{"id":2580,"date":"2026-03-14T08:45:35","date_gmt":"2026-03-14T08:45:35","guid":{"rendered":"https:\/\/ia-education.be\/?page_id=2580"},"modified":"2026-05-23T15:16:11","modified_gmt":"2026-05-23T15:16:11","slug":"types-derreurs-2","status":"publish","type":"page","link":"https:\/\/ia-education.be\/?page_id=2580","title":{"rendered":"types d&rsquo;erreurs 2"},"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-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=\"hero-wrapper\">\n\n  <div class=\"hero-title\">\n\n    <div class=\"hero-line\"><\/div>\n    <div class=\"hero-glow\"><\/div>\n\n    <div class=\"hero-content\">\n\n      <div class=\"hero-badge\">\n        MODULE IA\n      <\/div>\n\n      <h1>Types d\u2019erreurs<\/h1>\n\n      <p>\n        Comprendre les principales erreurs li\u00e9es \u00e0 l\u2019IA,\n        aux biais et \u00e0 l\u2019analyse critique.\n      <\/p>\n\n    <\/div>\n\n  <\/div>\n\n<\/div>\n\n<style>\n\n\/* WRAPPER *\/\n\n.hero-wrapper{\n  position:relative;\n\n  text-align:left;\n\n  margin:20px 0 -90px;\n\n  padding-left:8%;\n\n  z-index:5;\n}\n\n\/* BLOC PRINCIPAL *\/\n\n.hero-title{\n  position:relative;\n\n  overflow:hidden;\n\n  width:680px;\n\n  max-width:calc(100% - 40px);\n\n  padding:28px 40px 32px 48px;\n\n  border-radius:28px;\n\n  background:\n  linear-gradient(\n    135deg,\n    #5078a0 0%,\n    #6f97c1 100%\n  );\n\n  box-shadow:\n  0 18px 40px rgba(50,80,120,0.18);\n\n  color:white;\n\n  text-align:left;\n}\n\n\/* LIGNE GAUCHE *\/\n\n.hero-line{\n  position:absolute;\n\n  left:0;\n  top:0;\n\n  width:12px;\n  height:100%;\n\n  border-radius:28px 0 0 28px;\n\n  background:\n  rgba(255,255,255,0.28);\n}\n\n\/* LUMIERE *\/\n\n.hero-glow{\n  position:absolute;\n\n  top:-80px;\n  right:-70px;\n\n  width:220px;\n  height:220px;\n\n  border-radius:50%;\n\n  background:\n  radial-gradient(\n    circle,\n    rgba(255,255,255,0.22),\n    transparent 70%\n  );\n}\n\n\/* CONTENU *\/\n\n.hero-content{\n  position:relative;\n  z-index:2;\n}\n\n\/* BADGE *\/\n\n.hero-badge{\n  display:inline-block;\n\n  padding:6px 14px;\n\n  border-radius:999px;\n\n  background:\n  rgba(255,255,255,0.16);\n\n  font-size:11px;\n\n  letter-spacing:1px;\n\n  font-weight:700;\n\n  margin-bottom:14px;\n}\n\n\/* TITRE *\/\n\n.hero-title h1{\n  margin:0;\n\n  font-size:54px;\n\n  line-height:1;\n\n  font-weight:800;\n\n  color:white;\n}\n\n\/* TEXTE *\/\n\n.hero-title p{\n  margin:18px 0 0;\n\n  font-size:23px;\n\n  line-height:1.45;\n\n  color:\n  rgba(255,255,255,0.94);\n\n  max-width:560px;\n}\n\n\/* MOBILE *\/\n\n@media(max-width:768px){\n\n.hero-wrapper{\n  padding-left:16px;\n  padding-right:16px;\n\n  margin:20px 0 -50px;\n}\n\n.hero-title{\n  width:auto;\n\n  max-width:100%;\n\n  padding:24px 24px 28px 34px;\n\n  border-radius:24px;\n}\n\n.hero-line{\n  width:10px;\n}\n\n.hero-title h1{\n  font-size:34px;\n}\n\n.hero-title p{\n  font-size:16px;\n}\n\n}\n\n<\/style><\/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_3_5 3_5 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:60%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.2%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.2%;--awb-width-medium:60%;--awb-order-medium:0;--awb-spacing-right-medium:3.2%;--awb-spacing-left-medium:3.2%;--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_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 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);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\" style=\"--h2_typography-font-size:24px;line-height:29px;padding-left:64px;\">Objectif de cette page<\/h2><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\">\n<div>\n<ul>\n<li><span style=\"letter-spacing: 0.24px;\">Comprendre les biais et les erreurs possibles des intelligences artificielles.<\/span><\/li>\n<li><span style=\"letter-spacing: 0.18px;\">Identifier les diff\u00e9rentes formes de deepfakes et de d\u00e9sinformation.<\/span><\/li>\n<li><span style=\"letter-spacing: 0.18px;\">D\u00e9velopper l\u2019esprit critique face aux contenus g\u00e9n\u00e9r\u00e9s ou manipul\u00e9s par l\u2019IA.<\/span><\/li>\n<\/ul>\n<p style=\"letter-spacing: 0.24px;\">\n<ul>\n<\/ul>\n<ul>\n<\/ul>\n<\/div>\n<\/div><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/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:calc( 1200px + 0px );margin-left: calc(-0px \/ 2 );margin-right: calc(-0px \/ 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: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-4 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-5 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-1 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\" style=\"margin:0;\">1. Je d\u00e9couvre<\/h3><\/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:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-6 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-1\"><p>Les intelligences artificielles peuvent produire des biais, car elles apprennent \u00e0 partir de donn\u00e9es cr\u00e9\u00e9es par les humains ; si ces donn\u00e9es contiennent des st\u00e9r\u00e9otypes ou des in\u00e9galit\u00e9s, l\u2019IA peut les reproduire ou m\u00eame les amplifier. Elles peuvent aussi g\u00e9n\u00e9rer des hallucinations, c\u2019est-\u00e0-dire des r\u00e9ponses incorrectes ou invent\u00e9es qui semblent pourtant cr\u00e9dibles, ce qui n\u00e9cessite de toujours v\u00e9rifier les informations produites.<\/p>\n<\/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-7 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-overflow:hidden;--awb-bg-size:cover;--awb-border-color:#5078a0;--awb-border-top:3px;--awb-border-right:3px;--awb-border-bottom:3px;--awb-border-left:3px;--awb-border-style:solid;--awb-border-radius:20px 20px 20px 20px;--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-block\"><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\" style=\"--h2_typography-font-size:24px;line-height:29px;\">Activit\u00e9s 1<\/h2><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\">\n<p><span style=\"background-color: rgba(0, 0, 0, 0); letter-spacing: 0.18px;\">En regardant ces vid\u00e9os vous pourriez les int\u00e9grer dans Notebooklm et voir ce que cette appication permet ou tester l&rsquo;application <\/span><span style=\"background-color: rgba(0, 0, 0, 0); letter-spacing: 0.24px;\"><a href=\"https:\/\/www.turboscribe.ai\">TurboScribe<\/a> qui vous retranscrira tout le texte de la vid\u00e9o vous permettant de reprendre des extraits et d&rsquo;en faire un document p\u00e9dagogique.<\/span><\/p>\n<\/div><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-8 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\/MkUzTHPePS8?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-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: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_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\/TBvOz6oNad0?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-10 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\/EeXtizJpdBo?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-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:calc( 1200px + 0px );margin-left: calc(-0px \/ 2 );margin-right: calc(-0px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-11 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-12 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-13 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\" style=\"margin:0;\">2. Je comprends<\/h3><\/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-14 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-2\"><p><b>Les biais<\/b><\/p>\n<h5>Ces ph\u00e9nom\u00e8nes ne jouent pas le m\u00eame r\u00f4le : certains rel\u00e8vent des limites de l\u2019IA, d\u2019autres de son utilisation pour manipuler l\u2019information.<\/h5>\n<p>Les intelligences artificielles apprennent \u00e0 partir de donn\u00e9es produites par les humains. Si ces donn\u00e9es contiennent des biais ou des in\u00e9galit\u00e9s, l\u2019IA peut reproduire ou amplifier ces probl\u00e8mes.<\/p>\n<p>Par exemple, un syst\u00e8me d\u2019IA utilis\u00e9 pour analyser des candidatures peut privil\u00e9gier certains profils si les donn\u00e9es utilis\u00e9es pour l\u2019entra\u00eener refl\u00e8tent des pratiques de recrutement pass\u00e9es d\u00e9j\u00e0 biais\u00e9es.<\/p>\n<p>Dans certains syst\u00e8mes de reconnaissance faciale, on a \u00e9galement observ\u00e9 des taux d\u2019erreur plus \u00e9lev\u00e9s pour certaines populations, notamment lorsque les donn\u00e9es d\u2019entra\u00eenement ne repr\u00e9sentaient pas suffisamment la diversit\u00e9 des visages.<\/p>\n<p>Ces situations posent des questions importantes sur l\u2019\u00e9quit\u00e9 et la justice dans l\u2019utilisation des technologies.<\/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-15 fusion_builder_column_1_4 1_4 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:25%;--awb-margin-top-large:0px;--awb-spacing-right-large:7.68%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:7.68%;--awb-width-medium:25%;--awb-order-medium:0;--awb-spacing-right-medium:7.68%;--awb-spacing-left-medium:7.68%;--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><b>Biais d\u2019automatisation<\/b><\/p>\n<p>Le biais d\u2019automatisation correspond \u00e0 la tendance \u00e0 faire confiance excessivement \u00e0 une d\u00e9cision prise par une machine, m\u00eame lorsque celle-ci est erron\u00e9e.<\/p>\n<p>Exemple : un \u00e9l\u00e8ve accepte une r\u00e9ponse g\u00e9n\u00e9r\u00e9e par une IA sans la v\u00e9rifier, pensant qu\u2019elle est forc\u00e9ment correcte, alors qu\u2019elle contient une erreur.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-16 fusion_builder_column_1_4 1_4 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:25%;--awb-margin-top-large:0px;--awb-spacing-right-large:7.68%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:7.68%;--awb-width-medium:25%;--awb-order-medium:0;--awb-spacing-right-medium:7.68%;--awb-spacing-left-medium:7.68%;--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>Biais linguistique<\/b><\/p>\n<p>Ce biais appara\u00eet lorsque l\u2019IA fonctionne mieux dans certaines langues que dans d\u2019autres, souvent parce qu\u2019elle a \u00e9t\u00e9 davantage entra\u00een\u00e9e sur ces langues.<\/p>\n<p>Exemple : une IA donne une r\u00e9ponse tr\u00e8s pr\u00e9cise en anglais mais une r\u00e9ponse plus approximative ou simplifi\u00e9e en fran\u00e7ais.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-17 fusion_builder_column_1_4 1_4 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:25%;--awb-margin-top-large:0px;--awb-spacing-right-large:7.68%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:7.68%;--awb-width-medium:25%;--awb-order-medium:0;--awb-spacing-right-medium:7.68%;--awb-spacing-left-medium:7.68%;--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><b>Biais historique<\/b><\/p>\n<p>Le biais historique se produit lorsque l\u2019IA reproduit des pratiques pass\u00e9es, m\u00eame si celles-ci sont d\u00e9pass\u00e9es ou injustes.<\/p>\n<p>Exemple : un algorithme d\u2019orientation scolaire qui reproduit des in\u00e9galit\u00e9s anciennes en orientant syst\u00e9matiquement certains profils vers les m\u00eames fili\u00e8res.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-18 fusion_builder_column_1_4 1_4 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:25%;--awb-margin-top-large:0px;--awb-spacing-right-large:7.68%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:7.68%;--awb-width-medium:25%;--awb-order-medium:0;--awb-spacing-right-medium:7.68%;--awb-spacing-left-medium:7.68%;--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>Biais algorithmique<\/b><\/p>\n<p>Ce biais est li\u00e9 aux choix techniques faits lors de la conception de l\u2019algorithme. L\u2019IA peut privil\u00e9gier certaines d\u00e9cisions en fonction de la mani\u00e8re dont elle a \u00e9t\u00e9 programm\u00e9e.<\/p>\n<p>Exemple : une IA de recrutement qui favorise certains crit\u00e8res (\u00e2ge, parcours, mots-cl\u00e9s) au d\u00e9triment d\u2019autres profils pourtant pertinents.<\/p>\n<\/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:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-19 fusion_builder_column_1_4 1_4 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:25%;--awb-margin-top-large:0px;--awb-spacing-right-large:7.68%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:7.68%;--awb-width-medium:25%;--awb-order-medium:0;--awb-spacing-right-medium:7.68%;--awb-spacing-left-medium:7.68%;--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\"><p><b>Biais de repr\u00e9sentation<\/b><\/p>\n<p>Ce biais appara\u00eet lorsque certaines cat\u00e9gories de personnes sont sous-repr\u00e9sent\u00e9es ou mal repr\u00e9sent\u00e9es dans les donn\u00e9es utilis\u00e9es pour entra\u00eener l\u2019IA.<\/p>\n<p>Exemple : une IA de reconnaissance faciale qui fonctionne moins bien sur certaines couleurs de peau car elle a \u00e9t\u00e9 entra\u00een\u00e9e majoritairement sur des visages europ\u00e9ens.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-20 fusion_builder_column_1_4 1_4 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:25%;--awb-margin-top-large:0px;--awb-spacing-right-large:7.68%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:7.68%;--awb-width-medium:25%;--awb-order-medium:0;--awb-spacing-right-medium:7.68%;--awb-spacing-left-medium:7.68%;--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>Biais de donn\u00e9es<\/b><\/p>\n<p>Le biais de donn\u00e9es survient lorsque les donn\u00e9es utilis\u00e9es sont incompl\u00e8tes, d\u00e9s\u00e9quilibr\u00e9es ou de mauvaise qualit\u00e9.<\/p>\n<p><span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">Exemple : une IA entra\u00een\u00e9e sur des donn\u00e9es provenant uniquement d\u2019un pays donne des r\u00e9sultats peu pertinents dans un autre contexte culturel.<\/span><\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-21 fusion_builder_column_1_4 1_4 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:25%;--awb-margin-top-large:0px;--awb-spacing-right-large:7.68%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:7.68%;--awb-width-medium:25%;--awb-order-medium:0;--awb-spacing-right-medium:7.68%;--awb-spacing-left-medium:7.68%;--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-9\"><p><b>Biais de confirmation<\/b><\/p>\n<p>Le biais de confirmation correspond \u00e0 la tendance \u00e0 privil\u00e9gier les informations qui confirment une id\u00e9e pr\u00e9existante.<\/p>\n<p>Exemple : un utilisateur pose une question orient\u00e9e \u00e0 une IA et ne retient que les \u00e9l\u00e9ments qui vont dans son sens, renfor\u00e7ant ainsi sa conviction initiale.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-22 fusion_builder_column_1_4 1_4 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:25%;--awb-margin-top-large:0px;--awb-spacing-right-large:7.68%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:7.68%;--awb-width-medium:25%;--awb-order-medium:0;--awb-spacing-right-medium:7.68%;--awb-spacing-left-medium:7.68%;--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><b>Biais de s\u00e9lection<\/b><\/p>\n<p>Ce biais intervient lorsque les donn\u00e9es utilis\u00e9es ne repr\u00e9sentent pas correctement l\u2019ensemble de la r\u00e9alit\u00e9, car elles ont \u00e9t\u00e9 s\u00e9lectionn\u00e9es de mani\u00e8re partielle.<\/p>\n<p>Exemple : une \u00e9tude bas\u00e9e uniquement sur des \u00e9l\u00e8ves performants conduit une IA \u00e0 proposer des solutions inadapt\u00e9es aux \u00e9l\u00e8ves en difficult\u00e9.<\/p>\n<\/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-23 fusion_builder_column_1_4 1_4 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:25%;--awb-margin-top-large:0px;--awb-spacing-right-large:7.68%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:7.68%;--awb-width-medium:25%;--awb-order-medium:0;--awb-spacing-right-medium:7.68%;--awb-spacing-left-medium:7.68%;--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>Biais culturel<\/b><\/p>\n<p>Le biais culturel appara\u00eet lorsque l\u2019IA refl\u00e8te les normes, valeurs ou r\u00e9f\u00e9rences d\u2019une culture dominante.<\/p>\n<p>Exemple : une IA propose des exemples ou des contenus principalement issus de la culture am\u00e9ricaine, peu adapt\u00e9s \u00e0 un contexte europ\u00e9en ou local.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-24 fusion_builder_column_1_4 1_4 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:25%;--awb-margin-top-large:0px;--awb-spacing-right-large:7.68%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:7.68%;--awb-width-medium:25%;--awb-order-medium:0;--awb-spacing-right-medium:7.68%;--awb-spacing-left-medium:7.68%;--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-12\"><p><b>Biais de mesure<\/b><\/p>\n<p>Le biais de mesure survient lorsque les outils ou indicateurs utilis\u00e9s pour \u00e9valuer une situation sont eux-m\u00eames imparfaits.<\/p>\n<p>Exemple : une IA qui \u00e9value la performance sportive uniquement sur le nombre de calories d\u00e9pens\u00e9es, sans tenir compte d\u2019autres facteurs comme la technique ou l\u2019endurance.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-25 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\"><\/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:calc( 1200px + 0px );margin-left: calc(-0px \/ 2 );margin-right: calc(-0px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-26 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-27 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-28 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\" style=\"margin:0;\">3. J&rsquo;applique<\/h3><\/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:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-29 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-image-element \" style=\"--awb-aspect-ratio:3 \/ 2;--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 has-aspect-ratio\"><img decoding=\"async\" width=\"1024\" height=\"683\" title=\"Petit-d\u00e9jeuner en famille joyeux\" src=\"https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/Petit-dejeuner-en-famille-joyeux-1024x683.png\" class=\"img-responsive wp-image-3141 img-with-aspect-ratio\" data-parent-fit=\"cover\" data-parent-container=\".fusion-image-element\" alt srcset=\"https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/Petit-dejeuner-en-famille-joyeux-200x133.png 200w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/Petit-dejeuner-en-famille-joyeux-400x267.png 400w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/Petit-dejeuner-en-famille-joyeux-600x400.png 600w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/Petit-dejeuner-en-famille-joyeux-800x533.png 800w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/Petit-dejeuner-en-famille-joyeux-1200x800.png 1200w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/Petit-dejeuner-en-famille-joyeux.png 1536w\" sizes=\"(max-width: 640px) 100vw, 800px\" \/><\/span><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-30 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-text fusion-text-14\"><p>Etes-vous capabe de rep\u00e9rer les 9 \u00e9l\u00e9ments qui indiquent que cette image a \u00e9t\u00e9 r\u00e9alis\u00e9e par l&rsquo;IA<\/p>\n<p>R\u00e9ponses :<\/p><\/p>\n<\/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-31 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-image-element \" style=\"--awb-aspect-ratio:3 \/ 2;--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 has-aspect-ratio\"><img decoding=\"async\" width=\"1024\" height=\"683\" title=\"Sc\u00e8ne urbaine en fin de journ\u00e9e \u00e0 T\u00e9h\u00e9ran\" src=\"https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/Scene-urbaine-en-fin-de-journee-a-Teheran-1024x683.png\" class=\"img-responsive wp-image-3140 img-with-aspect-ratio\" data-parent-fit=\"cover\" data-parent-container=\".fusion-image-element\" alt srcset=\"https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/Scene-urbaine-en-fin-de-journee-a-Teheran-200x133.png 200w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/Scene-urbaine-en-fin-de-journee-a-Teheran-400x267.png 400w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/Scene-urbaine-en-fin-de-journee-a-Teheran-600x400.png 600w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/Scene-urbaine-en-fin-de-journee-a-Teheran-800x533.png 800w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/Scene-urbaine-en-fin-de-journee-a-Teheran-1200x800.png 1200w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/Scene-urbaine-en-fin-de-journee-a-Teheran.png 1536w\" sizes=\"(max-width: 640px) 100vw, 800px\" \/><\/span><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-32 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-text fusion-text-15\"><p>Etes-vous capabe de rep\u00e9rer les 3 \u00e9l\u00e9ments qui indiquent que cette image a \u00e9t\u00e9 r\u00e9alis\u00e9e par l&rsquo;IA<\/p>\n<p>R\u00e9ponses :<\/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-33 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 style=\"\n  display:flex;\n  align-items:flex-start;\n  gap:10px;\n  background:#f4f7fb;\n  border-left:4px solid #5078a0;\n  padding:10px 12px;\n  border-radius:8px;\n  font-size:14px;\n  line-height:1.4;\n  max-width:100%;\n\">\n  <div style=\"\n    font-size:16px;\n    color:#5078a0;\n    margin-top:2px;\n  \">\u24d8<\/div>\n\n  <div>\n    <strong style=\"color:#5078a0;\">Regard r\u00e9flexif<\/strong><br>\n    Cr\u00e9er de nouveaux produits gr\u00e2ce \u00e7 l'IA permet de faciliter la mise en place de nouvelles activit\u00e9s p\u00e9dagogiques et vous que pourriez-vous cr\u00e9er ?\n  <\/div>\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-34 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-35 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-36 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\" style=\"margin:0;\">4. J&rsquo;analyse<\/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:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-37 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-16\"><\/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-38 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-17\"><p>Wooclap : on ne sait pas l&rsquo;int\u00e9grer via un iframe \u00e0 l&rsquo;inverse de Wooflash mais ce dernier demande un compte pour se connecter au Quiz. Ces deux applications sont faciles en classe en partager le qrdcode et le code mais pour int\u00e9grer dans une plateforme accessible \u00e0 tous, non.<\/p>\n<\/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-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-39 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-18\"><h5 style=\"text-align: center;\">Les deepfakes sont des contenus g\u00e9n\u00e9r\u00e9s ou modifi\u00e9s par l\u2019IA pour imiter la r\u00e9alit\u00e9.<\/h5>\n<\/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-text fusion-text-19\"><h5 data-fontsize=\"20\" data-lineheight=\"24px\" class=\"fusion-responsive-typography-calculated\" style=\"--fontSize: 20; line-height: 1.2; --minFontSize: 20;\"><b style=\"font-size: 16px; letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">Deepfake vid\u00e9o<\/b><\/h5>\n<p>Un deepfake vid\u00e9o est une vid\u00e9o modifi\u00e9e ou g\u00e9n\u00e9r\u00e9e par une intelligence artificielle dans laquelle le visage, les expressions ou les gestes d\u2019une personne sont remplac\u00e9s ou imit\u00e9s de mani\u00e8re r\u00e9aliste.<\/p>\n<\/p>\n<ul>\n<li><span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">Exemple : une vid\u00e9o montre une personnalit\u00e9 politique pronon\u00e7ant un discours qu\u2019elle n\u2019a jamais tenu.<\/span><\/li>\n<li>Exemple c\u00e9l\u00e8bre : fausse allocution de Volodymyr Zelensky appelant \u00e0 la reddition.<\/li>\n<\/ul>\n<p style=\"color: rgb(232, 13, 159);\"><b style=\"background-color: rgba(0, 0, 0, 0); letter-spacing: 0.24px; color: rgb(20, 22, 23);\">Deepfake audio<\/b><\/p>\n<p>Un deepfake audio consiste \u00e0 reproduire artificiellement la voix d\u2019une personne \u00e0 partir d\u2019enregistrements existants, afin de g\u00e9n\u00e9rer des paroles cr\u00e9dibles.<\/p>\n<ul>\n<li>Exemple : un faux message vocal imitant la voix d\u2019un directeur demandant une action urgente \u00e0 un enseignant.<\/li>\n<li>Exemple : clonage vocal utilis\u00e9 dans des arnaques. Police belge<\/li>\n<\/ul>\n<p>https:\/\/www.police.be\/5998\/fr\/actualites\/deepfakes-vocaux-attention-aux-logiciels-dia-qui-imitent-les-voix-de-vos-proches?utm_source=chatgpt.com<\/p>\n<p><b>Deepfake image<\/b><\/p>\n<p>Un deepfake image est une image g\u00e9n\u00e9r\u00e9e ou modifi\u00e9e par une IA, donnant l\u2019impression qu\u2019une sc\u00e8ne r\u00e9elle a \u00e9t\u00e9 photographi\u00e9e alors qu\u2019elle n\u2019a jamais exist\u00e9.<\/p>\n<ul>\n<li>Exemple : une photo r\u00e9aliste montrant un \u00e9v\u00e9nement ou une rencontre qui n\u2019a en r\u00e9alit\u00e9 jamais eu lieu.<\/li>\n<li>Exemple : l\u2019image virale du pape Fran\u00e7ois en doudoune blanche. Le Monde<\/li>\n<\/ul>\n<p>https:\/\/www.lemonde.fr\/les-decodeurs\/article\/2023\/03\/30\/comment-reconnaitre-une-image-generee-par-midjourney_6167525_4355770.html?utm_source=chatgpt.com<\/p>\n<p><b>Deepfake textuel<\/b><\/p>\n<p>Le deepfake textuel correspond \u00e0 la production de textes cr\u00e9dibles mais faux, g\u00e9n\u00e9r\u00e9s par une intelligence artificielle capable d\u2019imiter des styles ou des sources.<\/p>\n<ul>\n<li>Exemple : article volontairement r\u00e9dig\u00e9 par IA avec pr\u00e9sence de fake news<\/li>\n<li>Exemple : un faux article de presse ou une fausse d\u00e9claration attribu\u00e9e \u00e0 une personnalit\u00e9.<\/li>\n<\/ul>\n<p><b style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">Deepfake conversationnel<\/b><\/p>\n<p>Le deepfake conversationnel consiste \u00e0 simuler une interaction humaine r\u00e9aliste \u00e0 l\u2019aide d\u2019un chatbot ou d\u2019un agent conversationnel, donnant l\u2019impression de dialoguer avec une vraie personne.<\/p>\n<ul>\n<li>Exemple : un utilisateur \u00e9change avec un chatbot en pensant parler \u00e0 un conseiller r\u00e9el ou \u00e0 un enseignant.<\/li>\n<li>Exemple : Replika, pr\u00e9sent\u00e9 comme un chatbot \u00e9motionnel pouvant devenir un \u201cami\u201d virtuel. Universit\u00e9 de Strasbourg<\/li>\n<\/ul>\n<\/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 class=\"fusion-text fusion-text-20\"><p><b><u>Quelques exemples : <\/u><\/b><\/p>\n<p><b><u>Deepfake vid\u00e9o : Barack Obama (2018)<\/u><\/b><\/p>\n<p>Ce que montre la vid\u00e9o : o<span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">n voit Barack Obama parler face cam\u00e9ra. <\/span><span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">Il semble tenir un discours r\u00e9aliste mais<\/span><span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">\u2026 la vid\u00e9o est enti\u00e8rement manipul\u00e9e<\/span><\/p>\n<p>En r\u00e9alit\u00e9 : <span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">la voix est celle de Jordan Peele, <\/span><span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">le visage a \u00e9t\u00e9 recr\u00e9\u00e9 par IA<\/span><\/p>\n<\/div><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\/cQ54GDm1eL0?wmode=transparent&autoplay=0\" width=\"600\" height=\"360\" allowfullscreen allow=\"autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture;\"><\/iframe><\/div><\/div><\/div><div class=\"fusion-text fusion-text-21\"><p><b><u>Deepfake audio : UK energy firm (2019)<span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">)<\/span><\/u><\/b><\/p>\n<p>Ce qui s\u2019est pass\u00e9 : un dirigeant d\u2019une entreprise \u00e9nerg\u00e9tique au Royaume-Uni re\u00e7oit un appel t\u00e9l\u00e9phonique.<\/p>\n<p><a href=\"https:\/\/www.tf1info.fr\/international\/hong-kong-il-croyait-echanger-en-visio-avec-son-directeur-un-deepfake-permet-de-derober-24-millions-d-euros-2285250.html\" style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">D\u00e9couvez l&rsquo;article<\/a><\/p>\n<\/p>\n<p><b><u>Deepfake image : l\u2019arrestation de Donald Trump (2023)<\/u><\/b><\/p>\n<\/div><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=\"960\" height=\"640\" title=\"jgY9rTmztMsO6ouKIdzqOB47K6Ta0TsjVoVKEMWKja1KDRYUBFNmPyUT-RFx60yAHG7H4GYt8krf9sPXk2tbeFIpbNV99eNuaNeq_Rk_DTmq5LG2AaBdHfIos4HHO3AfSeXEh_yOEiiCi1OM16ZfRPwTeF0zUU9ljvNLyWa49AxGYmNEPYoVyqnL0dWQl2T4\" src=\"https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/jgY9rTmztMsO6ouKIdzqOB47K6Ta0TsjVoVKEMWKja1KDRYUBFNmPyUT-RFx60yAHG7H4GYt8krf9sPXk2tbeFIpbNV99eNuaNeq_Rk_DTmq5LG2AaBdHfIos4HHO3AfSeXEh_yOEiiCi1OM16ZfRPwTeF0zUU9ljvNLyWa49AxGYmNEPYoVyqnL0dWQl2T4.jpeg\" alt class=\"img-responsive wp-image-3194\" srcset=\"https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/jgY9rTmztMsO6ouKIdzqOB47K6Ta0TsjVoVKEMWKja1KDRYUBFNmPyUT-RFx60yAHG7H4GYt8krf9sPXk2tbeFIpbNV99eNuaNeq_Rk_DTmq5LG2AaBdHfIos4HHO3AfSeXEh_yOEiiCi1OM16ZfRPwTeF0zUU9ljvNLyWa49AxGYmNEPYoVyqnL0dWQl2T4-200x133.jpeg 200w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/jgY9rTmztMsO6ouKIdzqOB47K6Ta0TsjVoVKEMWKja1KDRYUBFNmPyUT-RFx60yAHG7H4GYt8krf9sPXk2tbeFIpbNV99eNuaNeq_Rk_DTmq5LG2AaBdHfIos4HHO3AfSeXEh_yOEiiCi1OM16ZfRPwTeF0zUU9ljvNLyWa49AxGYmNEPYoVyqnL0dWQl2T4-400x267.jpeg 400w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/jgY9rTmztMsO6ouKIdzqOB47K6Ta0TsjVoVKEMWKja1KDRYUBFNmPyUT-RFx60yAHG7H4GYt8krf9sPXk2tbeFIpbNV99eNuaNeq_Rk_DTmq5LG2AaBdHfIos4HHO3AfSeXEh_yOEiiCi1OM16ZfRPwTeF0zUU9ljvNLyWa49AxGYmNEPYoVyqnL0dWQl2T4-600x400.jpeg 600w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/jgY9rTmztMsO6ouKIdzqOB47K6Ta0TsjVoVKEMWKja1KDRYUBFNmPyUT-RFx60yAHG7H4GYt8krf9sPXk2tbeFIpbNV99eNuaNeq_Rk_DTmq5LG2AaBdHfIos4HHO3AfSeXEh_yOEiiCi1OM16ZfRPwTeF0zUU9ljvNLyWa49AxGYmNEPYoVyqnL0dWQl2T4-800x533.jpeg 800w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/jgY9rTmztMsO6ouKIdzqOB47K6Ta0TsjVoVKEMWKja1KDRYUBFNmPyUT-RFx60yAHG7H4GYt8krf9sPXk2tbeFIpbNV99eNuaNeq_Rk_DTmq5LG2AaBdHfIos4HHO3AfSeXEh_yOEiiCi1OM16ZfRPwTeF0zUU9ljvNLyWa49AxGYmNEPYoVyqnL0dWQl2T4.jpeg 960w\" sizes=\"(max-width: 640px) 100vw, 600px\" \/><\/span><\/div><div class=\"fusion-text fusion-text-22\"><p><b><u>Deepfake textuel :  affaire Mata v. Avianca<\/u><\/b><\/p>\n<p>Ce qui s\u2019est pass\u00e9<\/p>\n<p>Un avocat am\u00e9ricain a utilis\u00e9 ChatGPT pour r\u00e9diger un document juridique.<\/p>\n<p>D\u00e9couvrez l&rsquo;article<\/p>\n<p><span style=\"background-color: rgba(0, 0, 0, 0); letter-spacing: 0.24px;\"><b><u>Deepfake conversationnel : fraude en visioconf\u00e9rence (Hong Kong, 2024)<\/u><\/b><\/span><\/p>\n<p>Un employ\u00e9 participe \u00e0 une visioconf\u00e9rence. <span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">Il pense parler \u00e0 :<\/span><\/p>\n<p>son directeur <span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">plusieurs coll\u00e8gues. <\/span><span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">Tous semblent r\u00e9els (visage + voix)<\/span><\/p>\n<p>Mais <span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">tous les participants \u00e9taient des deepfakes g\u00e9n\u00e9r\u00e9s par IA<\/span><\/p>\n<p>D\u00e9couvre l&rsquo;article<\/p>\n<\/div><\/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><\/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-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-42 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-23\"><h5 style=\"text-align: center;\">La d\u00e9sinformation correspond \u00e0 la diffusion volontaire d\u2019informations fausses ou trompeuses.<\/h5>\n<\/div><\/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-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-24\"><h5 data-fontsize=\"20\" data-lineheight=\"24px\" class=\"fusion-responsive-typography-calculated\" style=\"--fontSize: 20; line-height: 1.2; --minFontSize: 20;\"><span style=\"font-size: 16px; font-weight: 400; letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">La d\u00e9sinformation regroupe diff\u00e9rentes formes de contenus trompeurs, qui ne se distinguent pas seulement par leur contenu, mais aussi par l\u2019intention et la mani\u00e8re dont ils sont utilis\u00e9s.<\/span><\/h5>\n<p><b>M\u00e9sinformation<\/b><\/p>\n<p>La m\u00e9sinformation correspond \u00e0 une information fausse ou inexacte diffus\u00e9e sans intention de tromper. La personne qui la partage pense qu\u2019elle est vraie.<\/p>\n<\/p>\n<ul>\n<li><span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">Exemple : partager sur un r\u00e9seau social une information erron\u00e9e sur un \u00e9v\u00e9nement ou une donn\u00e9e scientifique.<\/span><\/li>\n<\/ul>\n<p><b>D\u00e9sinformation<\/b><\/p>\n<p>La d\u00e9sinformation est une information volontairement fausse, cr\u00e9\u00e9e et diffus\u00e9e dans le but de manipuler, influencer ou nuire.<\/p>\n<ul>\n<li>Exemple : cr\u00e9er un faux site ou une fausse information pour influencer une opinion ou un comportement.<\/li>\n<\/ul>\n<p><b>Malinformation<\/b><\/p>\n<p>La malinformation repose sur des informations vraies, mais utilis\u00e9es de mani\u00e8re trompeuse, hors contexte ou d\u00e9tourn\u00e9es.<\/p>\n<ul>\n<li>Exemple : partager une image r\u00e9elle mais ancienne en la pr\u00e9sentant comme actuelle.<\/li>\n<li>Exemple c\u00e9l\u00e8bre : diffusion d\u2019anciennes images de catastrophes naturelles pr\u00e9sent\u00e9es comme des \u00e9v\u00e9nements r\u00e9cents pour cr\u00e9er de la panique ou de l\u2019\u00e9motion.<\/li>\n<\/ul>\n<p><b>Contenu trompeur (misleading content)<\/b><\/p>\n<p>Il s\u2019agit d\u2019une information partiellement vraie, mais pr\u00e9sent\u00e9e de mani\u00e8re biais\u00e9e pour induire en erreur.<\/p>\n<ul>\n<li>Exemple : un titre d\u2019article exag\u00e9r\u00e9 ou sensationnaliste qui ne refl\u00e8te pas r\u00e9ellement le contenu.<\/li>\n<li>Exemple c\u00e9l\u00e8bre : certains titres de presse ou publications sur les r\u00e9seaux sociaux qui amplifient un fait mineur pour g\u00e9n\u00e9rer du clic (\u201cclickbait\u201d).<\/li>\n<\/ul>\n<p><b>Contenu fabriqu\u00e9 (fabricated content)<\/b><\/p>\n<p>Le contenu est enti\u00e8rement invent\u00e9, sans aucune base r\u00e9elle.<\/p>\n<ul>\n<li>Exemple : une fausse citation ou un \u00e9v\u00e9nement totalement fictif.<\/li>\n<li>Exemple c\u00e9l\u00e8bre : les \u201cfake news\u201d invent\u00e9es de toutes pi\u00e8ces diffus\u00e9es sur certains sites pendant des campagnes politiques ou m\u00e9diatiques.<\/li>\n<\/ul>\n<ul>\n<\/ul>\n<\/div><\/div><\/div><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-25\"><p><b>Quelques exemples : <\/b><\/p>\n<p><b>M\u00e9sinformation<\/b><\/p>\n<p>Exemple c\u00e9l\u00e8bre : pendant la pand\u00e9mie de Covid-19, de nombreuses personnes ont relay\u00e9 des rem\u00e8des inefficaces (comme boire certaines boissons ou prendre des substances non valid\u00e9es), sans vouloir nuire mais en pensant aider.<\/p>\n<p><a href=\"https:\/\/trustmyscience.com\/covid-19-derriere-crise-sanitaire-crise-informationnelle\/?utm_source=chatgpt.com\">D\u00e9couvrez l&rsquo;article<\/a><\/p>\n<p><b>D\u00e9sinformation<\/b><\/p>\n<p>Exemple c\u00e9l\u00e8bre : les fausses informations diffus\u00e9es lors de certaines \u00e9lections (notamment aux \u00c9tats-Unis en 2016) pour influencer les \u00e9lecteurs.<b><\/b><\/p>\n<p><a href=\"https:\/\/www.lemonde.fr\/pixels\/article\/2016\/11\/09\/militants-trolls-bots-comment-la-mobilisation-en-ligne-des-pro-trump-a-pese_5028141_4408996.html?utm_source=chatgpt.com\">D\u00e9couvrez l&rsquo;article <\/a><\/p>\n<ul>\n<\/ul>\n<p><b>Malinformation<\/b><\/p>\n<p>Cette image a \u00e9t\u00e9 prise en mars 2011 lors du tsunami au Japon (r\u00e9gion de Miyako) apr\u00e8s le s\u00e9isme de T\u014dhoku.<span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">Elle a \u00e9t\u00e9 r\u00e9utilis\u00e9e en 2018 sur les r\u00e9seaux sociaux en \u00e9tant pr\u00e9sent\u00e9e comme une image du tsunami en Indon\u00e9sie (Sulawesi).<\/span><\/p>\n<p>C\u2019est une malinformation : <span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">l\u2019image est r\u00e9elle <\/span><span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">mais elle est ancienne (2011)<\/span><\/p>\n<p>et utilis\u00e9e pour illustrer un \u00e9v\u00e9nement diff\u00e9rent (2018). <span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">Elle donne donc une fausse information sur l\u2019actualit\u00e9, tout en s\u2019appuyant sur une image authentique.<\/span><span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\"> <\/span><\/p>\n<ul>\n<\/ul>\n<\/div><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-4 hover-type-none\"><img decoding=\"async\" width=\"1024\" height=\"683\" title=\"0W7gthThLXki0n-CCycg4hComu7AIb4sv7KxUSQiKXopozVltdqvplFwx42SbQZOco74YkT9OAPGyNWZvxTEEU18zYwJuJzymg_XVC1VH6QynRwlyGEv5agsI5YgiPm1HE6ikiaf78JNhk_ITj05D7mHEIXY_mGhEOByOoQaOJ2QrwsUNGcROWvjYEePXqjP\" src=\"https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/0W7gthThLXki0n-CCycg4hComu7AIb4sv7KxUSQiKXopozVltdqvplFwx42SbQZOco74YkT9OAPGyNWZvxTEEU18zYwJuJzymg_XVC1VH6QynRwlyGEv5agsI5YgiPm1HE6ikiaf78JNhk_ITj05D7mHEIXY_mGhEOByOoQaOJ2QrwsUNGcROWvjYEePXqjP-1024x683.jpeg\" alt class=\"img-responsive wp-image-3195\" srcset=\"https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/0W7gthThLXki0n-CCycg4hComu7AIb4sv7KxUSQiKXopozVltdqvplFwx42SbQZOco74YkT9OAPGyNWZvxTEEU18zYwJuJzymg_XVC1VH6QynRwlyGEv5agsI5YgiPm1HE6ikiaf78JNhk_ITj05D7mHEIXY_mGhEOByOoQaOJ2QrwsUNGcROWvjYEePXqjP-200x133.jpeg 200w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/0W7gthThLXki0n-CCycg4hComu7AIb4sv7KxUSQiKXopozVltdqvplFwx42SbQZOco74YkT9OAPGyNWZvxTEEU18zYwJuJzymg_XVC1VH6QynRwlyGEv5agsI5YgiPm1HE6ikiaf78JNhk_ITj05D7mHEIXY_mGhEOByOoQaOJ2QrwsUNGcROWvjYEePXqjP-400x267.jpeg 400w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/0W7gthThLXki0n-CCycg4hComu7AIb4sv7KxUSQiKXopozVltdqvplFwx42SbQZOco74YkT9OAPGyNWZvxTEEU18zYwJuJzymg_XVC1VH6QynRwlyGEv5agsI5YgiPm1HE6ikiaf78JNhk_ITj05D7mHEIXY_mGhEOByOoQaOJ2QrwsUNGcROWvjYEePXqjP-600x400.jpeg 600w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/0W7gthThLXki0n-CCycg4hComu7AIb4sv7KxUSQiKXopozVltdqvplFwx42SbQZOco74YkT9OAPGyNWZvxTEEU18zYwJuJzymg_XVC1VH6QynRwlyGEv5agsI5YgiPm1HE6ikiaf78JNhk_ITj05D7mHEIXY_mGhEOByOoQaOJ2QrwsUNGcROWvjYEePXqjP-800x533.jpeg 800w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/0W7gthThLXki0n-CCycg4hComu7AIb4sv7KxUSQiKXopozVltdqvplFwx42SbQZOco74YkT9OAPGyNWZvxTEEU18zYwJuJzymg_XVC1VH6QynRwlyGEv5agsI5YgiPm1HE6ikiaf78JNhk_ITj05D7mHEIXY_mGhEOByOoQaOJ2QrwsUNGcROWvjYEePXqjP-1200x800.jpeg 1200w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/04\/0W7gthThLXki0n-CCycg4hComu7AIb4sv7KxUSQiKXopozVltdqvplFwx42SbQZOco74YkT9OAPGyNWZvxTEEU18zYwJuJzymg_XVC1VH6QynRwlyGEv5agsI5YgiPm1HE6ikiaf78JNhk_ITj05D7mHEIXY_mGhEOByOoQaOJ2QrwsUNGcROWvjYEePXqjP.jpeg 1920w\" sizes=\"(max-width: 640px) 100vw, 600px\" \/><\/span><\/div><div class=\"fusion-text fusion-text-26\"><\/p>\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-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-45 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-46 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-47 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\" style=\"margin:0;\">5. Je synth\u00e9tise<\/h3><\/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: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_1_3 1_3 fusion-flex-column\" style=\"--awb-overflow:hidden;--awb-bg-size:cover;--awb-border-color:#5078a0;--awb-border-top:3px;--awb-border-right:3px;--awb-border-bottom:3px;--awb-border-left:3px;--awb-border-style:solid;--awb-border-radius:20px 20px 20px 20px;--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-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:#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\" style=\"--h2_typography-font-size:24px;line-height:29px;\">Activit\u00e9s 2<\/h2><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\">\n<p><span style=\"background-color: rgba(0, 0, 0, 0); letter-spacing: 0.18px;\">Pr\u00e9parer une activit\u00e9 de sensibiisation sur les deepfakes d\u00e9nud\u00e9s afin de sensibiliser nos \u00e9l\u00e8ves \u00e0 cette probl\u00e9matique.<\/span><\/p>\n<\/div><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/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\"><a href=\"https:\/\/www.rts.ch\/info\/societe\/2026\/article\/deepfakes-d-ados-nus-l-ia-detournee-choque-une-ecole-suisse-29148839.html\" \ntarget=\"_blank\" \nclass=\"article-card\">\n\n    <div class=\"article-icon\">\ud83d\udcf0<\/div>\n\n    <div class=\"article-content\">\n\n        <h3>\n            Deepfakes d\u2019ados nus : l\u2019IA d\u00e9tourn\u00e9e choque une \u00e9cole suisse\n        <\/h3>\n\n        <p>\n            Cliquez pour ouvrir l\u2019article dans une nouvelle page.\n        <\/p>\n\n    <\/div>\n\n<\/a>\n\n<style>\n\n.article-card{\n    display:flex;\n    align-items:center;\n    gap:20px;\n\n    background:#f7fafc;\n\n    padding:24px;\n\n    border-radius:20px;\n\n    text-decoration:none;\n\n    box-shadow:\n    0 10px 25px rgba(50,80,120,0.10);\n\n    transition:0.25s;\n}\n\n.article-card:hover{\n    transform:translateY(-3px);\n\n    box-shadow:\n    0 16px 35px rgba(50,80,120,0.18);\n}\n\n.article-icon{\n    font-size:48px;\n\n    flex-shrink:0;\n}\n\n.article-content h3{\n    margin:0 0 8px;\n\n    color:#5078a0;\n\n    font-size:24px;\n\n    line-height:1.25;\n}\n\n.article-content p{\n    margin:0;\n\n    color:#444;\n\n    line-height:1.5;\n}\n\n<\/style><\/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-50 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-overflow:hidden;--awb-bg-size:cover;--awb-border-color:#5078a0;--awb-border-top:3px;--awb-border-right:3px;--awb-border-bottom:3px;--awb-border-left:3px;--awb-border-style:solid;--awb-border-radius:20px 20px 20px 20px;--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:#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\" style=\"--h2_typography-font-size:24px;line-height:29px;\">A retenir<\/h2><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\">\n<ul>\n<li>L\u2019IA n\u2019est pas neutre : elle peut reproduire ou amplifier des biais pr\u00e9sents dans les donn\u00e9es humaines.<\/li>\n<li>Elle peut produire des informations fausses mais cr\u00e9dibles (hallucinations), ce qui impose une v\u00e9rification syst\u00e9matique.<\/li>\n<li>Les deepfakes (vid\u00e9o, audio, image, texte, conversation) permettent de manipuler la r\u00e9alit\u00e9 de mani\u00e8re tr\u00e8s r\u00e9aliste.<\/li>\n<li>Toutes les informations trompeuses ne se valent pas : certaines sont involontaires (m\u00e9sinformation), d\u2019autres intentionnelles (d\u00e9sinformation, manipulation).<\/li>\n<li>Face \u00e0 ces contenus, d\u00e9velopper son esprit critique et v\u00e9rifier les sources est indispensable.<\/li>\n<\/ul>\n<\/div><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-51 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-image-element \" style=\"text-align:center;--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-5 hover-type-none\"><img decoding=\"async\" width=\"945\" height=\"1024\" title=\"ChatGPT Image 7 mars 2026, 13_22_45\" src=\"https:\/\/ia-education.be\/wp-content\/uploads\/2026\/03\/ChatGPT-Image-7-mars-2026-13_22_45-e1773482672832-945x1024.png\" alt class=\"img-responsive wp-image-2494\" srcset=\"https:\/\/ia-education.be\/wp-content\/uploads\/2026\/03\/ChatGPT-Image-7-mars-2026-13_22_45-e1773482672832-200x217.png 200w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/03\/ChatGPT-Image-7-mars-2026-13_22_45-e1773482672832-400x434.png 400w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/03\/ChatGPT-Image-7-mars-2026-13_22_45-e1773482672832-600x650.png 600w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/03\/ChatGPT-Image-7-mars-2026-13_22_45-e1773482672832-800x867.png 800w, https:\/\/ia-education.be\/wp-content\/uploads\/2026\/03\/ChatGPT-Image-7-mars-2026-13_22_45-e1773482672832.png 1024w\" sizes=\"(max-width: 640px) 100vw, 600px\" \/><\/span><\/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:calc( 1200px + 0px );margin-left: calc(-0px \/ 2 );margin-right: calc(-0px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-52 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-53 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-54 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\" style=\"margin:0;\">6. J&rsquo;\u00e9value<\/h3><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-28 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-55 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\"><i class=\"fb-icon-element-7 fb-icon-element fontawesome-icon fa-dice fas circle-yes fusion-text-flow\" style=\"--awb-circlecolor:#a80828;--awb-circlecolor-hover:#a80828;--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_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-title title fusion-title-7 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--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\" style=\"margin:0;\">Game<\/h3><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-29 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_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\"><iframe src=\"https:\/\/ia-education.be\/wp-admin\/admin-ajax.php?action=h5p_embed&id=3\" style=\"width:100%; height:430px; border:none;\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-58 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\"><iframe\n  src=\"https:\/\/ia-education.be\/wp-content\/uploads\/2026\/05\/machine_trier_reponses_ia_sans_canva.html\"\n  width=\"100%\"\n  height=\"1100\"\n  style=\"border:none; border-radius:14px; overflow:hidden;\"\n  loading=\"lazy\"\n  allowfullscreen>\n<\/iframe><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-30 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-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: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-60 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-8 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-61 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\" style=\"margin:0;\">7. Je vais plus loin<\/h3><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-31 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-62 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-color:#eaf1f8;--awb-bg-color-hover:#eaf1f8;--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-text fusion-text-27\"><p><b>Jeu : Escape fake <\/b><\/p>\n<p>Vous incarnez un journaliste <span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">et vous devez v\u00e9rifier des informations <\/span><span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">en enqu\u00eatant sur les contenus douteux<\/span><\/p>\n<p>Vous travaillez sur :<\/p>\n<p>biais cognitifs<\/p>\n<p>fake news<\/p>\n<p>esprit critique<\/p>\n<\/div><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\" href=\"https:\/\/jeu.escape-fake.fr\/\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Accedez au jeu<\/span><\/a><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-63 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-text fusion-text-28\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-64 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-color:#eaf1f8;--awb-bg-color-hover:#eaf1f8;--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-text fusion-text-29\"><p><span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\"><b>Clemi <\/b><\/span><\/p>\n<p><span style=\"letter-spacing: 0.24px; background-color: rgba(0, 0, 0, 0);\">Jeu d&rsquo;\u00e9ducation aux m\u00e9dias et de nombreuses autres ressources sur le sujet.<\/span><\/p><\/p>\n<\/div><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\" href=\"https:\/\/www.clemi.fr\/ressources\/jeux-deducation-aux-medias-et-linformation\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Acc\u00e9dez aux jeux<\/span><\/a><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-32 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-65 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-6 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-66 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-30\"><p>Grover. (2021, 29 avril). Cet article a \u00e9t\u00e9 \u00e9crit par une intelligence artificielle. WE DEMAIN. https:\/\/www.wedemain.fr\/sauver-la-planete\/innovation-verte\/cet-article-a-ete-ecrit-par-une-intelligence-artificielle-1125552<\/p>\n<p>Le Parisien. (2022, 18 mars). Vid\u00e9o. \u00ab D\u00e9posez vos armes \u00bb : des pirates diffusent une fausse allocution de Zelensky sur des sites ukrainiens. https:\/\/www.leparisien.fr\/video\/video-deposez-vos-armes-des-pirates-diffusent-une-fausse-allocution-de-zelensky-sur-des-sites-ukrainiens-18-03-2022-5J7TUOYPVBEWPFQBALFXJL36YE.php<\/p>\n<p>Meydanl\u0131, B. (2019, 14 juin). Replika : le chatbot \u00e9motionnel qui veut devenir votre ami. https:\/\/mastercaweb.unistra.fr\/actualites\/nouvelles-technologies\/replika-chatbots-emotionnel-ami\/<\/p>\n<p>RTS Info. (2026, 14 f\u00e9vrier). Des adolescents diffusent des deepfakes d\u00e9nud\u00e9s de leurs camarades de classe. https:\/\/www.rts.ch\/info\/societe\/2026\/article\/deepfakes-d-ados-nus-l-ia-detournee-choque-une-ecole-suisse-29148839.html<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-33 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-67 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-31\"><p>Avanc\u00e9e dans le parcours d&rsquo;autoformation<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-68 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-69 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-3 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-70 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-71 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-72 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-4 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><\/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-2580","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>types d&#039;erreurs 2 - 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=2580\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"types d&#039;erreurs 2 - P\u00e9dagogie &amp; Intelligence 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