{"id":10936,"date":"2024-03-25T20:13:12","date_gmt":"2024-03-25T20:13:12","guid":{"rendered":"https:\/\/dailyai.com\/?p=10936"},"modified":"2024-03-26T12:02:25","modified_gmt":"2024-03-26T12:02:25","slug":"researchers-propose-methods-for-building-interconnected-collective-ai","status":"publish","type":"post","link":"https:\/\/dailyai.com\/fr\/2024\/03\/researchers-propose-methods-for-building-interconnected-collective-ai\/","title":{"rendered":"Des chercheurs proposent des m\u00e9thodes pour construire une \"IA collective\" interconnect\u00e9e"},"content":{"rendered":"<p><b>Des chercheurs de l'universit\u00e9 de Loughborough, du MIT et de Yale ont introduit le concept d'\"IA collective\".\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Documenter leurs id\u00e9es dans une perspective <a href=\"https:\/\/www.nature.com\/articles\/s42256-024-00800-2\" target=\"_blank\" rel=\"noopener\">papier<\/a> publi\u00e9 dans Nature Machine Intelligence, les chercheurs proposent<\/span><span style=\"font-weight: 400;\"> Shared Experience Lifelong Learning (ShELL) en tant que cadre pour la cr\u00e9ation de syst\u00e8mes d'IA d\u00e9centralis\u00e9s compos\u00e9s de multiples agents ind\u00e9pendants, ou \"Collective AI\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Fonctionnant comme un \"esprit de ruche\", ces unit\u00e9s d'IA individuelles apprennent en permanence et partagent leurs connaissances tout au long de leur vie, ce qui remet en question les architectures monolithiques centralis\u00e9es.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Si elle est d\u00e9velopp\u00e9e, l'IA collective pourrait reproduire les capacit\u00e9s des \"Borgs\" de Star Trek et de nombreux autres concepts de science-fiction tels que \"The Get\" de Mass Effect ou \"The Replicators\" de Stargate SG-1.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">En permettant aux agents d'apprendre de leurs propres exp\u00e9riences et des connaissances partag\u00e9es par les autres, les syst\u00e8mes ShELL peuvent faire preuve d'un apprentissage plus rapide, d'une meilleure performance et d'une plus grande flexibilit\u00e9 face \u00e0 l'adversit\u00e9, \u00e0 l'instar des organismes biologiques.\u00a0<\/span><\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">Des informaticiens de haut niveau du monde entier affirment que l'avenir de l'intelligence artificielle est similaire \u00e0 celui de Star Trek\ud83d\udd96\ud83e\udd16\ud83e\udd16\ud83e\udd16\ud83d\udd96\ud83e\udd16.<\/p>\n<p>Dr <a href=\"https:\/\/twitter.com\/asoltoggio?ref_src=twsrc%5Etfw\">@asoltoggio<\/a> et des experts tels que <a href=\"https:\/\/twitter.com\/MIT?ref_src=twsrc%5Etfw\">@MIT<\/a> &amp; <a href=\"https:\/\/twitter.com\/Yale?ref_src=twsrc%5Etfw\">@Yale<\/a> partager leur vision de l'\"IA collective\" dans une nouvelle <a href=\"https:\/\/twitter.com\/NatMachIntell?ref_src=twsrc%5Etfw\">@NatMachIntell<\/a> papier.<\/p>\n<p>Lire : <a href=\"https:\/\/t.co\/JgKhqvUDmG\">https:\/\/t.co\/JgKhqvUDmG<\/a> <a href=\"https:\/\/t.co\/kd1QAyGxGB\">pic.twitter.com\/kd1QAyGxGB<\/a><\/p>\n<p>- Relations publiques de l'Universit\u00e9 de Loughborough (@LboroPR) <a href=\"https:\/\/twitter.com\/LboroPR\/status\/1771215239612088476?ref_src=twsrc%5Etfw\">22 mars 2024<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p><span style=\"font-weight: 400;\">Andrea Soltoggio de l'universit\u00e9 de Loughborough, chercheur principal de l'\u00e9tude, <\/span><a href=\"https:\/\/www.lboro.ac.uk\/news-events\/news\/2024\/march\/collective-artificial-intelligence-soltoggio\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">a d\u00e9crit la vision de l'\u00e9tude<\/span><\/a><span style=\"font-weight: 400;\">: \"Le partage instantan\u00e9 des connaissances au sein d'un r\u00e9seau collectif d'unit\u00e9s d'IA capables d'apprendre en permanence et de s'adapter \u00e0 de nouvelles donn\u00e9es permettra de r\u00e9agir rapidement \u00e0 des situations in\u00e9dites, \u00e0 des d\u00e9fis ou \u00e0 des menaces.\"\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">M. Soltoggio a \u00e9galement soulign\u00e9 le potentiel de l'IA d\u00e9centralis\u00e9e en \u00e9tablissant une analogie avec le syst\u00e8me immunitaire humain, dont les multiples composantes travaillent ensemble pour mettre en place une d\u00e9fense coordonn\u00e9e contre les menaces.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\"Cela pourrait \u00e9galement conduire au d\u00e9veloppement de robots d'intervention en cas de catastrophe, capables de s'adapter rapidement aux conditions dans lesquelles ils sont envoy\u00e9s, ou d'agents m\u00e9dicaux personnalis\u00e9s qui am\u00e9liorent les r\u00e9sultats en mati\u00e8re de sant\u00e9 en fusionnant des connaissances m\u00e9dicales de pointe avec des informations sp\u00e9cifiques au patient\", a expliqu\u00e9 M. Soltoggio.\u00a0<\/span><\/p>\n<p>Plusieurs utilisations potentielles dans le monde r\u00e9el sont mentionn\u00e9es dans l'\u00e9tude :<\/p>\n<ol class=\"list-decimal pl-8 space-y-2 -mt-1\">\n<li class=\"whitespace-normal break-words\"><strong>Exploration de l'espace<\/strong>: Les capacit\u00e9s d'apprentissage et d'adaptation d\u00e9centralis\u00e9es de ShELL pourraient s'av\u00e9rer pr\u00e9cieuses pour les missions dans l'espace lointain, o\u00f9 la communication avec la Terre est limit\u00e9e et o\u00f9 les syst\u00e8mes autonomes doivent faire face \u00e0 des d\u00e9fis inattendus.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>M\u00e9decine personnalis\u00e9e<\/strong>: ShELL pourrait alimenter des syst\u00e8mes d'IA m\u00e9dicale distribu\u00e9s qui s'adaptent en permanence \u00e0 l'\u00e9volution des besoins des patients et des connaissances m\u00e9dicales, permettant ainsi une prestation de soins de sant\u00e9 plus cibl\u00e9e et plus efficace.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Cybers\u00e9curit\u00e9<\/strong>: L'apprentissage collectif et le partage des connaissances des agents ShELL pourraient \u00eatre mis \u00e0 profit pour cr\u00e9er des syst\u00e8mes d\u00e9fensifs d\u00e9centralis\u00e9s qui d\u00e9tectent et diffusent rapidement des informations sur les nouvelles menaces, ce qui permettrait de r\u00e9agir plus vite et plus efficacement aux cyberattaques.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>R\u00e9ponse aux catastrophes<\/strong>: L'article sugg\u00e8re que les syst\u00e8mes ShELL pourraient \u00eatre utilis\u00e9s pour coordonner des agents autonomes dans des sc\u00e9narios de catastrophe, permettant des efforts de r\u00e9ponse plus efficaces et plus efficients en tirant parti de l'intelligence collective du groupe.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>D\u00e9tection multi-agents<\/strong>: ShELL pourrait permettre la coordination d'essaims d'agents afin de construire des mod\u00e8les 3D du monde pour des t\u00e2ches telles que les op\u00e9rations de recherche et de sauvetage ou la d\u00e9tection d'anomalies dans le cadre de la reconnaissance militaire.<\/li>\n<\/ol>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">Voici une id\u00e9e possible pour construire une d\u00e9mocratie compos\u00e9e de nombreuses IA, de diversit\u00e9 et de r\u00e9silience, par opposition \u00e0 une poign\u00e9e de grandes entit\u00e9s contr\u00f4lant la technologie la plus puissante du 21e si\u00e8cle. <a href=\"https:\/\/t.co\/Eg7R9X4WEp\">https:\/\/t.co\/Eg7R9X4WEp<\/a> Y a-t-il des preneurs ?<\/p>\n<p>- Andrea Soltoggio (@asoltoggio) <a href=\"https:\/\/twitter.com\/asoltoggio\/status\/1771307114289336679?ref_src=twsrc%5Etfw\">22 mars 2024<\/a><\/p><\/blockquote>\n<p><script src=\"https:\/\/platform.twitter.com\/widgets.js\" async=\"\" charset=\"utf-8\"><\/script><\/p>\n<p><span style=\"font-weight: 400;\">Malgr\u00e9 des utilisations prometteuses, les chercheurs sont conscients des risques potentiels des syst\u00e8mes d'IA collectifs, tels que la diffusion rapide de connaissances incorrectes, dangereuses ou contraires \u00e0 l'\u00e9thique entre les unit\u00e9s.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pour y rem\u00e9dier, ils sugg\u00e8rent de favoriser l'autonomie de chaque unit\u00e9 d'IA au sein du collectif, en assurant un \u00e9quilibre entre coop\u00e9ration et ind\u00e9pendance.\u00a0<\/span><\/p>\n<h2>Construire une IA collective<\/h2>\n<p><span style=\"font-weight: 400;\">Comment l'IA collective peut-elle fonctionner ? Les chercheurs proposent plusieurs m\u00e9canismes potentiels :<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Apprentissage automatique tout au long de la vie<\/b><span style=\"font-weight: 400;\">: Permet aux agents de l'IA d'apprendre plusieurs t\u00e2ches de mani\u00e8re incr\u00e9mentale sans souffrir d'un oubli catastrophique. Les techniques comprennent les m\u00e9thodes de relecture (stockage et relecture des exp\u00e9riences pr\u00e9c\u00e9dentes), la r\u00e9gularisation (contrainte des mises \u00e0 jour du mod\u00e8le pour emp\u00eacher l'\u00e9crasement des anciennes connaissances) et l'isolation des param\u00e8tres (d\u00e9dier des composants de mod\u00e8le distincts \u00e0 diff\u00e9rentes t\u00e2ches).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Apprentissage f\u00e9d\u00e9r\u00e9 :<\/b><span style=\"font-weight: 400;\"> Un paradigme d'apprentissage distribu\u00e9 dans lequel plusieurs agents forment un mod\u00e8le en collaboration tout en gardant leurs donn\u00e9es localis\u00e9es. Chaque agent calcule les mises \u00e0 jour du mod\u00e8le sur la base de ses donn\u00e9es locales et ne partage que ces mises \u00e0 jour avec les autres, en pr\u00e9servant la confidentialit\u00e9 des donn\u00e9es.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Syst\u00e8mes multi-agents<\/b><span style=\"font-weight: 400;\">: \u00c9tude d'agents autonomes interagissant dans un environnement partag\u00e9. Les agents ShELL fonctionnent de mani\u00e8re d\u00e9centralis\u00e9e, prenant des d\u00e9cisions bas\u00e9es sur leurs objectifs individuels et leurs connaissances.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Informatique de pointe<\/b><span style=\"font-weight: 400;\">: Effectuer des calculs et stocker des donn\u00e9es \u00e0 proximit\u00e9 des sources de donn\u00e9es, par exemple sur des appareils ou des serveurs p\u00e9riph\u00e9riques, plut\u00f4t que dans des syst\u00e8mes centralis\u00e9s en nuage. Les agents ShELL fonctionnent sur des appareils p\u00e9riph\u00e9riques, ce qui permet un traitement \u00e0 faible latence et r\u00e9duit les co\u00fbts de communication.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">L'IA collective s'appuie sur des d\u00e9veloppements futuristes r\u00e9cents dans le domaine de l'IA, tels que <a href=\"https:\/\/dailyai.com\/fr\/2023\/08\/the-evolution-of-bio-inspired-ai-developments-and-future-direction\/\">IA bio-inspir\u00e9e<\/a> architectures qui simulent efficacement les structures synaptiques analogiques et les mod\u00e8les d'intelligence artificielle qui s'ex\u00e9cutent sur des ordinateurs de bureau. <a href=\"https:\/\/dailyai.com\/fr\/2023\/12\/researchers-perform-ai-speech-recognition-with-human-brain-cells\/\">de v\u00e9ritables cellules c\u00e9r\u00e9brales<\/a>.<\/span><\/p>\n<p>L'int\u00e9r\u00eat pour l'IA d\u00e9centralis\u00e9e elle-m\u00eame est croissant, comme l'indique la <a href=\"https:\/\/dailyai.com\/fr\/2024\/03\/stability-ai-ceo-emad-mostaque-steps-down-from-his-role-and-company-board\/\">d\u00e9mission r\u00e9cente<\/a> Emad Mostaque, PDG de Stability AI. Il a quitt\u00e9 l'entreprise pour se consacrer \u00e0 des projets d\u00e9centralis\u00e9s visant \u00e0 diffuser le pouvoir de l'IA aupr\u00e8s des grandes entreprises technologiques.<\/p>\n<p><span style=\"font-weight: 400;\">En outre, une startup, Sakana, fond\u00e9e par d'anciens ing\u00e9nieurs de Google, a r\u00e9cemment <\/span><a href=\"https:\/\/dailyai.com\/fr\/2024\/01\/sakana-a-tokyo-based-startup-raises-30-million-for-bio-inspired-swarm-ai\/\"><span style=\"font-weight: 400;\">a lev\u00e9 $30 millions d'euros pour l'IA \"en essaim\".<\/span><\/a>,<span style=\"font-weight: 400;\"> conceptuellement similaire \u00e0 ce qui est propos\u00e9 dans cette nouvelle \u00e9tude.\u00a0<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Des chercheurs de l'universit\u00e9 de Loughborough, du MIT et de Yale ont introduit le concept d'\"IA collective\".  Pr\u00e9sentant leurs id\u00e9es dans un article de perspective publi\u00e9 dans Nature Machine Intelligence, les chercheurs proposent le Shared Experience Lifelong Learning (ShELL) comme cadre pour la cr\u00e9ation de syst\u00e8mes d'IA d\u00e9centralis\u00e9s compos\u00e9s de multiples agents ind\u00e9pendants, ou \"IA collective\". Fonctionnant comme un \"esprit de ruche\", ces unit\u00e9s d'IA individuelles apprennent en permanence et partagent leurs connaissances tout au long de leur vie, remettant en cause les architectures monolithiques centralis\u00e9es.  Si elle est d\u00e9velopp\u00e9e, l'IA collective pourrait reproduire les capacit\u00e9s des \"Borgs\" de Star Trek et de nombreux autres concepts de science-fiction tels que \"The Get\" de Mass Effect ou \"The Replicators\" de Stargate SG-1.<\/p>","protected":false},"author":2,"featured_media":10937,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[350],"class_list":["post-10936","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-bio-inspired-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Researchers propose methods for building interconnected &quot;Collective AI&quot; | DailyAI<\/title>\n<meta name=\"description\" content=\"Researchers from Loughborough University, MIT, and Yale, have introduced the concept of &#039;Collective 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