{"id":4829,"date":"2026-05-28T15:48:12","date_gmt":"2026-05-28T13:48:12","guid":{"rendered":"https:\/\/taniagombert.com\/?p=4829"},"modified":"2026-05-28T15:48:13","modified_gmt":"2026-05-28T13:48:13","slug":"ia-decide-loterie-algorithmique","status":"publish","type":"post","link":"https:\/\/taniagombert.com\/index.php\/2026\/05\/28\/ia-decide-loterie-algorithmique\/","title":{"rendered":"IA qui d\u00e9cide \u00e0 notre place : la nouvelle loterie algorithmique"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4829\" class=\"elementor elementor-4829 elementor-bc-flex-widget\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-43356ae elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"43356ae\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5fca092\" data-id=\"5fca092\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c7a803b elementor-widget elementor-widget-heading\" data-id=\"c7a803b\" 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<h1 class=\"elementor-heading-title elementor-size-default\">IA qui d\u00e9cide \u00e0 notre place : la nouvelle loterie algorithmique<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3618e2d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3618e2d\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-f22276d\" data-id=\"f22276d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dcf31a3 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"dcf31a3\" 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=\"2560\" height=\"1429\" src=\"https:\/\/taniagombert.com\/wp-content\/uploads\/2026\/05\/featured-image-8-scaled.png\" class=\"attachment-full size-full wp-image-4834\" alt=\"Visualisation conceptuelle d&apos;une loterie algorithmique : grille sombre de cellules uniformes, un seul point rouge en filigrane, \u00e9voque la d\u00e9cision automatis\u00e9e invisible\" srcset=\"https:\/\/taniagombert.com\/wp-content\/uploads\/2026\/05\/featured-image-8-scaled.png 2560w, https:\/\/taniagombert.com\/wp-content\/uploads\/2026\/05\/featured-image-8-300x167.png 300w, https:\/\/taniagombert.com\/wp-content\/uploads\/2026\/05\/featured-image-8-1024x572.png 1024w, https:\/\/taniagombert.com\/wp-content\/uploads\/2026\/05\/featured-image-8-768x429.png 768w, https:\/\/taniagombert.com\/wp-content\/uploads\/2026\/05\/featured-image-8-1536x857.png 1536w, https:\/\/taniagombert.com\/wp-content\/uploads\/2026\/05\/featured-image-8-2048x1143.png 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/>\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\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-83c4035\" data-id=\"83c4035\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6455967 elementor-widget elementor-widget-text-editor\" data-id=\"6455967\" 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<div class=\"tg-chapeau\"><p>En 2026, l&rsquo;usage d&rsquo;outils algorithmiques s&rsquo;est g\u00e9n\u00e9ralis\u00e9 dans la majorit\u00e9 des grandes entreprises europ\u00e9ennes pour au moins une \u00e9tape de leurs d\u00e9cisions RH, selon les enqu\u00eates successives de <a href=\"https:\/\/oecd.ai\/\" target=\"_blank\" rel=\"noopener noreferrer\">l&rsquo;Observatoire de l&rsquo;OCDE sur l&rsquo;IA<\/a>. Ces syst\u00e8mes filtrent, classent, \u00e9cartent. Ils n&rsquo;expliquent jamais leur verdict. La d\u00e9cision arrive comme une sentence, propre, sans visage, sans appel possible. Derri\u00e8re la promesse d&rsquo;objectivit\u00e9 computationnelle, une autre loterie est en train de na\u00eetre. Discr\u00e8te. Plus discr\u00e8te que celle du hasard de la naissance, et pourtant tout aussi d\u00e9terminante. On nous avait promis la fin des biais humains. Au lieu de quoi nous r\u00e9coltons des biais machin\u00e9s \u00e0 grande \u00e9chelle, encod\u00e9s dans la rigueur d&rsquo;une \u00e9quation. La question n&rsquo;est plus de savoir si l&rsquo;IA d\u00e9cide \u00e0 notre place. Elle d\u00e9cide d\u00e9j\u00e0. Le vrai sujet est de comprendre qui en assume le poids quand la d\u00e9cision se trompe, et qui dispose encore d&rsquo;un droit de regard sur ce qu&rsquo;elle produit.<\/p><\/div>\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-tg_share_bar elementor-widget elementor-widget-html\" data-id=\"tg_share_bar\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"tg-share-bar\">\n  <span class=\"tg-share-label\">Partager cet article<\/span>\n  <div class=\"tg-share-buttons\">\n\n    <a class=\"tg-share-btn tg-share-linkedin\" id=\"tg-btn-linkedin\" href=\"#\" target=\"_blank\" rel=\"noopener\" title=\"Partager sur LinkedIn\">\n      <svg viewBox=\"0 0 24 24\" fill=\"currentColor\" width=\"18\" height=\"18\"><path d=\"M20.447 20.452h-3.554v-5.569c0-1.328-.027-3.037-1.852-3.037-1.853 0-2.136 1.445-2.136 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1.164-.173.199-.347.223-.644.075-.297-.15-1.255-.463-2.39-1.475-.883-.788-1.48-1.761-1.653-2.059-.173-.297-.018-.458.13-.606.134-.133.298-.347.446-.52.149-.174.198-.298.298-.497.099-.198.05-.371-.025-.52-.075-.149-.669-1.612-.916-2.207-.242-.579-.487-.5-.669-.51-.173-.008-.371-.01-.57-.01-.198 0-.52.074-.792.372-.272.297-1.04 1.016-1.04 2.479 0 1.462 1.065 2.875 1.213 3.074.149.198 2.096 3.2 5.077 4.487.709.306 1.262.489 1.694.625.712.227 1.36.195 1.871.118.571-.085 1.758-.719 2.006-1.413.248-.694.248-1.289.173-1.413-.074-.124-.272-.198-.57-.347m-5.421 7.403h-.004a9.87 9.87 0 01-5.031-1.378l-.361-.214-3.741.982.998-3.648-.235-.374a9.86 9.86 0 01-1.51-5.26c.001-5.45 4.436-9.884 9.888-9.884 2.64 0 5.122 1.03 6.988 2.898a9.825 9.825 0 012.893 6.994c-.003 5.45-4.437 9.884-9.885 9.884m8.413-18.297A11.815 11.815 0 0012.05 0C5.495 0 .16 5.335.157 11.892c0 2.096.547 4.142 1.588 5.945L.057 24l6.305-1.654a11.882 11.882 0 005.683 1.448h.005c6.554 0 11.89-5.335 11.893-11.893a11.821 11.821 0 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data-settings=\"{&quot;background_background&quot;:&quot;slideshow&quot;,&quot;background_slideshow_gallery&quot;:[{&quot;id&quot;:3638,&quot;url&quot;:&quot;https:\\\/\\\/taniagombert.com\\\/wp-content\\\/uploads\\\/2025\\\/05\\\/Paper_09.png&quot;}],&quot;background_slideshow_loop&quot;:&quot;yes&quot;,&quot;background_slideshow_slide_duration&quot;:5000,&quot;background_slideshow_slide_transition&quot;:&quot;fade&quot;,&quot;background_slideshow_transition_duration&quot;:500}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-79752f8\" data-id=\"79752f8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-tg_styles elementor-widget elementor-widget-html\" data-id=\"tg_styles\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<style>\n\/* ============================================================\n   TANIA GOMBERT \u00b7 Article editorial v3.0 (28\/05\/2026)\n   Charte Anita Marqueze 2024 \u00b7 scrapbook feministe premium pop-art\n   Palette : rouge passion #AC0C2E \u00b7 bleu nuit #070738 \u00b7 creme #FAF3E8\n   Fonts   : Gloock (H1\/H2) \u00b7 Lora (corps serif) \u00b7 Allura (accents Sergia-like)\n   ============================================================ *\/\n\n@import url('https:\/\/fonts.googleapis.com\/css2?family=Gloock&family=Lora:ital,wght@0,400;0,500;0,600;0,700;1,400;1,600&family=Allura&display=swap');\n\n\/* === Tokens couleur Anita === *\/\n.tg-article-eyebrow,\n.tg-chapeau,\n.tg-body,\n.tg-citation,\n.tg-cta-block,\n.tg-et-si,\n.tg-hashtags,\n.tg-signature {\n  --tg-rouge: #AC0C2E;\n  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#070738;\n  margin: 0 auto;\n  max-width: 640px;\n}\n\n\/* === Hashtags discrets === *\/\n.tg-hashtags {\n  text-align: center;\n  margin: 2.2rem auto 1rem;\n  color: #070738;\n  opacity: 0.55;\n  font-size: 0.82rem;\n  letter-spacing: 0.08em;\n  font-family: 'Lora', Helvetica, Arial, sans-serif;\n}\n\n\/* === Signature finale #JusteTania === *\/\n.tg-signature {\n  text-align: center;\n  margin: 1.8rem 0 2.2rem;\n  font-family: 'Allura', 'Lora', Georgia, cursive;\n  font-style: normal;\n  color: #AC0C2E;\n  font-size: 1.5rem;\n  letter-spacing: 0.02em;\n}\n.tg-signature::before {\n  content: '';\n  display: block;\n  width: 40px;\n  height: 2px;\n  background: #AC0C2E;\n  margin: 0 auto 1rem;\n  opacity: 0.5;\n}\n\n\/* === Mobile === *\/\n@media (max-width: 768px) {\n  .tg-body h2,\n  .tg-section-body .elementor-widget-heading h2 {\n    font-size: 1.55rem !important;\n    margin: 2.8rem 0 1.1rem !important;\n  }\n  .tg-chapeau p { font-size: 1.08rem; line-height: 1.65; }\n  .tg-chapeau p::first-letter { font-size: 3.7em; }\n  .tg-citation {\n    padding: 1.9rem 1.5rem 1.4rem 3rem;\n    margin: 2.8rem auto 2.2rem;\n  }\n  .tg-citation::before { font-size: 5rem; left: 0.4rem; }\n  .tg-citation .tg-citation-text { font-size: 1.18rem; }\n  .tg-et-si {\n    padding: 1.85rem 1rem;\n    margin: 2.8rem auto 2.2rem;\n  }\n  .tg-et-si p { font-size: 1.5rem; }\n  .tg-cta-block { padding: 1.5rem 1.5rem 1.4rem; }\n  .tg-cta-block .tg-cta-prompt { font-size: 1.1rem; }\n  .tg-cta-block .tg-cta-actions {\n    flex-direction: column;\n    align-items: stretch;\n  }\n  .tg-cta-block .tg-cta-btn { text-align: center; }\n  .tg-article-eyebrow {\n    font-size: 0.68rem;\n    gap: 0.55rem;\n    letter-spacing: 0.16em;\n  }\n  .tg-signature { font-size: 1.3rem; }\n}\n<\/style>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-tg_eyebrow elementor-widget elementor-widget-html\" data-id=\"tg_eyebrow\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"tg-article-eyebrow\">\n  <span class=\"tg-pillar\">Tech, IA et \u00e9thique<\/span>\n  <span class=\"tg-dot\">\u00b7<\/span>\n  <span class=\"tg-meta\">25 mai 2026<\/span>\n  <span class=\"tg-dot\">\u00b7<\/span>\n  <span class=\"tg-meta\">7 min de lecture<\/span>\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1aed8fb tg-section-body elementor-widget elementor-widget-heading\" data-id=\"1aed8fb\" 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\">L'algorithme comme nouveau juge invisible<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d7ef85 tg-section-body elementor-widget elementor-widget-text-editor\" data-id=\"2d7ef85\" 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<div class=\"tg-body\"><p>Le recrutement automatis\u00e9 n&rsquo;est qu&rsquo;un cas parmi d&rsquo;autres. Aux \u00c9tats-Unis, des syst\u00e8mes algorithmiques ont \u00e9t\u00e9 d\u00e9ploy\u00e9s dans le calcul des libert\u00e9s conditionnelles, l&rsquo;\u00e9valuation du risque de r\u00e9cidive, l&rsquo;attribution des prestations sociales. En Europe, ils interviennent dans le scoring de cr\u00e9dit, l&rsquo;allocation de soins, la priorisation des urgences. Selon les travaux de <a href=\"https:\/\/ainowinstitute.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">l&rsquo;AI Now Institute<\/a>, plus de la moiti\u00e9 des \u00c9tats membres de l&rsquo;OCDE ont d\u00e9ploy\u00e9 au moins une forme d&rsquo;automated decision-making dans leurs services publics. Ces d\u00e9cisions touchent des vies. Elles passent inaper\u00e7ues parce qu&rsquo;elles arrivent emball\u00e9es dans le vocabulaire feutr\u00e9 du progr\u00e8s. Personne ne dit \u00ab\u00a0l&rsquo;algorithme vous condamne\u00a0\u00bb. La formulation se fait douce : un profil qui ne correspond pas, un score insuffisant, une candidature non retenue par le syst\u00e8me. Le verdict tombe, lisse comme une notification. Ce que cette grammaire masque, c&rsquo;est qu&rsquo;une d\u00e9cision a bel et bien \u00e9t\u00e9 prise, et qu&rsquo;elle a un poids comparable \u00e0 celle d&rsquo;un juge, d&rsquo;un recruteur, d&rsquo;un m\u00e9decin. Mais sans le contradictoire. Sans l&rsquo;obligation de motiver. Aucune possibilit\u00e9, pour celle ou celui qui subit, de regarder dans les yeux l&rsquo;instance qui tranche. C&rsquo;est cette absence qui transforme l&rsquo;outil en autorit\u00e9. Et toute autorit\u00e9 non interrog\u00e9e finit, t\u00f4t ou tard, par devenir un pouvoir.<\/p><\/div>\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-d14beae tg-section-body elementor-widget elementor-widget-heading\" data-id=\"d14beae\" 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\">Le mythe de l'objectivit\u00e9 computationnelle<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2dc33a7 tg-section-body elementor-widget elementor-widget-text-editor\" data-id=\"2dc33a7\" 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<div class=\"tg-body\"><p>L&rsquo;id\u00e9e que la machine serait par nature plus juste que l&rsquo;humain repose sur un raccourci. Un algorithme n&rsquo;invente rien. Il apprend des donn\u00e9es qu&rsquo;on lui donne, donn\u00e9es elles-m\u00eames produites par des d\u00e9cisions humaines ant\u00e9rieures, biais\u00e9es, situ\u00e9es, h\u00e9rit\u00e9es. Quand Amazon a tent\u00e9 en 2018 de d\u00e9ployer un syst\u00e8me de tri automatis\u00e9 des candidatures, le mod\u00e8le a appris \u00e0 p\u00e9naliser syst\u00e9matiquement les CV contenant le mot \u00ab\u00a0femmes\u00a0\u00bb, parce que les donn\u00e9es historiques de l&rsquo;entreprise refl\u00e9taient des d\u00e9cennies de discrimination implicite. Le cas est connu. Il a \u00e9t\u00e9 enterr\u00e9, puis refait, sous d&rsquo;autres noms, dans d&rsquo;autres secteurs, par d&rsquo;autres acteurs qui n&rsquo;ont pas eu le courage m\u00e9diatique de communiquer leur \u00e9chec. La math\u00e9maticienne Cathy O&rsquo;Neil parle d&rsquo;armes de destruction math\u00e9matique pour d\u00e9signer ces mod\u00e8les qui r\u00e9pliquent et amplifient les in\u00e9galit\u00e9s, tout en se pr\u00e9sentant comme neutres. Ce qui rend ces outils particuli\u00e8rement redoutables, c&rsquo;est leur capacit\u00e9 \u00e0 blanchir la d\u00e9cision. Quand un humain refuse un pr\u00eat, on peut lui demander pourquoi. Si un algorithme refuse le m\u00eame pr\u00eat, la banque elle-m\u00eame ne sait souvent pas r\u00e9pondre. La responsabilit\u00e9 se dilue dans l&rsquo;opacit\u00e9 technique. Le biais ne dispara\u00eet pas. Il change de forme, prend l&rsquo;apparence d&rsquo;une v\u00e9rit\u00e9 chiffr\u00e9e, devient incontestable parce qu&rsquo;illisible. Plusieurs chercheurs en \u00e9thique de l&rsquo;IA, parmi lesquels les travaux pionniers de Joy Buolamwini et de l&rsquo;AI Now Institute, parlent de \u00ab\u00a0blanchiment du biais\u00a0\u00bb par la technique. Plus le mod\u00e8le est complexe, plus son verdict semble objectif. Et plus ce verdict semble objectif, plus il devient difficile \u00e0 contester. La performance technique de l&rsquo;opacit\u00e9 produit, paradoxalement, son autorit\u00e9 morale.<\/p><\/div>\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-46081e8 tg-section-body elementor-widget elementor-widget-heading\" data-id=\"46081e8\" 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\">Quand la loterie de naissance se traduit en code<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8ffd32e tg-section-body elementor-widget elementor-widget-text-editor\" data-id=\"8ffd32e\" 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<div class=\"tg-body\"><p>J&rsquo;ai consacr\u00e9 un livre entier \u00e0 cette id\u00e9e que le hasard de la naissance d\u00e9termine, en grande partie, l&rsquo;acc\u00e8s \u00e0 la dignit\u00e9, \u00e0 la s\u00e9curit\u00e9, \u00e0 la possibilit\u00e9. La loterie n&rsquo;est pas une m\u00e9taphore. C&rsquo;est un fait statistique. Et ce fait, les algorithmes ne le corrigent pas. Ils le dig\u00e8rent, le formalisent, lui donnent la puissance d&rsquo;un calcul. Un syst\u00e8me qui estime votre solvabilit\u00e9 regarde votre code postal. L&rsquo;outil qui \u00e9value votre potentiel professionnel scanne votre \u00e9cole d&rsquo;origine. Le mod\u00e8le qui priorise les soins lit votre historique m\u00e9dical, lui-m\u00eame produit par l&rsquo;acc\u00e8s in\u00e9gal au diagnostic. Aucun de ces syst\u00e8mes ne se d\u00e9clare raciste, classiste ou genr\u00e9. Tous le sont, parce qu&rsquo;ils h\u00e9ritent des donn\u00e9es du monde tel qu&rsquo;il est, pas du monde tel qu&rsquo;il devrait \u00eatre. C&rsquo;est ce que Fran\u00e7oise H\u00e9ritier appelait, dans un autre contexte, la valence diff\u00e9rentielle des sexes : un syst\u00e8me de hi\u00e9rarchie qui se reproduit silencieusement parce qu&rsquo;on a cess\u00e9 de le nommer. L&rsquo;algorithme contemporain est l&rsquo;h\u00e9ritier direct de cette m\u00e9canique. Il op\u00e8re sur des proxies, des variables qui ne disent pas ouvertement l&rsquo;origine sociale, mais qui en sont les traductions fid\u00e8les. Un syst\u00e8me qui mesure le m\u00e9rite ne mesure jamais qu&rsquo;un m\u00e9rite document\u00e9, c&rsquo;est-\u00e0-dire un m\u00e9rite d\u00e9j\u00e0 autoris\u00e9 \u00e0 se manifester dans les bonnes formes, dans les bonnes \u00e9coles, avec les bons mots. Le r\u00e9sultat est troublant. On parle de discrimination algorithmique comme s&rsquo;il s&rsquo;agissait d&rsquo;un d\u00e9rapage technique, alors que c&rsquo;est la structure m\u00eame qui produit ce r\u00e9sultat. Cette logique rejoint <a href=\"#\">l&rsquo;illusion m\u00e9ritocratique que j&rsquo;analysais r\u00e9cemment<\/a> : un syst\u00e8me qui mesure l&rsquo;effort sans corriger les conditions de d\u00e9part. Aucune ligne de code n&rsquo;est neutre quand elle s&rsquo;entra\u00eene sur un monde injuste. Nul mod\u00e8le pr\u00e9dictif ne se contente de d\u00e9crire : il prescrit. Le mod\u00e8le acte ce qui sera en r\u00e9pliquant ce qui a \u00e9t\u00e9. La loterie de la naissance n&rsquo;est plus seulement un h\u00e9ritage social. Elle devient un actif technique, mesurable, exploitable, vendu sous forme d&rsquo;API.<\/p><\/div>\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-4b30ab8 tg-section-body elementor-widget elementor-widget-heading\" data-id=\"4b30ab8\" 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\">L'accountability gap : personne n'a d\u00e9cid\u00e9, tout le monde subit<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a5bbe81 tg-section-body elementor-widget elementor-widget-text-editor\" data-id=\"a5bbe81\" 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<div class=\"tg-body\"><p>Le probl\u00e8me devient politique au moment o\u00f9 la d\u00e9cision se passe de d\u00e9cideur. Quand un humain tranche, il peut \u00eatre interpell\u00e9, mis en cause, somm\u00e9 de rendre des comptes. \u00c0 qui adresse-t-on la question quand un algorithme tranche ? Au d\u00e9veloppeur qui a \u00e9crit la ligne de code six ans plus t\u00f4t ? \u00c0 l&rsquo;entreprise qui a achet\u00e9 le mod\u00e8le sur \u00e9tag\u00e8re ? Au r\u00e9gulateur qui aurait d\u00fb encadrer ? \u00c0 l&rsquo;utilisateur final qui a appuy\u00e9 sur \u00ab\u00a0valider\u00a0\u00bb ? Cette dilution est l&rsquo;enjeu central de l&rsquo;\u00e9thique de l&rsquo;IA aujourd&rsquo;hui. Le R\u00e8glement europ\u00e9en sur l&rsquo;intelligence artificielle, entr\u00e9 en application en 2024 et d\u00e9sormais pleinement contraignant, tente de poser des balises. Il distingue les syst\u00e8mes \u00e0 haut risque, impose des audits, exige une supervision humaine pour les usages les plus sensibles. Reste que la pratique est en retard sur le texte. Les entreprises continuent de d\u00e9ployer des syst\u00e8mes opaques, et les voies de recours pour les personnes affect\u00e9es restent embryonnaires. Cette opacit\u00e9 s&rsquo;appuie aussi sur <a href=\"#\">le travail humain invisible qui rend l&rsquo;IA possible<\/a>, ces annotateurs et mod\u00e9rateurs sans qui aucun de ces mod\u00e8les ne tournerait. Voil\u00e0 ce que produit l&rsquo;accountability gap. Une cha\u00eene o\u00f9 chacun peut renvoyer la responsabilit\u00e9 \u00e0 l&rsquo;\u00e9tage d&rsquo;\u00e0 c\u00f4t\u00e9. Au bout de cette cha\u00eene, la personne qui subit reste seule en face d&rsquo;un mur de verre. L&rsquo;\u00e9thique ne se joue pas dans le code, elle se joue dans la possibilit\u00e9 d&rsquo;opposer \u00e0 la machine un visage qui demande des comptes, et de trouver, en face, un autre visage qui r\u00e9ponde.<\/p><\/div>\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-dd42d95 tg-section-body elementor-widget elementor-widget-heading\" data-id=\"dd42d95\" 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\">Vers une \u00e9thique du recours<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0351b1b tg-section-body elementor-widget elementor-widget-text-editor\" data-id=\"0351b1b\" 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<div class=\"tg-body\"><p>L&rsquo;\u00e9thique de l&rsquo;IA, telle qu&rsquo;elle est trop souvent racont\u00e9e, se concentre sur l&rsquo;amont. Mieux entra\u00eener les mod\u00e8les. Diversifier les datasets. Auditer les biais avant d\u00e9ploiement. Tout cela est n\u00e9cessaire, et insuffisant. Le vrai d\u00e9placement, celui qui change la nature politique de la conversation, se joue \u00e0 l&rsquo;aval. Dans la possibilit\u00e9, pour chaque personne soumise \u00e0 une d\u00e9cision automatis\u00e9e, d&rsquo;exiger une explication claire, une voie de contestation effective, une r\u00e9vision par un \u00eatre humain habilit\u00e9 \u00e0 dire non \u00e0 la machine. Ce droit existe sur le papier, dans le RGPD comme dans l&rsquo;<a href=\"https:\/\/artificialintelligenceact.eu\/\" target=\"_blank\" rel=\"noopener noreferrer\">AI Act europ\u00e9en<\/a>. Reste \u00e0 l&rsquo;incarner dans les pratiques. Une \u00e9thique du recours n&rsquo;est pas une \u00e9thique de la m\u00e9fiance envers l&rsquo;IA. C&rsquo;est une \u00e9thique de la dignit\u00e9, qui pose comme principe que toute personne m\u00e9rite d&rsquo;\u00eatre entendue par une autre personne quand sa vie est en jeu. Cette exigence n&rsquo;est ni une nostalgie du jugement humain pr\u00e9-num\u00e9rique, ni un soup\u00e7on g\u00e9n\u00e9ralis\u00e9 contre la machine. \u00c0 l&rsquo;inverse, c&rsquo;est la condition pour que l&rsquo;IA tienne ses promesses sans devenir l&rsquo;alibi technique d&rsquo;une d\u00e9responsabilisation collective. Le code peut tout. Il ne sait pas r\u00e9pondre du regard de celle qui le subit. Ce regard doit garder un destinataire. Une vraie gouvernance de l&rsquo;IA ne se mesure pas au nombre de mod\u00e8les entra\u00een\u00e9s. Elle se mesure au nombre de d\u00e9cisions qui peuvent \u00eatre rouvertes, discut\u00e9es, d\u00e9faites quand elles sont injustes.<\/p><\/div>\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-tg_citation elementor-widget elementor-widget-html\" data-id=\"tg_citation\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"tg-citation\">\n  <p class=\"tg-citation-text\">\u00ab Une d\u00e9cision sans visage reste une d\u00e9cision. Et toute d\u00e9cision qui p\u00e8se sur une vie doit pouvoir \u00eatre interrog\u00e9e par celle qui la subit. \u00bb<\/p>\n  <span class=\"tg-citation-author\">Tania Gombert<\/span>\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-tg_cta elementor-widget elementor-widget-html\" data-id=\"tg_cta\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"tg-cta-block\">\n  <p class=\"tg-cta-prompt\">Vous souhaitez engager une r\u00e9flexion sur l'IA \u00e9thique dans votre organisation ?<\/p>\n  <div class=\"tg-cta-actions\">\n    <a class=\"tg-cta-btn\" href=\"https:\/\/taniagombert.com\/index.php\/collaborons-ensemble\/\" target=\"_blank\" rel=\"noopener noreferrer\">Collaborons ensemble<\/a>\n    <a class=\"tg-cta-btn tg-cta-btn-secondary\" href=\"https:\/\/taniagombert.com\/index.php\/prenons-contact\/\" target=\"_blank\" rel=\"noopener noreferrer\">Prenons contact<\/a>\n  <\/div>\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-tg_et_si elementor-widget elementor-widget-html\" data-id=\"tg_et_si\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"tg-et-si\">\n  <p>Et si la vraie \u00e9thique de l'IA commen\u00e7ait par le droit d'opposer \u00e0 la machine un visage qui demande des comptes ?<\/p>\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-tg_hashtags elementor-widget elementor-widget-html\" data-id=\"tg_hashtags\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"tg-hashtags\">#IA #EthiqueIA #Algorithme #LeadershipResponsable #Gouvernance #IntelligenceArtificielle #JusticeAlgorithmique #AIAct #Inclusion #D\u00e9cisionAutomatis\u00e9e<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-tg_signature elementor-widget elementor-widget-html\" data-id=\"tg_signature\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"tg-signature\">#JusteTania<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-120d449 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"120d449\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4d84dea\" data-id=\"4d84dea\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d44b651 elementor-widget elementor-widget-html\" data-id=\"d44b651\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<style>\n.tg-post-nav-wrap {\n  margin: 3.5rem auto 1.5rem;\n  max-width: 920px;\n  padding: 0 1rem;\n}\n.tg-post-nav-wrap .tg-nav-divider {\n  height: 1px;\n  background: linear-gradient(to right, transparent 0%, #D2BB95 20%, #D2BB95 80%, transparent 100%);\n  margin: 0 0 2rem;\n}\n.tg-post-nav {\n  display: grid;\n  grid-template-columns: 1fr 1fr;\n  gap: 1.5rem;\n}\n.tg-post-nav .tg-nav-link {\n  display: block;\n  padding: 1.5rem 1.75rem;\n  background: #FAF6EE;\n  border: 1px solid #E8DCC2;\n  border-radius: 4px;\n  text-decoration: none !important;\n  color: #2C1F18 !important;\n  transition: all 0.25s ease;\n  position: relative;\n  overflow: hidden;\n}\n.tg-post-nav .tg-nav-link:hover {\n  background: #F5EFE5;\n  border-color: #B8762E;\n  transform: translateY(-2px);\n  box-shadow: 0 6px 18px rgba(44, 31, 24, 0.08);\n}\n.tg-post-nav .tg-nav-link:hover .tg-nav-arrow {\n  color: #B8762E;\n  transform: translateX(0);\n}\n.tg-post-nav .tg-nav-prev:hover .tg-nav-arrow { transform: translateX(-4px); 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gap: 0.75rem; }\n  .tg-post-nav .tg-nav-next,\n  .tg-post-nav .tg-nav-next .tg-nav-label { text-align: left; justify-content: flex-start; }\n  .tg-post-nav .tg-nav-link { padding: 1.25rem 1.5rem; }\n}\n\n\/* Si une seule direction pr\u00e9sente, prend toute la largeur sur desktop *\/\n.tg-post-nav.tg-nav-single { grid-template-columns: 1fr; max-width: 460px; margin: 0 auto; }\n<\/style>\n\n<div class=\"tg-post-nav-wrap\">\n  <div class=\"tg-nav-divider\"><\/div>\n  <div id=\"tg-nav-container\"><\/div>\n<\/div>\n\n<script>\n(function() {\n  var container = document.getElementById('tg-nav-container');\n  if (!container) return;\n  var urlMatch = window.location.pathname.match(\/\\\/(\\d{4})\\\/(\\d{2})\\\/(\\d{2})\\\/\/);\n  if (!urlMatch) return;\n  var y = urlMatch[1], mo = urlMatch[2], d = urlMatch[3];\n  var dateBefore = y + '-' + mo + '-' + d + 'T12:00:00';\n  var dateAfter  = y + '-' + mo + '-' + d + 'T12:00:01';\n  var base = '\/wp-json\/wp\/v2\/posts?_fields=id,title,link,date';\n  function decode(str) {\n    var tmp = document.createElement('div');\n    tmp.innerHTML = str;\n    return tmp.textContent || tmp.innerText || str;\n  }\n  Promise.all([\n    fetch(base + '&before=' + encodeURIComponent(dateBefore) + '&per_page=1&orderby=date&order=desc'),\n    fetch(base + '&after='  + encodeURIComponent(dateAfter)  + '&per_page=1&orderby=date&order=asc')\n  ])\n  .then(function(rs) { return Promise.all(rs.map(function(r){ return r.json(); 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Derri\u00e8re la promesse d&rsquo;objectivit\u00e9, une autre loterie est en train de na\u00eetre, plus discr\u00e8te que celle du hasard de la naissance, et tout aussi d\u00e9terminante. Vers une \u00e9thique du recours, pour redonner un visage \u00e0 la d\u00e9cision.<\/p>\n","protected":false},"author":1,"featured_media":4834,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"zakra_general_container_width":0,"zakra_general_content_width":0,"zakra_general_sidebar_width":0,"zakra_sticky_header":"customizer","zakra_header_main_area":true,"zakra_site_logo_width":0,"zakra_header_top_enabled":"customizer","zakra_header_top_style":"customizer","zakra_primary_menu_item_style":"customizer","zakra_page_header_text_color":"","zakra_page_header_layout":"customizer","zakra_page_title_bg":"","zakra_footer_widgets_bg_image":0,"zakra_page_title_bg_repeat":"customizer","zakra_page_title_bg_position":"customizer","zakra_page_title_bg_size":"customizer","zakra_page_title_bg_attachment":"customizer","zakra_breadcrumbs_enabled":"customizer","zakra_breadcrumbs_text_color":"","zakra_breadcrumbs_separator_color":"","zakra_breadcrumbs_link_color":"","zakra_breadcrumbs_link_hover_color":"","zakra_page_title_bg_image":0,"zakra_footer_widgets_enabled":"customizer","zakra_footer_column_layout_1_style":"customizer","zakra_footer_widgets_bg":"","zakra_footer_widgets_bg_repeat":"customizer","zakra_footer_widgets_bg_position":"customizer","zakra_footer_widgets_bg_size":"customizer","zakra_footer_widgets_bg_attachment":"customizer","zakra_footer_bar_enabled":"customizer","zakra_footer_bar_style":"customizer","zakra_page_container_layout":"customizer","zakra_page_sidebar_layout":"customizer","zakra_remove_content_margin":false,"zakra_sidebar":"customizer","zakra_transparent_header":"customizer","zakra_logo":0,"zakra_main_header_style":"default","zakra_menu_item_color":"","zakra_menu_item_hover_color":"","zakra_menu_item_active_color":"","zakra_menu_active_style":"","zakra_page_header":true,"om_disable_all_campaigns":false,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[84],"tags":[122,123,121,119,120,118],"class_list":["post-4829","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech-ia-ethique","tag-ai-act","tag-automatisation-des-decisions","tag-discrimination-algorithmique","tag-ethique-algorithmique","tag-gouvernance-ia","tag-ia"],"_links":{"self":[{"href":"https:\/\/taniagombert.com\/index.php\/wp-json\/wp\/v2\/posts\/4829","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/taniagombert.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/taniagombert.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/taniagombert.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/taniagombert.com\/index.php\/wp-json\/wp\/v2\/comments?post=4829"}],"version-history":[{"count":1,"href":"https:\/\/taniagombert.com\/index.php\/wp-json\/wp\/v2\/posts\/4829\/revisions"}],"predecessor-version":[{"id":4835,"href":"https:\/\/taniagombert.com\/index.php\/wp-json\/wp\/v2\/posts\/4829\/revisions\/4835"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/taniagombert.com\/index.php\/wp-json\/wp\/v2\/media\/4834"}],"wp:attachment":[{"href":"https:\/\/taniagombert.com\/index.php\/wp-json\/wp\/v2\/media?parent=4829"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/taniagombert.com\/index.php\/wp-json\/wp\/v2\/categories?post=4829"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/taniagombert.com\/index.php\/wp-json\/wp\/v2\/tags?post=4829"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}