{"id":18746,"date":"2025-09-15T09:50:01","date_gmt":"2025-09-15T07:50:01","guid":{"rendered":"https:\/\/acgcyberacademy.fr\/?post_type=mec-events&#038;p=18746"},"modified":"2025-11-20T15:15:49","modified_gmt":"2025-11-20T14:15:49","slug":"dejouer-les-biais-de-lia-par-la-pensee-critique","status":"publish","type":"mec-events","link":"http:\/\/acgcyberacademy.fr\/en\/events\/dejouer-les-biais-de-lia-par-la-pensee-critique\/","title":{"rendered":"Thwarting AI bias through critical thinking"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"18746\" class=\"elementor elementor-18746\" data-elementor-post-type=\"mec-events\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6c0c232 e-flex e-con-boxed e-con e-child\" data-id=\"6c0c232\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-640af7c elementor-widget elementor-widget-image\" data-id=\"640af7c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"506\" height=\"261\" src=\"https:\/\/acgcyberacademy.fr\/wp-content\/uploads\/2024\/07\/ISO-IEC-38500-LIGM-4p-FR-Partner-1.png\" class=\"attachment-large size-large wp-image-10725\" alt=\"\" srcset=\"https:\/\/acgcyberacademy.fr\/wp-content\/uploads\/2024\/07\/ISO-IEC-38500-LIGM-4p-FR-Partner-1.png 506w, https:\/\/acgcyberacademy.fr\/wp-content\/uploads\/2024\/07\/ISO-IEC-38500-LIGM-4p-FR-Partner-1-300x155.png 300w\" sizes=\"(max-width: 506px) 100vw, 506px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5b0eb856 e-flex e-con-boxed e-con e-child\" data-id=\"5b0eb856\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4ad7b056 elementor-widget elementor-widget-heading\" data-id=\"4ad7b056\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">The target audience for training<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-25da03fa elementor-widget elementor-widget-text-editor\" data-id=\"25da03fa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Anyone wishing to strengthen their critical faculties in the face of AI.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5d6e3ac1 e-flex e-con-boxed e-con e-child\" data-id=\"5d6e3ac1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4d4b68c9 elementor-widget elementor-widget-heading\" data-id=\"4d4b68c9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">What you will learn<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-57a3c7d5 elementor-widget elementor-widget-text-editor\" data-id=\"57a3c7d5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>At the end of the course, trainees will be able to strengthen their critical thinking when using Artificial Intelligence (AI).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-71419de5 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"71419de5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ca12bed elementor-widget elementor-widget-heading\" data-id=\"1ca12bed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Training programme <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-10905e70 elementor-icon-list--layout-inline elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"10905e70\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-hourglass-half\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Duration: 1 day<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0f3082f elementor-widget elementor-widget-n-accordion\" data-id=\"0f3082f\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Module 1: Fundamentals of System and Network Security\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1590\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-1590\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Day 1 <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1590\" class=\"elementor-element elementor-element-bdb2da1 e-con-full e-flex e-con e-child\" data-id=\"bdb2da1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1590\" class=\"elementor-element elementor-element-ece7a97 e-flex e-con-boxed e-con e-child\" data-id=\"ece7a97\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-be16745 elementor-widget elementor-widget-text-editor\" data-id=\"be16745\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>Morning: Foundations of critical thinking and discovery of bias<br \/><\/b><\/p><ul><li>Introduction: the challenges and limits of Artificial Intelligence in society and business.<\/li><li>The pillars of critical thinking: questioning, analysing, discerning and checking sources.<\/li><li>Understanding human cognitive biases: confirmation effect, anchoring bias, authority bias, etc.<\/li><li>Initial parallels between cognitive bias and algorithmic bias.<\/li><li>\u00a0practical: critical analysis of scenarios where cognitive biases influence decision-making.<ul><li>Interactive quiz (30 min) on LMS with group correction to validate and consolidate what has been learnt.<\/li><\/ul><\/li><\/ul><p><strong>\u00a0<\/strong><\/p><p><strong>Day 1 - Afternoon: Algorithmic biases and a critical approach to AI<\/strong><\/p><ul><li>Deciphering algorithmic biases: training data, representativeness, choice of models.<\/li><li>Case studies: generative AI and bias in the production of text, images or analyses.<\/li><li>Developing a critical approach to AI: how to question, cross-check and validate results.<\/li><li>Ethical and strategic approach: assessing the impact on trust, governance and responsibility.<\/li><li>Practical exercise: workshop on detecting and correcting bias in results produced by generative AI.<ul><li>Interactive quiz (30 min) on LMS with group correction to validate and consolidate what has been learnt.<\/li><\/ul><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3add2827 e-flex e-con-boxed e-con e-child\" data-id=\"3add2827\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-796b392b e-flex e-con-boxed e-con e-child\" data-id=\"796b392b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-39dfad0 elementor-widget elementor-widget-heading\" data-id=\"39dfad0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Trainer profile<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3a00ffd elementor-widget elementor-widget-text-editor\" data-id=\"3a00ffd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Expert consultant-trainer in artificial intelligence, whose technical, professional and teaching skills have been rigorously assessed and validated as part of our internal selection procedures.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8149729 elementor-widget elementor-widget-heading\" data-id=\"8149729\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Teaching methods and resources <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2e80079 elementor-widget elementor-widget-text-editor\" data-id=\"2e80079\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The course is based on a balanced combination of theoretical and practical approaches, guaranteeing both the acquisition of knowledge and its operational application:<\/p><ul><li>Structured theoretical input, illustrated by practical examples tailored to the participants' professional context.<\/li><li>Practical exercises at each stage to help you assimilate the knowledge you have acquired.<\/li><li>A case study linking the different skill blocks.<\/li><li>Strong interaction between trainers and trainees, making exchanges more concrete and in correlation with trainees' expectations.<\/li><li>Full educational documentation, supplied in digital format.<\/li><li>Course evaluation questionnaire at the end of the course, analysed by our teaching team.<\/li><li>Certificate of acquired skills sent to the trainee at the end of the course.<\/li><li>End-of-training certificate sent at the same time as the invoice to the company or funding organisation, confirming that the trainee has fully attended the session.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-391f492 elementor-widget elementor-widget-heading\" data-id=\"391f492\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Training objectives<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2a33cab7 elementor-widget elementor-widget-text-editor\" data-id=\"2a33cab7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>Identify the foundations of critical thinking.<\/li><li>Understanding cognitive and algorithmic biases.<\/li><li>Adopting a critical, ethical and strategic approach to Artificial Generative Intelligence (AGI)<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-41b336b elementor-widget elementor-widget-heading\" data-id=\"41b336b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Assessment method <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f28d19e elementor-widget elementor-widget-text-editor\" data-id=\"f28d19e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>Practical exercises at every stage of the course.<\/li><li>A case study linking the different skill blocks.<\/li><li>Quiz at the end of each day's training.<\/li><li>Self-assessment of knowledge acquired by the trainee via a questionnaire.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4f051be3 e-flex e-con-boxed e-con e-child\" data-id=\"4f051be3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-52b552e6 elementor-widget elementor-widget-heading\" data-id=\"52b552e6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Training prerequisites<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae18b01 elementor-widget elementor-widget-text-editor\" data-id=\"ae18b01\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>There are no pre-requisites for this course.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-aaaf1ef e-con-full e-flex e-con e-parent\" data-id=\"aaaf1ef\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8d37df5 elementor-button-info elementor-align-center elementor-widget elementor-widget-button\" data-id=\"8d37df5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/acgcyberacademy.fr\/wp-content\/uploads\/2025\/09\/Dejouer-les-biais-de-lIA-par-la-pensee-critique.pdf\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">See the brochure for this course<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>L&rsquo; audience cibl\u00e9e par la formation Toute personne souhaitant renforcer son esprit critique face \u00e0 l&rsquo;IA. Ce que vous allez apprendre A l&rsquo;issue de la formation, le stagiaire sera capable de renforcer son esprit critique lors de l&rsquo;utilisation de l&rsquo;Intelligence Artificielle (IA). Programme de la formation Dur\u00e9e : 1 jour Jour 1 Matin : Fondements [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":18747,"comment_status":"closed","ping_status":"closed","template":"","tags":[],"accesibilite":[145],"certification":[92],"duree":[166],"examen":[160],"langue":[144],"niveau":[90],"formateur":[100],"mec_category":[199],"class_list":["post-18746","mec-events","type-mec-events","status-publish","has-post-thumbnail","hentry","accesibilite-oui","certification-non","duree-1-jour","examen-non","langue-francais","niveau-fondamental","formateur-acg-cyberacademy","mec_category-lintelligence-artificielle"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>D\u00e9jouer les biais de l\u2019IA par la pens\u00e9e critique - ACG CyberAcademy<\/title>\n<meta name=\"description\" content=\"Apprenez \u00e0 d\u00e9jouer les biais de l\u2019IA gr\u00e2ce \u00e0 la 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