-1 fusion-columns-total-1 fusion-content-boxes-4 content-boxes-icon-with-title content-left\" style=\"--awb-hover-accent-color:var(--awb-color4);--awb-circle-hover-accent-color:var(--awb-color4);--awb-item-margin-bottom:40px;\" data-animationOffset=\"top-into-view\"><div style=\"--awb-backgroundcolor:rgba(255,255,255,0);\" class=\"fusion-column content-box-column content-box-column content-box-column-1 col-lg-12 col-md-12 col-sm-12 fusion-content-box-hover content-box-column-last content-box-column-last-in-row\"><div class=\"col content-box-wrapper content-wrapper link-area-link-icon content-icon-wrapper-yes icon-hover-animation-fade\" data-animationOffset=\"top-into-view\"><div class=\"heading heading-with-icon icon-left\"><div class=\"icon\"><span style=\"height:42px;width:42px;line-height:22px;border-color:rgba(255,255,255,0);border-width:1px;border-style:solid;background-color:var(--awb-color8);box-sizing:content-box;border-radius:50%;\"><i style=\"border-color:var(--awb-color8);border-width:1px;background-color:#f9dc1d;box-sizing:content-box;height:40px;width:40px;line-height:40px;border-radius:50%;position:relative;top:auto;left:auto;margin:0;border-radius:50%;font-size:20px;\" aria-hidden=\"true\" class=\"fontawesome-icon fa-book-reader fas circle-yes\"><\/i><\/span><\/div><h2 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"--h2_typography-font-size:24px;--fontSize:24;line-height:var(--awb-typography1-line-height);\">Activit\u00e9s 3<\/h2><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\">\n<p><b>D\u00e9butant :<\/b><\/p>\n<p><b>Interm\u00e9diaire :<\/b><\/p>\n<p><b>Expert :<\/b><\/p>\n<p>Identifier la pertinence de chaque comp\u00e9tence dans un monde ou l&rsquo;IA r\u00e8gle ? Quelles sont les comp\u00e9tences \u00e0 d\u00e9velopper en priorit\u00e9 pour contrer l&rsquo;IA ?<\/p>\n<p>Dans un second temps, identifier les comp\u00e9tences n\u00e9cessaires pour acc\u00e9der au nouveau m\u00e9tiers et demandez-vous quelles sont les comp\u00e9tences que vous d\u00e9velopper r\u00e9ellement dans vos cours.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-41 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-21 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-42 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-13\"><ul>\n<li>M\u00e9moriser des informations<\/li>\n<li>Faire preuve d\u2019esprit critique<\/li>\n<li>Poser de bonnes questions \u00e0 une IA<\/li>\n<li>Collaborer avec les autres<\/li>\n<li>Faire un calcul simple<\/li>\n<li>S\u2019adapter \u00e0 une situation nouvelle<\/li>\n<li>V\u00e9rifier la fiabilit\u00e9 d\u2019une information<\/li>\n<li>R\u00e9diger un texte clair et structur\u00e9<\/li>\n<li>Faire preuve de cr\u00e9ativit\u00e9<\/li>\n<li>Appliquer une proc\u00e9dure<\/li>\n<li>Argumenter un point de vue<\/li>\n<li>Utiliser une IA sans en devenir d\u00e9pendant<\/li>\n<li>Comprendre un concept complexe<\/li>\n<\/ul>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-43 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-14\"><ul>\n<li>Rechercher une information simple<\/li>\n<li>Faire preuve d\u2019autonomie<\/li>\n<li>Am\u00e9liorer une production g\u00e9n\u00e9r\u00e9e par IA<\/li>\n<li>Copier ou reformuler un contenu<\/li>\n<li>G\u00e9rer son attention<\/li>\n<li>Structurer sa pens\u00e9e<\/li>\n<li>Pers\u00e9v\u00e9rer face \u00e0 une difficult\u00e9<\/li>\n<li>Identifier les biais d\u2019une IA<\/li>\n<li>Expliquer une id\u00e9e \u00e0 quelqu\u2019un<\/li>\n<li>R\u00e9soudre un probl\u00e8me<\/li>\n<li>Adapter son discours \u00e0 son public<\/li>\n<li>Faire des liens entre des id\u00e9es<\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-22 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-44 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-15\"><p><b>Les nouveaux m\u00e9tiers<\/b><\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-45 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-23 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-46 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-16\"><p><b>1. Architecte d\u2019agents IA : <\/b>c<span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">on\u00e7oit des syst\u00e8mes d\u2019agents autonomes (chatbots, assistants complexes)<\/span><\/p>\n<p>Comp\u00e9tences :<\/p>\n<ul>\n<li>Structuration logique de processus<\/li>\n<li>Pens\u00e9e syst\u00e9mique<\/li>\n<li>Ma\u00eetrise des outils IA<\/li>\n<li>R\u00e9solution de probl\u00e8mes complexes<\/li>\n<\/ul>\n<p><b>2. Auditeur de biais algorithmiques :<\/b> a<span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">nalyse les discriminations produites par les IA<\/span><\/p>\n<p>Comp\u00e9tences :<\/p>\n<ul>\n<li>Esprit critique avanc\u00e9<\/li>\n<li>Analyse de donn\u00e9es<\/li>\n<li>\u00c9thique num\u00e9rique<\/li>\n<li>Compr\u00e9hension des mod\u00e8les IA<\/li>\n<\/ul>\n<p><b>3. Sp\u00e9cialiste en s\u00e9curit\u00e9 des IA (AI security) <\/b>: pr<span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">ot\u00e8ge les syst\u00e8mes IA contre les manipulations et attaques<\/span><\/p>\n<p>Comp\u00e9tences :<\/p>\n<ul>\n<li>Cybers\u00e9curit\u00e9<\/li>\n<li>Anticipation des risques<\/li>\n<li>Analyse technique<\/li>\n<li>Pens\u00e9e strat\u00e9gique<\/li>\n<\/ul>\n<p><b>4. Designer d\u2019interactions humain-IA :<\/b> c<span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">r\u00e9e des interfaces naturelles entre humains et IA<\/span><\/p>\n<p>Comp\u00e9tences :<\/p>\n<ul>\n<li>UX design<\/li>\n<li>Empathie utilisateur<\/li>\n<li>Cr\u00e9ativit\u00e9<\/li>\n<li>Communication visuelle<\/li>\n<\/ul>\n<p><b>5. Ing\u00e9nieur en donn\u00e9es synth\u00e9tiques : <\/b>g<span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">\u00e9n\u00e8re des donn\u00e9es artificielles pour entra\u00eener les IA<\/span><\/p>\n<p>Comp\u00e9tences :<\/p>\n<ul>\n<li>Analyse de donn\u00e9es<\/li>\n<li>Mod\u00e9lisation<\/li>\n<li>Rigueur<\/li>\n<li>Compr\u00e9hension des syst\u00e8mes IA<\/li>\n<\/ul>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-47 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-17\"><p><span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\"><b>6. Sp\u00e9cialiste en r\u00e9gulation et conformit\u00e9 IA (AI compliance)<\/b> : v<\/span><span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">\u00e9rifie que les syst\u00e8mes respectent les lois (RGPD, AI Act\u2026)<\/span><\/p>\n<p>Comp\u00e9tences :<\/p>\n<ul>\n<li>Compr\u00e9hension juridique<\/li>\n<li>Analyse des risques<\/li>\n<li>Rigueur<\/li>\n<li>\u00c9thique<\/li>\n<\/ul>\n<p><b>7. Curateur de contenus IA : <\/b>s<span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">\u00e9lectionne, v\u00e9rifie et am\u00e9liore les contenus g\u00e9n\u00e9r\u00e9s par IA<\/span><\/p>\n<p>Comp\u00e9tences :<\/p>\n<ul>\n<li>Esprit critique<\/li>\n<li>V\u00e9rification de l\u2019information<\/li>\n<li>Synth\u00e8se<\/li>\n<li>Culture num\u00e9rique<\/li>\n<\/ul>\n<p><b>8. Designer de personnalit\u00e9s d\u2019IA :<\/b> d<span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">\u00e9finit le ton, le comportement et les r\u00e9ponses d\u2019une IA<\/span><\/p>\n<p>Comp\u00e9tences :<\/p>\n<ul>\n<li>Cr\u00e9ativit\u00e9<\/li>\n<li>Psychologie des interactions<\/li>\n<li>Communication<\/li>\n<li>Compr\u00e9hension des usages<\/li>\n<\/ul>\n<p><b>9. Sp\u00e9cialiste en \u00e9coconception de l\u2019IA : <\/b>r<span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">\u00e9duit l\u2019impact environnemental des syst\u00e8mes IA<\/span><\/p>\n<p>Comp\u00e9tences :<\/p>\n<ul>\n<li>Sens \u00e9cologique<\/li>\n<li>Analyse d\u2019impact<\/li>\n<li>Pens\u00e9e syst\u00e9mique<\/li>\n<li>Optimisation<\/li>\n<\/ul>\n<p><b>10. Op\u00e9rateur de supervision d\u2019IA (human-in-the-loop)<\/b> : s<span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">urveille et corrige les d\u00e9cisions des IA en temps r\u00e9el<\/span><\/p>\n<p>Comp\u00e9tences :<\/p>\n<ul>\n<li>Attention soutenue<\/li>\n<li>Esprit critique<\/li>\n<li>Prise de d\u00e9cision<\/li>\n<li>R\u00e9activit\u00e9<\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-24 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-background-color:#eaf1f8;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-48 fusion_builder_column_5_6 5_6 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:83.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:2.304%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:2.304%;--awb-width-medium:83.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:2.304%;--awb-spacing-left-medium:2.304%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-18\"><h4>Avanc\u00e9e dans le parcours d&rsquo;autoformation<\/h4>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-49 fusion_builder_column_2_3 2_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:66.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:2.88%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:2.88%;--awb-width-medium:66.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:2.88%;--awb-spacing-left-medium:2.88%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-progressbar\" style=\"--awb-text-align:center;--awb-maximum-value-wrapper-width:90%;\"><div class=\"fusion-progressbar-bar progress-bar\"><div class=\"progress progress-bar-content not-animated\" role=\"progressbar\" aria-labelledby=\"awb-progressbar-label-1\" aria-valuemin=\"0\" aria-valuemax=\"100\" aria-valuenow=\"10\" data-filling-speed=\"600\"><span class=\"progress-title awb-on-bar\"><span class=\"fusion-progressbar-text\" id=\"awb-progressbar-label-1\"><\/span> <span class=\"fusion-progressbar-value\">10<\/span><\/span><\/div><span class=\"awb-pb-max-value-wrap awb-on-bar\"><span class=\"awb-pb-max-value-text\"><\/span><\/span><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-50 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:33.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:5.76%;--awb-spacing-left-medium:5.76%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div style=\"text-align:center;\"><a class=\"fusion-button button-flat fusion-button-default-size button-default fusion-button-default button-1 fusion-button-default-span fusion-button-default-type\" target=\"_self\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Page suivante<\/span><\/a><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-51 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:33.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:5.76%;--awb-spacing-left-medium:5.76%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-52 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:33.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:5.76%;--awb-spacing-left-medium:5.76%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-53 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:33.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:5.76%;--awb-spacing-left-medium:5.76%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div style=\"text-align:center;\"><a class=\"fusion-button button-flat fusion-button-default-size button-default fusion-button-default button-2 fusion-button-default-span fusion-button-default-type\" target=\"_self\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Retour \u00e0 l&rsquo;autoformation<\/span><\/a><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-25 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1200px + 0px );margin-left: calc(-0px \/ 2 );margin-right: calc(-0px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-54 fusion_builder_column_1_6 1_6 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:20px;--awb-spacing-left-large:0px;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-55 fusion_builder_column_1_6 1_6 fusion-flex-column fusion-flex-align-self-flex-start\" style=\"--awb-padding-right:0px;--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:20px;--awb-spacing-left-large:0px;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><i class=\"fb-icon-element-7 fb-icon-element fontawesome-icon fa-flag fas circle-yes fusion-text-flow\" style=\"--awb-circlecolor-hover:var(--awb-color5);--awb-circlebordercolor-hover:var(--awb-color8);--awb-circlebordersize:1px;--awb-font-size:28.16px;--awb-width:56.32px;--awb-height:56.32px;--awb-line-height:54.32px;--awb-margin-right:16px;\"><\/i><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-56 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-padding-left:0px;--awb-bg-size:cover;--awb-border-color:#5078a0;--awb-border-style:solid;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:20px;--awb-spacing-left-large:0px;--awb-width-medium:33.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-8 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-text-color:#5078a0;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:var(--awb-typography1-line-height);\">7. Je vais plus loin<\/h3><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-26 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-57 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:33.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:5.76%;--awb-spacing-left-medium:5.76%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element \" style=\"--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-2 hover-type-none\"><img decoding=\"async\" width=\"1024\" height=\"1024\" title=\"L&rsquo;avenir de l&rsquo;IA et nos m\u00e9tiers\" src=\"https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/Lavenir-de-lIA-et-nos-metiers.png\" alt class=\"img-responsive wp-image-3229\" srcset=\"https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/Lavenir-de-lIA-et-nos-metiers-200x200.png 200w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/Lavenir-de-lIA-et-nos-metiers-400x400.png 400w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/Lavenir-de-lIA-et-nos-metiers-600x600.png 600w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/Lavenir-de-lIA-et-nos-metiers-800x800.png 800w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/Lavenir-de-lIA-et-nos-metiers.png 1024w\" sizes=\"(max-width: 640px) 100vw, 400px\" \/><\/span><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-58 fusion_builder_column_2_3 2_3 fusion-flex-column\" style=\"--awb-bg-color:#eaf1f8;--awb-bg-color-hover:#eaf1f8;--awb-bg-size:cover;--awb-width-large:66.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:2.88%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:2.88%;--awb-width-medium:66.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:2.88%;--awb-spacing-left-medium:2.88%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-19\"><p>Cet ouvrage permet aux enseignants de disposer d\u2019un support clair pour sensibiliser les \u00e9l\u00e8ves aux enjeux de l\u2019intelligence artificielle. Il montre que l\u2019IA ne se limite pas \u00e0 un outil, mais qu\u2019elle transforme en profondeur les m\u00e9tiers et les comp\u00e9tences attendues. Le livre aide \u00e0 aborder avec les \u00e9l\u00e8ves les questions de soci\u00e9t\u00e9, comme l\u2019\u00e9volution du travail, les risques et les opportunit\u00e9s. Il offre aussi des pistes pour r\u00e9fl\u00e9chir \u00e0 la place de l\u2019humain face \u00e0 la machine. Enfin, il constitue un bon point d\u2019appui pour d\u00e9velopper l\u2019esprit critique et engager un d\u00e9bat en classe.<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-27 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-59 fusion_builder_column_1_6 1_6 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:11.52%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:11.52%;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:11.52%;--awb-spacing-left-medium:11.52%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element \" style=\"--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-3 hover-type-none\"><img decoding=\"async\" width=\"1024\" height=\"526\" title=\"ChatGPT Image 15 avr. 2026, 17_00_11\" src=\"https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-15-avr.-2026-17_00_11-e1776266312475.png\" alt class=\"img-responsive wp-image-3247\" srcset=\"https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-15-avr.-2026-17_00_11-e1776266312475-200x103.png 200w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-15-avr.-2026-17_00_11-e1776266312475-400x205.png 400w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-15-avr.-2026-17_00_11-e1776266312475-600x308.png 600w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-15-avr.-2026-17_00_11-e1776266312475-800x411.png 800w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-15-avr.-2026-17_00_11-e1776266312475.png 1024w\" sizes=\"(max-width: 640px) 100vw, 200px\" \/><\/span><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-60 fusion_builder_column_5_6 5_6 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:83.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:2.304%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:2.304%;--awb-width-medium:83.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:2.304%;--awb-spacing-left-medium:2.304%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-20\"><p>Indeed. (2026, 12 janvier). Les m\u00e9tiers qui vont dispara\u00eetre avec l\u2019intelligence artificielle. https:\/\/fr.indeed.com\/conseils-carrieres\/trouver-un-emploi\/metiers-qui-vont-disparaitre-intelligence-artificielle<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":1444,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"100-width.php","meta":{"footnotes":""},"class_list":["post-2565","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Enjeux \u00e9thiques et soci\u00e9taux - P\u00e9dagogie &amp; Intelligence artificielle<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ia-education.be\/?page_id=2565\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Enjeux \u00e9thiques et soci\u00e9taux - P\u00e9dagogie &amp; 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