{"id":232,"date":"2025-08-13T20:52:06","date_gmt":"2025-08-14T00:52:06","guid":{"rendered":"https:\/\/businessphysics.ai\/?p=232"},"modified":"2025-08-30T15:37:18","modified_gmt":"2025-08-30T19:37:18","slug":"human-ai-complementarity-computer-science","status":"publish","type":"post","link":"https:\/\/businessphysics.ai\/fr\/human-ai-complementarity-computer-science\/","title":{"rendered":"Saisir la compl\u00e9mentarit\u00e9 entre l'homme et l'intelligence artificielle en informatique"},"content":{"rendered":"<h3 class=\"wp-block-heading\">Au-del\u00e0 du Vibing en informatique : la capture <a href=\"https:\/\/businessphysics.ai\/fr\/human-ai-complementarity-skills\/\">comp\u00e9tences en mati\u00e8re de compl\u00e9mentarit\u00e9 entre l'homme et l'intelligence artificielle<\/a> vous pouvez partager et collaborer<\/h3>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Saisir la compl\u00e9mentarit\u00e9 entre l&#039;homme et l&#039;intelligence artificielle en informatique\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/QPCclvd269I?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>La plupart d'entre nous commencent par \"vibrer\" avec l'IA : essayer quelques messages, prendre ce qui semble bon, l'envoyer. C'est bien pour les bricoleurs, c'est moins bien pour les \u00e9quipes. Si vous voulez une qualit\u00e9 reproductible, un partage des connaissances et une v\u00e9ritable collaboration, rendez votre pratique visible.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1) D\u00e9finir l'objectif avant de commencer<\/h2>\n\n\n\n<p>R\u00e9digez une phrase : pourquoi utiliser l'IA ici plut\u00f4t qu'une m\u00e9thode plus simple ? Si vous ne pouvez pas le justifier, construisez d'abord la ligne de base sans IA. Cela permet de renforcer l'\u00e9thique et d'\u00e9viter les incitations rituelles - copier-coller des incitations \"magiques\" sans les adapter \u00e0 la t\u00e2che.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2) Rendre les intrants inspectables<\/h2>\n\n\n\n<p>Enregistrez ce qui est entr\u00e9 : sources, contraintes, invites\/configurations exactes et r\u00e9dactions. Versionnez-les. \u00c0 l'avenir, vous (et vos relecteurs) devez voir la configuration, et pas seulement le r\u00e9sultat.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3) Ne pas accepter. Contr\u00f4ler.<\/h2>\n\n\n\n<p>D\u00e9cidez des contr\u00f4les avant la g\u00e9n\u00e9ration. Conservez un minuscule jeu d'essai, ajoutez un cas contradictoire et notez ce que vous avez conserv\u00e9, modifi\u00e9 ou supprim\u00e9. Vous formez ainsi votre jugement professionnel.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4) Documenter les r\u00f4les de l'homme et de l'IA<\/h2>\n\n\n\n<p>R\u00e9digez le transfert : ce que l'IA propose, ce que vous approuvez, ce que vous annulez. La clart\u00e9 des r\u00f4les transforme l'assistance en une collaboration responsable.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">5) Saisir la valeur ajout\u00e9e humaine<\/h2>\n\n\n\n<p>Notez o\u00f9 vous avez contribu\u00e9 \u00e0 l'\u00e9laboration du sens : priorisation, explication en langage clair, adaptation au public, accessibilit\u00e9. C'est votre signature professionnelle.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">6) Traiter les compromis comme une conception<\/h2>\n\n\n\n<p>Notez les contraintes avec lesquelles vous avez choisi de vivre : correction, latence, co\u00fbt, maintenabilit\u00e9. Ajoutez une justification d'une ligne. Les grandes \u00e9quipes \u00e9changent ouvertement, pas en silence.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">7) Fermer la boucle<\/h2>\n\n\n\n<p>Consignez un probl\u00e8me r\u00e9el, la solution apport\u00e9e et la mani\u00e8re dont vous modifierez la r\u00e9partition entre l'homme et l'intelligence artificielle la prochaine fois. Terminez par trois actions suivantes. Les petits cycles permettent de d\u00e9velopper une expertise adaptative.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Un petit bloc que vous pouvez ins\u00e9rer dans n'importe quel README ou pull request<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Objectif<\/li>\n\n\n\n<li>Entr\u00e9es (sources, lien invite\/config)<\/li>\n\n\n\n<li>V\u00e9rification de l'ex\u00e9cution<\/li>\n\n\n\n<li>R\u00f4les de l'homme et de l'IA (transfert, d\u00e9rogations)<\/li>\n\n\n\n<li>Choix des compromis<\/li>\n\n\n\n<li>Valeur ajout\u00e9e humaine (sensibilit\u00e9, clart\u00e9, accessibilit\u00e9)<\/li>\n\n\n\n<li>Apprentissage et prochaines actions (3 puces)<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"563\" src=\"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/08\/image.png\" alt=\"\" class=\"wp-image-233\" srcset=\"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/08\/image.png 1000w, https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/08\/image-300x169.png 300w, https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/08\/image-768x432.png 768w, https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/08\/image-18x10.png 18w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>Le journal de r\u00e9flexion REACT 7 Questions est destin\u00e9 \u00e0 \u00eatre utilis\u00e9 pour documenter explicitement la compl\u00e9mentarit\u00e9 humain-AI et les m\u00e9thodes de travail renfor\u00e7ant l'expertise adaptative des \u00e9tudiants en informatique, augmentant la capture de valeur, le partage des connaissances et la collaboration par rapport \u00e0 la r\u00e9flexion libre.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/08\/Answering-7-Questions-for-Reflection-of-AI-Use-in-Computer-Science.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Contenu incorpor\u00e9 Answering 7 Questions for Reflection of AI Use in Computer Science.\"><\/object><a id=\"wp-block-file--media-2ec80977-9c87-48ed-90d5-2ef559c7c630\" href=\"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/08\/Answering-7-Questions-for-Reflection-of-AI-Use-in-Computer-Science.pdf\">R\u00e9pondre \u00e0 7 questions pour une r\u00e9flexion sur l'utilisation de l'IA en informatique<\/a><a href=\"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/08\/Answering-7-Questions-for-Reflection-of-AI-Use-in-Computer-Science.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-2ec80977-9c87-48ed-90d5-2ef559c7c630\">T\u00e9l\u00e9charger<\/a><\/div>","protected":false},"excerpt":{"rendered":"<p>Beyond Vibing in Computer Science: capturing human\u2013AI complementarity skills you can share and collaborate on Most of us start by \u201cvibing\u201d with AI: try a few prompts, take what looks good, ship it. Fine for tinkering, weak for teams. If you want repeatable quality, knowledge sharing, and real collaboration, make your practice visible. 1) Name [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":234,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[55],"tags":[56,58,57],"class_list":["post-232","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-react-framework","tag-beyond-vibing-in-computer-science","tag-human-ai-reflection-journal","tag-human-ai-way-of-working"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Capturing Human\u2013AI Complementarity in Computer Science - Business Physics AI Lab<\/title>\n<meta name=\"description\" content=\"Go beyond vibing in CS: use a REACT 7Q journal to capture human\u2013AI complementarity, share practices, improve collaboration, and build professional 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