{"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\/sv\/2024\/03\/researchers-propose-methods-for-building-interconnected-collective-ai\/","title":{"rendered":"Forskare f\u00f6resl\u00e5r metoder f\u00f6r att bygga upp sammankopplad \"kollektiv AI\""},"content":{"rendered":"<p><b>Forskare fr\u00e5n Loughborough University, MIT och Yale har introducerat konceptet \"Collective AI\".\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Dokumentera sina id\u00e9er i ett perspektiv <a href=\"https:\/\/www.nature.com\/articles\/s42256-024-00800-2\" target=\"_blank\" rel=\"noopener\">papper<\/a> publicerad i Nature Machine Intelligence, f\u00f6resl\u00e5r forskare<\/span><span style=\"font-weight: 400;\"> ShELL (Shared Experience Lifelong Learning) som ett ramverk f\u00f6r att skapa decentraliserade AI-system som best\u00e5r av flera oberoende agenter, eller \"Collective AI\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dessa individuella AI-enheter fungerar som en \"bikupa\" och l\u00e4r sig kontinuerligt och delar med sig av kunskap under hela sin livstid, vilket utmanar centraliserade monolitiska arkitekturer.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Om Collective AI utvecklas kan det spegla f\u00f6rm\u00e5gorna hos Star Treks \"The Borg\" och m\u00e5nga andra sci-fi-koncept som \"The Get\" fr\u00e5n Mass Effect eller \"The Replicators\" fr\u00e5n Stargate SG-1.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Genom att g\u00f6ra det m\u00f6jligt f\u00f6r agenter att l\u00e4ra sig av sina egna erfarenheter och den kunskap som delas av andra, kan ShELL-system uppvisa snabbare inl\u00e4rning, f\u00f6rb\u00e4ttrad prestanda och st\u00f6rre flexibilitet i motg\u00e5ngar - i likhet med biologiska organismer.\u00a0<\/span><\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">Toppdatorforskare fr\u00e5n hela v\u00e4rlden s\u00e4ger att framtiden f\u00f6r artificiell intelligens liknar den i Star Trek\ud83d\udd96\ud83e\udd16<\/p>\n<p>Dr <a href=\"https:\/\/twitter.com\/asoltoggio?ref_src=twsrc%5Etfw\">@asoltoggio<\/a> och experter fr\u00e5n bland annat <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> delar med sig av sin vision om \"Collective AI\" i en ny <a href=\"https:\/\/twitter.com\/NatMachIntell?ref_src=twsrc%5Etfw\">@NatMachIntell<\/a> papper.<\/p>\n<p>L\u00e4s: <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>- PR f\u00f6r Loughborough University (@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 vid Loughborough University, studiens huvudforskare, <\/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 vision<\/span><\/a><span style=\"font-weight: 400;\">: \"Omedelbar kunskapsdelning i ett kollektivt n\u00e4tverk av AI-enheter som kontinuerligt kan l\u00e4ra sig och anpassa sig till nya data kommer att m\u00f6jligg\u00f6ra snabba reaktioner p\u00e5 nya situationer, utmaningar eller hot.\"\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Soltoggio lyfte vidare fram potentialen i decentraliserad AI genom att dra en parallell till m\u00e4nniskans immunsystem, d\u00e4r flera komponenter arbetar tillsammans f\u00f6r att skapa ett samordnat f\u00f6rsvar mot hot.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\"Det skulle ocks\u00e5 kunna leda till utveckling av robotar f\u00f6r katastrofinsatser som snabbt kan anpassa sig till de f\u00f6rh\u00e5llanden de skickas ut i, eller individanpassade medicinska medel som f\u00f6rb\u00e4ttrar h\u00e4lsoresultaten genom att kombinera banbrytande medicinsk kunskap med patientspecifik information\", f\u00f6rklarar Soltoggio.\u00a0<\/span><\/p>\n<p>I studien n\u00e4mns flera potentiella anv\u00e4ndningsomr\u00e5den i den verkliga v\u00e4rlden:<\/p>\n<ol class=\"list-decimal pl-8 space-y-2 -mt-1\">\n<li class=\"whitespace-normal break-words\"><strong>Utforskning av rymden<\/strong>: ShELLs decentraliserade inl\u00e4rnings- och anpassningsf\u00f6rm\u00e5ga kan vara v\u00e4rdefull vid uppdrag i rymden d\u00e4r kommunikationen med jorden \u00e4r begr\u00e4nsad och autonoma system m\u00e5ste klara av ov\u00e4ntade utmaningar.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Personanpassad medicin<\/strong>: ShELL kan driva distribuerade medicinska AI-system som kontinuerligt anpassar sig till patienternas behov och medicinsk kunskap, vilket m\u00f6jligg\u00f6r en mer m\u00e5linriktad och effektiv v\u00e5rd.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Cybers\u00e4kerhet<\/strong>: ShELL-agenternas kollektiva l\u00e4rande och kunskapsdelning kan utnyttjas f\u00f6r att skapa decentraliserade f\u00f6rsvarssystem som snabbt uppt\u00e4cker och sprider information om nya hot, vilket m\u00f6jligg\u00f6r snabbare och mer robusta svar p\u00e5 cyberattacker.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Insatser vid katastrofer<\/strong>: I artikeln f\u00f6resl\u00e5s att ShELL-system kan anv\u00e4ndas f\u00f6r att samordna autonoma agenter i katastrofscenarier, vilket m\u00f6jligg\u00f6r effektivare och mer \u00e4ndam\u00e5lsenliga insatser genom att utnyttja gruppens kollektiva intelligens.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Avk\u00e4nning med flera agenter<\/strong>: ShELL kan m\u00f6jligg\u00f6ra samordning av sv\u00e4rmar av agenter f\u00f6r att konstruera 3D-v\u00e4rldsmodeller f\u00f6r uppgifter som s\u00f6k- och r\u00e4ddningsoperationer eller anomalidetektering vid milit\u00e4r spaning.<\/li>\n<\/ol>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">H\u00e4r \u00e4r en m\u00f6jlig id\u00e9 f\u00f6r att bygga en demokrati med m\u00e5nga AI, m\u00e5ngfald och motst\u00e5ndskraft j\u00e4mf\u00f6rt med en handfull stora enheter som kontrollerar den mest kraftfulla tekniken p\u00e5 2000-talet <a href=\"https:\/\/t.co\/Eg7R9X4WEp\">https:\/\/t.co\/Eg7R9X4WEp<\/a> N\u00e5gon som vill 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;\">Trots lovande anv\u00e4ndningsomr\u00e5den \u00e4r forskarna medvetna om de potentiella riskerna med kollektiva AI-system, till exempel att felaktig, os\u00e4ker eller oetisk kunskap snabbt sprids mellan enheterna.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">F\u00f6r att motverka detta f\u00f6resl\u00e5r de att man fr\u00e4mjar varje AI-enhets sj\u00e4lvst\u00e4ndighet inom kollektivet och s\u00e4kerst\u00e4ller en balans mellan samarbete och oberoende.\u00a0<\/span><\/p>\n<h2>Att bygga kollektiv AI<\/h2>\n<p><span style=\"font-weight: 400;\">S\u00e5 hur skulle Collective AI kunna fungera? Forskarna f\u00f6resl\u00e5r flera potentiella mekanismer:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Livsl\u00e5ng maskininl\u00e4rning<\/b><span style=\"font-weight: 400;\">: G\u00f6r det m\u00f6jligt f\u00f6r AI-agenter att l\u00e4ra sig flera uppgifter stegvis utan att drabbas av katastrofal gl\u00f6mska. Tekniker inkluderar uppspelningsmetoder (lagring och uppspelning av tidigare erfarenheter), regularisering (begr\u00e4nsning av modelluppdateringar f\u00f6r att f\u00f6rhindra att gammal kunskap skrivs \u00f6ver) och parameterisolering (dedikation av separata modellkomponenter f\u00f6r olika uppgifter).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Federerat l\u00e4rande:<\/b><span style=\"font-weight: 400;\"> Ett distribuerat inl\u00e4rningsparadigm d\u00e4r flera agenter tillsammans tr\u00e4nar en modell samtidigt som deras data h\u00e5lls lokaliserade. Varje agent ber\u00e4knar modelluppdateringar baserat p\u00e5 sina lokala data och delar endast dessa uppdateringar med andra, vilket bevarar datasekretessen.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Multi-agent system<\/b><span style=\"font-weight: 400;\">: Studie av autonoma agenter som interagerar i en delad milj\u00f6. ShELL-agenter arbetar p\u00e5 ett decentraliserat s\u00e4tt och fattar beslut baserat p\u00e5 sina individuella m\u00e5l och kunskaper.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Edge computing<\/b><span style=\"font-weight: 400;\">: Utf\u00f6ra ber\u00e4kningar och datalagring n\u00e4ra datak\u00e4llorna, t.ex. p\u00e5 enheter eller edge-servrar, snarare \u00e4n i centraliserade molnsystem. ShELL-agenter arbetar p\u00e5 edge-enheter, vilket m\u00f6jligg\u00f6r bearbetning med l\u00e5g latens och minskar kommunikationskostnaderna.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">Collective AI bygger p\u00e5 den senaste tidens futuristiska utveckling inom AI, till exempel <a href=\"https:\/\/dailyai.com\/sv\/2023\/08\/the-evolution-of-bio-inspired-ai-developments-and-future-direction\/\">bioinspirerad AI<\/a> arkitekturer som effektivt simulerar analoga synaptiska strukturer och AI-modeller som k\u00f6rs p\u00e5 <a href=\"https:\/\/dailyai.com\/sv\/2023\/12\/researchers-perform-ai-speech-recognition-with-human-brain-cells\/\">riktiga hj\u00e4rnceller<\/a>.<\/span><\/p>\n<p>Intresset f\u00f6r decentraliserad AI i sig v\u00e4xer, vilket framg\u00e5r av <a href=\"https:\/\/dailyai.com\/sv\/2024\/03\/stability-ai-ceo-emad-mostaque-steps-down-from-his-role-and-company-board\/\">nyligen avg\u00e5tt<\/a> av Stability AI:s VD Emad Mostaque. Han l\u00e4mnade f\u00f6r att driva decentraliserade projekt som syftar till att sprida AI-kraft fr\u00e5n Big Tech.<\/p>\n<p><span style=\"font-weight: 400;\">Dessutom har ett nystartat f\u00f6retag, Sakana, grundat av f\u00f6re detta Google-ingenj\u00f6rer, nyligen <\/span><a href=\"https:\/\/dailyai.com\/sv\/2024\/01\/sakana-a-tokyo-based-startup-raises-30-million-for-bio-inspired-swarm-ai\/\"><span style=\"font-weight: 400;\">tog in $30 miljoner f\u00f6r \"sv\u00e4rm\"-AI<\/span><\/a>,<span style=\"font-weight: 400;\"> konceptuellt liknar det som f\u00f6resl\u00e5s i denna nya studie.\u00a0<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Forskare fr\u00e5n Loughborough University, MIT och Yale har introducerat begreppet \"Collective AI\".  Forskarna dokumenterar sina id\u00e9er i ett perspektivdokument som publicerats i Nature Machine Intelligence och f\u00f6resl\u00e5r ShELL (Shared Experience Lifelong Learning) som ett ramverk f\u00f6r att skapa decentraliserade AI-system som best\u00e5r av flera oberoende agenter, eller \"Collective AI\". Dessa individuella AI-enheter fungerar som ett \"bikupesinne\" och l\u00e4r sig kontinuerligt och delar kunskap under hela sin livstid, vilket utmanar centraliserade monolitiska arkitekturer.  Om Collective AI utvecklas skulle det kunna spegla f\u00f6rm\u00e5gorna hos Star Treks \"The Borg\" och m\u00e5nga andra sci-fi-koncept som \"The Get\" fr\u00e5n Mass Effect eller \"The Replicators\" fr\u00e5n 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\" 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