{"id":2572,"date":"2026-07-13T12:06:40","date_gmt":"2026-07-13T17:06:40","guid":{"rendered":"https:\/\/accendoassociates.com\/?p=2572"},"modified":"2026-10-02T21:38:30","modified_gmt":"2026-10-03T02:38:30","slug":"ai-for-good-2026-five-tests-for-inclusive-ai","status":"publish","type":"post","link":"https:\/\/accendoassociates.com\/fr\/ai-for-good-2026-five-tests-for-inclusive-ai\/","title":{"rendered":"Cinq crit\u00e8res que toute initiative d\u2019IA inclusive doit remplir"},"content":{"rendered":"
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Prateek Shrivastava | 13 juillet 2026 | Reportage lors de l\u2019AI for Good 2026 \u00e0 Gen\u00e8ve, en Suisse.<\/p>\n\n\n\n

J'ai pass\u00e9 trois jours dans le AI for Good Global Summit<\/a> \u00c0 Gen\u00e8ve, o\u00f9 plus de 11 000 participants venus de 169 pays se sont r\u00e9unis aux c\u00f4t\u00e9s du premier Dialogue mondial des Nations Unies sur la gouvernance de l\u2019intelligence artificielle et du Forum du Sommet mondial de la soci\u00e9t\u00e9 de l\u2019information. Le sommet a montr\u00e9 \u00e0 quel rythme l\u2019intelligence artificielle (IA) \u00e9volue dans les domaines de la sant\u00e9, de l\u2019\u00e9ducation, de l\u2019agriculture, de la finance, de la science et des industries cr\u00e9atives. Il a \u00e9galement renforc\u00e9 l\u2019influence des institutions qui financent, ach\u00e8tent, r\u00e9glementent et distribuent ces technologies. Les capacit\u00e9s de mod\u00e8le sont importantes, mais ce sont les institutions qui d\u00e9terminent les applications qui atteignent les personnes, les entreprises qui s\u00e9curisent les clients et l\u2019endroit o\u00f9 le b\u00e9n\u00e9fice \u00e9conomique r\u00e9sultant se concentre.<\/p>\n\n\n\n

Gen\u00e8ve a contribu\u00e9 \u00e0 affiner cinq tests que je utilise d\u00e9sormais pour \u00e9valuer toute initiative en mati\u00e8re d\u2019IA ax\u00e9e sur le d\u00e9veloppement et l\u2019inclusion.<\/p>\n\n\n\n

1. R\u00e9pond-il \u00e0 un probl\u00e8me prioritaire pour les personnes d\u00e9favoris\u00e9es dans des conditions r\u00e9elles ?<\/strong><\/h4>\n\n\n\n

La solution r\u00e9sout-elle un probl\u00e8me prioritaire pour les personnes d\u00e9favoris\u00e9es, dans les conditions dans lesquelles elles vivent et travaillent r\u00e9ellement\u00a0: abordable, dans la bonne langue, fonctionnelle en ce qui concerne la connectivit\u00e9 et l\u2019alimentation \u00e9lectrique existantes, et non pas selon les attentes des concepteurs d\u2019infrastructures ?<\/p>\n\n\n\n

Le pr\u00e9sident Paul Kagame et Marc Benioff ont lanc\u00e9 Commission mondiale AI for Good.<\/a> Il r\u00e9unit des dirigeants politiques, des entreprises technologiques, des investisseurs et des institutions internationales. Son mandat couvre l\u2019acc\u00e8s, la confiance et l\u2019utilisation de l\u2019IA pour le d\u00e9veloppement durable. Il a clairement \u00e9nonc\u00e9 l\u2019ampleur du d\u00e9fi. Environ 2,2 milliards de personnes restent hors ligne. De nombreux autres vivent avec une connectivit\u00e9 peu fiable, un acc\u00e8s limit\u00e9 \u00e0 l\u2019informatique, des donn\u00e9es en langue locale limit\u00e9es et des institutions qui ne parviennent toujours pas \u00e0 d\u00e9velopper des capacit\u00e9s num\u00e9riques de base.<\/p>\n\n\n\n

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Sangbu Kim, vice-pr\u00e9sident de la Banque mondiale charg\u00e9 de la transformation num\u00e9rique, a pr\u00e9sent\u00e9 un Direction pratique<\/a> Gr\u00e2ce au concept de \u201c petite IA \u201d. Ces syst\u00e8mes sont con\u00e7us pour fonctionner avec des ressources informatiques modestes, une connectivit\u00e9 intermittente et des donn\u00e9es pertinentes au niveau local.<\/p>\n\n\n\n

Ces conditions fa\u00e7onnent la conception de l\u2019IA utile. Les produits d\u00e9pendants d\u2019une connectivit\u00e9 constante, d\u2019appareils co\u00fbteux et de mod\u00e8les bas\u00e9s sur le cloud auront une port\u00e9e limit\u00e9e sur de nombreux march\u00e9s o\u00f9 le besoin est le plus important. Parmi les exemples, citons les outils hors ligne qui aident les cliniciens \u00e0 r\u00e9diger leurs notes m\u00e9dicales, les tutoriels bas\u00e9s sur WhatsApp, le d\u00e9pistage du tuberculose soutenu par l\u2019IA et les diagnostics agricoles qui permettent aux agriculteurs de rep\u00e9rer les maladies des cultures \u00e0 partir d\u2019une photo. Ces syst\u00e8mes fonctionnent dans des services, des appareils et des workflows d\u00e9j\u00e0 utilis\u00e9s par les personnes.<\/p>\n\n\n\n

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Cette approche a des implications claires pour les bailleurs de fonds et les fournisseurs de technologies. La langue, l\u2019accessibilit\u00e9 financi\u00e8re, l\u2019\u00e9nergie, la connectivit\u00e9 et l\u2019acc\u00e8s aux appareils devraient influencer la conception du produit d\u00e8s le d\u00e9part. Les d\u00e9cisions d\u2019investissement devraient \u00e9galement tenir compte de la distribution, de l\u2019int\u00e9gration, de la formation et du support \u00e0 long terme. L\u2019acc\u00e8s d\u00e9pend du syst\u00e8me de distribution complet entourant la technologie.<\/mark><\/em><\/p>\n<\/blockquote>\n\n\n\n

2. Existe-t-il une voie cr\u00e9dible pour passer de l\u2019adoption par un pilote \u00e0 une adoption institutionnelle et \u00e0 une \u00e9chelle plus importante ?<\/strong><\/h4>\n\n\n\n

Existe-t-il une voie cr\u00e9dible pour passer d\u2019un pilote exp\u00e9riment\u00e9 \u00e0 une adoption institutionnelle et \u00e0 une \u00e9chelle plus importantes : des clients r\u00e9els, des processus d\u2019approvisionnement, une distribution et des capitaux adapt\u00e9s aux cycles de vente lentis des acheteurs r\u00e9glement\u00e9s ?<\/p>\n\n\n\n

Le Fabrique de l'innovation<\/a> et d'autres programmes de sommet ont mis en valeur des entrepreneurs \u0153uvrant dans les domaines des paiements, de la sant\u00e9, de la sant\u00e9 mentale, de la r\u00e9silience climatique et de la gestion de l'eau. Nearpays<\/a>, une fintech africaine qui transforme des smartphones ordinaires en terminaux de paiement, faisait partie des entreprises reconnues \u00e0 Gen\u00e8ve. Les prix et les concours permettent d\u2019acc\u00e9der \u00e0 une visibilit\u00e9, \u00e0 une validation et \u00e0 un financement pr\u00e9coce. Une croissance durable n\u00e9cessite des clients institutionnels, des circuits d\u2019approvisionnement, un acc\u00e8s aux donn\u00e9es et un capital qui refl\u00e8te les r\u00e9alit\u00e9s de l\u2019adoption.<\/p>\n\n\n\n

Les organismes publics, les banques, les prestataires de soins de sant\u00e9 et les institutions de d\u00e9veloppement ont souvent des processus d\u2019approvisionnement lents et une capacit\u00e9 limit\u00e9e \u00e0 \u00e9valuer les syst\u00e8mes \u00e9mergents. Les fondateurs peuvent passer des ann\u00e9es \u00e0 passer d\u2019un essai pilote r\u00e9ussi \u00e0 un contrat reproductible. Cela affaiblit les entreprises prometteuses et retarde l\u2019acc\u00e8s \u00e0 des technologies potentiellement utiles. Dix institutions financi\u00e8res qui explorent l\u2019IA pour l\u2019assurance cr\u00e9dit, la pr\u00e9vention de la fraude ou le service client peuvent cr\u00e9er un march\u00e9 plus cr\u00e9dible en travaillant ensemble plut\u00f4t que de mener dix exp\u00e9riences ind\u00e9pendantes. Cela permet aux entrepreneurs de disposer de signaux de demande plus clairs et d\u2019offrir aux investisseurs des preuves plus solides quant aux performances et \u00e0 la scalabilit\u00e9. Le capital devient plus efficace lorsqu\u2019il est connect\u00e9 aux clients, \u00e0 la distribution et \u00e0 une voie cr\u00e9dible d\u2019adoption.<\/p>\n\n\n\n

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Les investisseurs d\u2019impact peuvent contribuer \u00e0 combler cette lacune en regroupant la demande dans leurs portefeuilles et leurs r\u00e9seaux. Les institutions confront\u00e9es \u00e0 des d\u00e9fis similaires peuvent d\u00e9finir des exigences communes, mener des analyses conjointes, \u00e9tablir des normes de passation de march\u00e9s responsables et tester les solutions dans des contextes comparables.<\/mark><\/em><\/p>\n<\/blockquote>\n\n\n\n

3. Peut-on y faire confiance, y exercer un contr\u00f4le et y mettre en cause ses d\u00e9cisions en pratique ?<\/strong><\/h4>\n\n\n\n

Est-il possible de faire confiance \u00e0 un syst\u00e8me, de le g\u00e9rer et de le contester dans la pratique : gr\u00e2ce \u00e0 des preuves, \u00e0 une surveillance humaine, \u00e0 un suivi et \u00e0 un m\u00e9canisme de recours en cas de d\u00e9faillance ?<\/p>\n\n\n\n

Werner Vogels, directeur technologique d\u2019Amazon, a utilis\u00e9 son discours d\u2019ouverture :\u201cLa confiance est morte : croyez-moi<\/a>,\u201d pour d\u00e9crire comment l\u2019IA g\u00e9n\u00e9rative a chang\u00e9 l\u2019\u00e9conomie de la tromperie. Des textes, images, sons et identit\u00e9s synth\u00e9tiques convaincants peuvent d\u00e9sormais \u00eatre produits rapidement et \u00e0 un co\u00fbt tr\u00e8s faible. Brad Smith, pr\u00e9sident de Microsoft, a abord\u00e9 le m\u00eame probl\u00e8me sous l\u2019angle de la politique. Sa position refl\u00e9tait la n\u00e9cessit\u00e9 de r\u00e8gles qui prot\u00e8gent la soci\u00e9t\u00e9 tout en restant suffisamment pratiques pour soutenir l\u2019innovation et l\u2019adoption. La nouvelle r\u00e9glementation de l\u2019UIT Groupe de discussion sur la confiance et l'identit\u00e9 pour les humains et l'IA agentique<\/a> offre une r\u00e9ponse institutionnelle concr\u00e8te. Son travail examinera la mani\u00e8re dont les syst\u00e8mes autonomes sont identifi\u00e9s, g\u00e9r\u00e9s et tenus responsables au fur et \u00e0 mesure qu'ils commencent \u00e0 prendre des actions et \u00e0 interagir avec d'autres syst\u00e8mes.<\/p>\n\n\n\n

Ces questions rev\u00eatent une importance imm\u00e9diate pour les services financiers, les soins de sant\u00e9, l\u2019\u00e9ducation et l\u2019administration publique. Une banque utilisant l\u2019IA pour l\u2019assurabilit\u00e9 doit comprendre les donn\u00e9es, les m\u00e9thodes de test, le risque de biais et le r\u00f4le du jugement humain. Une agence gouvernementale doit instaurer la responsabilit\u00e9 et les recours en cas d\u2019influence du syst\u00e8me automatis\u00e9 sur l\u2019acc\u00e8s \u00e0 un service public.<\/p>\n\n\n\n

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L\u2019IA responsable doit \u00eatre visible dans les processus op\u00e9rationnels, les contrats d\u2019achat et le contr\u00f4le par le conseil d\u2019administration. Les institutions doivent documenter les sources de donn\u00e9es, les droits de d\u00e9cision, les contr\u00f4les humains, les proc\u00e9dures de suivi, d\u2019escalade des probl\u00e8mes et les recours des utilisateurs. La confiance repose sur des preuves, sur la responsabilit\u00e9 et la capacit\u00e9 d\u2019intervenir lorsque les syst\u00e8mes \u00e9chouent.<\/em><\/mark><\/p>\n<\/blockquote>\n\n\n\n

4. Cela contribue-t-il \u00e0 renforcer les capacit\u00e9s locales et \u00e0 r\u00e9partir \u00e9quitablement la valeur cr\u00e9\u00e9e ?<\/strong><\/h4>\n\n\n\n

Le syst\u00e8me contribue-t-il \u00e0 renforcer les capacit\u00e9s locales et \u00e0 distribuer \u00e9quitablement les b\u00e9n\u00e9fices aux cr\u00e9ateurs, aux communaut\u00e9s et aux entrepreneurs locaux dont les donn\u00e9es, les connaissances et les travaux rendent cette technologie possible, et non seulement \u00e0 l\u2019entreprise qui la d\u00e9ploye ?<\/p>\n\n\n\n

Bj\u00f6rn Ulvaeus, cofondateur d'ABBA et pr\u00e9sident de CISAC<\/a>, a port\u00e9 les droits \u00e9conomiques des cr\u00e9ateurs au c\u0153ur du sommet. Il a plaid\u00e9 en faveur d\u2019accords de licence collectifs permettant aux artistes et aux autres titulaires de droits de participer \u00e0 la valeur g\u00e9n\u00e9r\u00e9e par les \u0153uvres utilis\u00e9es pour former des syst\u00e8mes d\u2019IA commerciaux. ABBA Voyage a fourni une illustration concr\u00e8te. La technologie a \u00e9largi l\u2019exp\u00e9rience cr\u00e9ative tout en pr\u00e9servant le consentement, la participation et les droits \u00e9conomiques des artistes.<\/p>\n\n\n\n

Le m\u00eame principe s\u2019applique \u00e0 tous les secteurs. Les syst\u00e8mes d\u2019IA s\u2019appuient sur les connaissances, le langage, le comportement et les donn\u00e9es g\u00e9n\u00e9r\u00e9es par les travailleurs, les clients, les communaut\u00e9s et les institutions publiques. Une IA inclusive n\u00e9cessite des r\u00e8gles claires quant \u00e0 la mani\u00e8re dont ces donn\u00e9es sont collect\u00e9es, g\u00e9r\u00e9es et valoris\u00e9es.<\/p>\n\n\n\n

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Les investisseurs et les conseils d\u2019administration devraient examiner la cha\u00eene d\u2019approvisionnement des donn\u00e9es qui sous-tend chaque entreprise d\u2019IA. Cela inclut le consentement, la provenance, la repr\u00e9sentation, la propri\u00e9t\u00e9 intellectuelle, les droits des communaut\u00e9s et la distribution des retomb\u00e9es \u00e9conomiques. Une entreprise qui d\u00e9pend d\u2019inputs mal g\u00e9r\u00e9s ou non r\u00e9mun\u00e9r\u00e9s porte un risque juridique, de r\u00e9putation et social. Une participation \u00e9quitable renforce la l\u00e9gitimit\u00e9 et la r\u00e9silience commerciale \u00e0 long terme.<\/mark><\/em><\/p>\n<\/blockquote>\n\n\n\n

5. Les r\u00e9sultats sont-ils mesurables et les institutions sont-elles tenues responsables de leur r\u00e9alisation ?<\/strong><\/h4>\n\n\n\n

Les r\u00e9sultats sont-ils mesurables et quelqu'un, une entreprise, un investisseur, un gouvernement, une commission, une institution de d\u00e9veloppement, est-il tenu responsable de leur r\u00e9alisation, et non seulement de leur annonce ?<\/p>\n\n\n\n

Amandeep Singh Gill, Envoy\u00e9 du Secr\u00e9taire g\u00e9n\u00e9ral de l\u2019ONU pour la technologie, a soulign\u00e9 la n\u00e9cessit\u00e9 d\u2019une participation mondiale et fond\u00e9e sur des donn\u00e9es probantes \u00e0 la gouvernance de l\u2019IA. Rachel Adams a renforc\u00e9 l\u2019importance d\u2019une repr\u00e9sentation significative pour les \u00c9tats plus petits et les \u00e9conomies \u00e0 faible revenu. Le laur\u00e9at du prix Nobel de la paix Kailash Satyarthi a ramen\u00e9 le d\u00e9bat \u00e0 la dignit\u00e9 humaine et \u00e0 la protection des personnes les moins puissantes.<\/p>\n\n\n\n

Ces perspectives cr\u00e9ent une claire obligation de rendre des comptes aux institutions.<\/p>\n\n\n\n

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La m\u00eame norme devrait s\u2019appliquer dans l\u2019ensemble du secteur de l\u2019IA pour le d\u00e9veloppement. Les conf\u00e9rences, les acc\u00e9l\u00e9rateurs, les principes et les programmes de formation ont tous un r\u00f4le \u00e0 jouer. Leur contribution devrait \u00eatre li\u00e9e \u00e0 l\u2019adoption, \u00e0 la capacit\u00e9 institutionnelle et \u00e0 des am\u00e9liorations mesurables dans la vie des personnes.<\/mark><\/em><\/p>\n<\/blockquote>\n\n\n\n

Le travail apr\u00e8s Gen\u00e8ve<\/strong><\/h4>\n\n\n\n

Le progr\u00e8s n\u00e9cessite une action coordonn\u00e9e. Les gouvernements et les institutions peuvent d\u00e9finir des probl\u00e8mes prioritaires et \u00e9tablir des voies d\u2019approvisionnement. Les investisseurs peuvent rassembler la demande et financer l\u2019adoption. Les fournisseurs de technologie peuvent concevoir des solutions adapt\u00e9es aux conditions locales et d\u00e9montrer leur fiabilit\u00e9. Les organismes mondiaux peuvent publier des normes, des engagements et des r\u00e9sultats. L\u2019IA au service du bien-\u00eatre sera \u00e9valu\u00e9e au travers de sa mise en \u0153uvre. Le progr\u00e8s sera visible lorsque des syst\u00e8mes utiles seront achet\u00e9s, g\u00e9r\u00e9s et d\u00e9ploy\u00e9s par des institutions comp\u00e9tentes, et lorsque les personnes qu\u2019ils sont destin\u00e9s \u00e0 servir participeront de mani\u00e8re significative aux b\u00e9n\u00e9fices.<\/p>\n\n\n\n

Ces tests guident le travail des Alliance pour une IA inclusive<\/a> et Accendo son engagement avec les investisseurs \u00e0 impact. <\/p>\n\n\n\n

Il reste encore beaucoup de travail \u00e0 faire. Et nous avons d\u00e9j\u00e0 commenc\u00e9 \u00e0 courir la course \u00e0 pied !<\/p>\n\n\n\n

<\/p>\n\n\n\n

\"\"<\/figure>","protected":false},"excerpt":{"rendered":"

Prateek Shrivastava | 13 juillet 2026 | Depuis AI for Good 2026 \u00e0 Gen\u00e8ve, en Suisse. 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l\u2019information\u2026<\/p>","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_monsterinsights_skip_tracking":false,"_EventAllDay":false,"_EventTimezone":"","_EventStartDate":"","_EventEndDate":"","_EventStartDateUTC":"","_EventEndDateUTC":"","_EventShowMap":false,"_EventShowMapLink":false,"_EventURL":"","_EventCost":"","_EventCostDescription":"","_EventCurrencySymbol":"","_EventCurrencyCode":"","_EventCurrencyPosition":"","_EventDateTimeSeparator":"","_EventTimeRangeSeparator":"","_EventOrganizerID":[],"_EventVenueID":[],"_OrganizerEmail":"","_OrganizerPhone":"","_OrganizerWebsite":"","_VenueAddress":"","_VenueCity":"","_VenueCountry":"","_VenueProvince":"","_VenueState":"","_VenueZip":"","_VenuePhone":"","_VenueURL":"","_VenueStateProvince":"","_VenueLat":"","_VenueLng":"","_VenueShowMap":false,"_VenueShowMapLink":false,"_kadence_starter_templates_imported_post":false,"_swpsp_post_exclude":false,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[7],"tags":[],"class_list":["post-2572","post","type-post","status-publish","format-standard","hentry","category-ai-impact"],"yoast_head":"\nFive Tests for Inclusive AI: Notes From AI for Good 2026<\/title>\n<meta name=\"description\" content=\"Reporting from the AI for Good Global Summit 2026 in Geneva: five tests every inclusive AI initiative must pass to reach underserved communities.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/accendoassociates.com\/fr\/ai-for-good-2026-five-tests-for-inclusive-ai\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Five Tests for Inclusive AI: Notes From AI for Good 2026\" \/>\n<meta property=\"og:description\" content=\"Reporting from the AI for Good Global Summit 2026 in Geneva: five tests every inclusive AI initiative must pass to reach underserved communities.\" \/>\n<meta property=\"og:url\" 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