{"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\/nb\/2024\/03\/researchers-propose-methods-for-building-interconnected-collective-ai\/","title":{"rendered":"Forskere foresl\u00e5r metoder for \u00e5 bygge sammenkoblet \"kollektiv AI\""},"content":{"rendered":"<p><b>Forskere fra Loughborough University, MIT og Yale har introdusert konseptet \"kollektiv AI\".\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Dokumentere ideene sine i et perspektiv <a href=\"https:\/\/www.nature.com\/articles\/s42256-024-00800-2\" target=\"_blank\" rel=\"noopener\">papir<\/a> publisert i Nature Machine Intelligence, foresl\u00e5r forskerne<\/span><span style=\"font-weight: 400;\"> ShELL (Shared Experience Lifelong Learning) som et rammeverk for \u00e5 skape desentraliserte AI-systemer som best\u00e5r av flere uavhengige agenter, eller \"Collective AI\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Disse individuelle AI-enhetene fungerer som en \"bikube\", og de l\u00e6rer kontinuerlig og deler kunnskap gjennom hele sin levetid, noe som utfordrer sentraliserte, monolittiske arkitekturer.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Hvis den kollektive AI-en blir utviklet, kan den speile evnene til Star Treks \"The Borg\" og en rekke andre sci-fi-konsepter som \"The Get\" fra Mass Effect eller \"The Replicators\" fra Stargate SG-1.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ved \u00e5 gj\u00f8re det mulig for agenter \u00e5 l\u00e6re av sine egne erfaringer og kunnskapen som deles av andre, kan ShELL-systemer l\u00e6re raskere, prestere bedre og v\u00e6re mer fleksible i m\u00f8te med motgang - p\u00e5 samme m\u00e5te som biologiske organismer.\u00a0<\/span><\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">Topp dataforskere fra hele verden sier at fremtiden for kunstig intelligens ligner p\u00e5 Star Trek\ud83d\udd96\ud83e\udd16\ud83e\udd16<\/p>\n<p>Dr. <a href=\"https:\/\/twitter.com\/asoltoggio?ref_src=twsrc%5Etfw\">@asoltoggio<\/a> og eksperter fra blant annet <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> deler sin \"Collective AI\"-visjon i en ny <a href=\"https:\/\/twitter.com\/NatMachIntell?ref_src=twsrc%5Etfw\">@NatMachIntell<\/a> papir.<\/p>\n<p>Les: <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>- Loughborough University PR (@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;\">Dr. Andrea Soltoggio ved Loughborough University, studiens ledende forsker, <\/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;\">beskrev studiens visjon<\/span><\/a><span style=\"font-weight: 400;\">: \"\u00d8yeblikkelig kunnskapsdeling p\u00e5 tvers av et kollektivt nettverk av AI-enheter som er i stand til \u00e5 l\u00e6re kontinuerlig og tilpasse seg nye data, vil gj\u00f8re det mulig \u00e5 reagere raskt p\u00e5 nye situasjoner, utfordringer eller trusler.\"\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Soltoggio fremhevet videre potensialet i desentralisert AI ved \u00e5 trekke en analogi til det menneskelige immunforsvaret, der flere komponenter samarbeider for \u00e5 sette opp et koordinert forsvar mot trusler.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\"Det kan ogs\u00e5 f\u00f8re til utvikling av katastroferoboter som raskt kan tilpasse seg forholdene de blir sendt ut i, eller persontilpassede medisinske agenter som forbedrer helseresultatene ved \u00e5 kombinere banebrytende medisinsk kunnskap med pasientspesifikk informasjon\", forklarer Soltoggio.\u00a0<\/span><\/p>\n<p>Flere potensielle bruksomr\u00e5der i den virkelige verden nevnes i studien:<\/p>\n<ol class=\"list-decimal pl-8 space-y-2 -mt-1\">\n<li class=\"whitespace-normal break-words\"><strong>Utforskning av verdensrommet<\/strong>: ShELLs desentraliserte l\u00e6rings- og tilpasningsevne kan v\u00e6re verdifull i oppdrag i verdensrommet der kommunikasjonen med jorden er begrenset og autonome systemer m\u00e5 takle uventede utfordringer.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Persontilpasset medisin<\/strong>: ShELL kan drive distribuerte medisinske AI-systemer som kontinuerlig tilpasser seg pasientens behov og medisinsk kunnskap, noe som gj\u00f8r det mulig \u00e5 levere mer m\u00e5lrettede og effektive helsetjenester.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Cybersikkerhet<\/strong>: ShELL-agentenes kollektive l\u00e6ring og kunnskapsdeling kan utnyttes til \u00e5 skape desentraliserte forsvarssystemer som raskt oppdager og sprer informasjon om nye trusler, noe som gj\u00f8r det mulig \u00e5 reagere raskere og mer robust p\u00e5 cyberangrep.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Katastrofeberedskap<\/strong>: I artikkelen foresl\u00e5s det at ShELL-systemer kan brukes til \u00e5 koordinere autonome agenter i katastrofescenarioer, noe som muliggj\u00f8r en mer effektiv responsinnsats ved \u00e5 utnytte gruppens kollektive intelligens.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Multi-agent sensing<\/strong>: ShELL kan gj\u00f8re det mulig \u00e5 koordinere svermer av agenter for \u00e5 konstruere 3D-verdensmodeller for oppgaver som s\u00f8k- og redningsoperasjoner eller deteksjon av uregelmessigheter i milit\u00e6r rekognosering.<\/li>\n<\/ol>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">Her er en mulig id\u00e9 for \u00e5 bygge et demokrati med mange AI-er, mangfold og robusthet kontra en h\u00e5ndfull store enheter som kontrollerer det 21. \u00e5rhundrets kraftigste teknologi <a href=\"https:\/\/t.co\/Eg7R9X4WEp\">https:\/\/t.co\/Eg7R9X4WEp<\/a> Noen som vil ha?<\/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;\">Til tross for lovende bruksomr\u00e5der er forskerne oppmerksomme p\u00e5 de potensielle risikoene ved kollektive AI-systemer, for eksempel rask spredning av feilaktig, utrygg eller uetisk kunnskap mellom enhetene.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For \u00e5 bekjempe dette foresl\u00e5r de \u00e5 fremme autonomi for hver AI-enhet i kollektivet, slik at man sikrer en balanse mellom samarbeid og uavhengighet.\u00a0<\/span><\/p>\n<h2>\u00c5 bygge kollektiv AI<\/h2>\n<p><span style=\"font-weight: 400;\">S\u00e5 hvordan kan kollektiv AI fungere? Forskerne foresl\u00e5r flere potensielle mekanismer:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Livslang maskinl\u00e6ring<\/b><span style=\"font-weight: 400;\">: Gj\u00f8r det mulig for AI-agenter \u00e5 l\u00e6re flere oppgaver trinnvis uten \u00e5 lide av katastrofal glemsel. Teknikker omfatter avspillingsmetoder (lagring og avspilling av tidligere erfaringer), regularisering (begrensning av modelloppdateringer for \u00e5 hindre overskriving av gammel kunnskap) og parameterisolasjon (\u00e5 dedikere separate modellkomponenter til ulike oppgaver).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>F\u00f8derert l\u00e6ring:<\/b><span style=\"font-weight: 400;\"> Et distribuert l\u00e6ringsparadigme der flere agenter samarbeider om \u00e5 trene opp en modell, samtidig som dataene deres holdes lokalisert. Hver agent beregner modelloppdateringer basert p\u00e5 sine lokale data og deler bare disse oppdateringene med de andre, slik at personvernet ivaretas.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Multi-agent-systemer<\/b><span style=\"font-weight: 400;\">: Studie av autonome agenter som samhandler i et felles milj\u00f8. ShELL-agenter opererer desentralisert og tar beslutninger basert p\u00e5 sine individuelle m\u00e5l og kunnskaper.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Edge computing<\/b><span style=\"font-weight: 400;\">: Beregninger og datalagring utf\u00f8res i n\u00e6rheten av datakildene, for eksempel p\u00e5 enheter eller edge-servere, i stedet for i sentraliserte skysystemer. ShELL-agenter opererer p\u00e5 edge-enheter, noe som muliggj\u00f8r behandling med lav latenstid og reduserer kommunikasjonskostnadene.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">Kollektiv AI bygger p\u00e5 nyere futuristisk utvikling innen AI, som for eksempel <a href=\"https:\/\/dailyai.com\/nb\/2023\/08\/the-evolution-of-bio-inspired-ai-developments-and-future-direction\/\">bioinspirert kunstig intelligens<\/a> arkitekturer som effektivt simulerer analoge synaptiske strukturer og AI-modeller som kj\u00f8rer p\u00e5 <a href=\"https:\/\/dailyai.com\/nb\/2023\/12\/researchers-perform-ai-speech-recognition-with-human-brain-cells\/\">ekte hjerneceller<\/a>.<\/span><\/p>\n<p>Interessen for desentralisert kunstig intelligens er \u00f8kende, noe som indikeres av <a href=\"https:\/\/dailyai.com\/nb\/2024\/03\/stability-ai-ceo-emad-mostaque-steps-down-from-his-role-and-company-board\/\">nylig avgang<\/a> av Stability AIs administrerende direkt\u00f8r Emad Mostaque. Han sluttet for \u00e5 forf\u00f8lge desentraliserte prosjekter som s\u00f8ker \u00e5 spre AI-kraft fra Big Tech.<\/p>\n<p><span style=\"font-weight: 400;\">I tillegg har en oppstartsbedrift, Sakana, grunnlagt av tidligere Google-ingeni\u00f8rer, nylig <\/span><a href=\"https:\/\/dailyai.com\/nb\/2024\/01\/sakana-a-tokyo-based-startup-raises-30-million-for-bio-inspired-swarm-ai\/\"><span style=\"font-weight: 400;\">samlet inn $30 millioner til \"sverm\"-AI<\/span><\/a>,<span style=\"font-weight: 400;\"> konseptuelt likt det som foresl\u00e5s i denne nye studien.\u00a0<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Forskere fra Loughborough University, MIT og Yale har introdusert konseptet \"Collective AI\".  I en perspektivartikkel publisert i Nature Machine Intelligence foresl\u00e5r forskerne Shared Experience Lifelong Learning (ShELL) som et rammeverk for \u00e5 skape desentraliserte AI-systemer som best\u00e5r av flere uavhengige agenter, eller \"Collective AI\". Disse individuelle AI-enhetene fungerer som et \"bikubesinn\", og de l\u00e6rer kontinuerlig og deler kunnskap gjennom hele livet, noe som utfordrer sentraliserte monolittiske arkitekturer.  Hvis den kollektive AI-en utvikles, kan den speile evnene til Star Treks \"The Borg\" og en rekke andre sci-fi-konsepter som \"The Get\" fra Mass Effect eller \"The Replicators\" fra 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 AI.\u2019\u00a0\" \/>\n<meta name=\"robots\" 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