{"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\/da\/2024\/03\/researchers-propose-methods-for-building-interconnected-collective-ai\/","title":{"rendered":"Forskere foresl\u00e5r metoder til at opbygge sammenkoblet \"kollektiv AI\""},"content":{"rendered":"<p><b>Forskere fra Loughborough University, MIT og Yale har introduceret begrebet 'kollektiv AI'.\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Dokumentere deres ideer i et perspektiv <a href=\"https:\/\/www.nature.com\/articles\/s42256-024-00800-2\" target=\"_blank\" rel=\"noopener\">papir<\/a> offentliggjort i Nature Machine Intelligence, foresl\u00e5r forskerne<\/span><span style=\"font-weight: 400;\"> ShELL (Shared Experience Lifelong Learning) som en ramme for at skabe decentrale AI-systemer best\u00e5ende af flere uafh\u00e6ngige agenter, eller \"Collective AI\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Disse individuelle AI-enheder arbejder som en \"bikube\" og l\u00e6rer l\u00f8bende og deler viden i hele deres levetid, hvilket udfordrer centraliserede monolitiske arkitekturer.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Hvis den udvikles, kan kollektiv AI afspejle evnerne hos Star Treks \"The Borg\" og mange andre sci-fi-koncepter som \"The Get\" fra Mass Effect eller \"The Replicators\" fra Stargate SG-1.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ved at g\u00f8re det muligt for agenter at l\u00e6re af deres egne erfaringer og den viden, som andre deler, kan ShELL-systemer udvise hurtigere l\u00e6ring, bedre ydeevne og st\u00f8rre fleksibilitet i forhold til modgang - i lighed med biologiske organismer.\u00a0<\/span><\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">Topcomputerforskere fra hele verden siger, at fremtiden for kunstig intelligens ligner den i Star Trek\ud83d\udd96\ud83e\udd16.<\/p>\n<p>Dr. <a href=\"https:\/\/twitter.com\/asoltoggio?ref_src=twsrc%5Etfw\">@asoltoggio<\/a> og eksperter fra bl.a. <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 deres 'Collective AI'-vision i en ny <a href=\"https:\/\/twitter.com\/NatMachIntell?ref_src=twsrc%5Etfw\">@NatMachIntell<\/a> papir.<\/p>\n<p>L\u00e6s: <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. marts 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 fra Loughborough University, unders\u00f8gelsens 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 studiets vision<\/span><\/a><span style=\"font-weight: 400;\">: \"\u00d8jeblikkelig videndeling p\u00e5 tv\u00e6rs af et kollektivt netv\u00e6rk af AI-enheder, der er i stand til l\u00f8bende at l\u00e6re og tilpasse sig nye data, vil muligg\u00f8re hurtige reaktioner p\u00e5 nye situationer, udfordringer eller trusler.\"\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Soltoggio fremh\u00e6vede yderligere potentialet i decentraliseret AI ved at drage en analogi til det menneskelige immunsystem, hvor flere komponenter arbejder sammen om at skabe et koordineret forsvar mod trusler.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\"Det kan ogs\u00e5 f\u00f8re til udvikling af robotter til katastrofeberedskab, der hurtigt kan tilpasse sig de forhold, de sendes ud i, eller personaliserede medicinske agenter, der forbedrer sundhedsresultaterne ved at kombinere avanceret medicinsk viden med patientspecifik information\", forklarer Soltoggio.\u00a0<\/span><\/p>\n<p>Flere potentielle anvendelser i den virkelige verden n\u00e6vnes i unders\u00f8gelsen:<\/p>\n<ol class=\"list-decimal pl-8 space-y-2 -mt-1\">\n<li class=\"whitespace-normal break-words\"><strong>Udforskning af rummet<\/strong>: ShELLs decentrale l\u00e6rings- og tilpasningsevne kan v\u00e6re v\u00e6rdifuld i missioner i det ydre rum, hvor kommunikationen med Jorden er begr\u00e6nset, og hvor autonome systemer skal kunne klare uventede udfordringer.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Personlig medicin<\/strong>: ShELL kan drive distribuerede medicinske AI-systemer, der l\u00f8bende tilpasser sig patienternes behov og den medicinske viden, hvilket giver mulighed for mere m\u00e5lrettet og effektiv levering af sundhedsydelser.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Cybersikkerhed<\/strong>: ShELL-agenternes kollektive l\u00e6ring og vidensdeling kan udnyttes til at skabe decentrale forsvarssystemer, der hurtigt opdager og spreder information om nye trusler, hvilket giver mulighed for hurtigere og mere robuste reaktioner p\u00e5 cyberangreb.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Reaktion p\u00e5 katastrofer<\/strong>: Artiklen foresl\u00e5r, at ShELL-systemer kan bruges til at koordinere autonome agenter i katastrofescenarier, hvilket muligg\u00f8r en mere effektiv indsats ved at udnytte gruppens kollektive intelligens.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Multi-agent sensing<\/strong>: ShELL kan g\u00f8re det muligt at koordinere sv\u00e6rme af agenter til at konstruere 3D-verdensmodeller til opgaver som efters\u00f8gnings- og redningsoperationer eller detektering af anomalier i milit\u00e6r rekognoscering.<\/li>\n<\/ol>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">Her er en mulig id\u00e9 til at opbygge et demokrati med mange AI'er, mangfoldighed og modstandsdygtighed i forhold til en h\u00e5ndfuld store enheder, der kontrollerer det 21. \u00e5rhundredes mest kraftfulde teknologi. <a href=\"https:\/\/t.co\/Eg7R9X4WEp\">https:\/\/t.co\/Eg7R9X4WEp<\/a> Er der nogen, der vil v\u00e6re med?<\/p>\n<p>- Andrea Soltoggio (@asoltoggio) <a href=\"https:\/\/twitter.com\/asoltoggio\/status\/1771307114289336679?ref_src=twsrc%5Etfw\">22. marts 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;\">P\u00e5 trods af lovende anvendelser er forskerne opm\u00e6rksomme p\u00e5 de potentielle risici ved kollektive AI-systemer, s\u00e5som hurtig spredning af forkert, usikker eller uetisk viden mellem enhederne.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For at bek\u00e6mpe det foresl\u00e5r de at fremme hver enkelt AI-enheds autonomi inden for kollektivet og sikre en balance mellem samarbejde og uafh\u00e6ngighed.\u00a0<\/span><\/p>\n<h2>Opbygning af kollektiv AI<\/h2>\n<p><span style=\"font-weight: 400;\">S\u00e5 hvordan kan kollektiv AI fungere? Forskerne foresl\u00e5r flere potentielle mekanismer:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Livslang maskinl\u00e6ring<\/b><span style=\"font-weight: 400;\">: G\u00f8r det muligt for AI-agenter at l\u00e6re flere opgaver trinvist uden at lide under katastrofal glemsel. Teknikkerne omfatter afspilningsmetoder (lagring og afspilning af tidligere erfaringer), regularisering (begr\u00e6nsning af modelopdateringer for at forhindre overskrivning af gammel viden) og parameterisolering (dedikation af separate modelkomponenter til forskellige opgaver).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>F\u00f8dereret l\u00e6ring:<\/b><span style=\"font-weight: 400;\"> Et distribueret l\u00e6ringsparadigme, hvor flere agenter i f\u00e6llesskab tr\u00e6ner en model, mens de holder deres data lokaliseret. Hver agent beregner modelopdateringer baseret p\u00e5 sine lokale data og deler kun disse opdateringer med andre, s\u00e5 datafortroligheden bevares.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Multi-agent systemer<\/b><span style=\"font-weight: 400;\">: Unders\u00f8gelse af autonome agenter, der interagerer i et f\u00e6lles milj\u00f8. ShELL-agenter arbejder decentralt og tr\u00e6ffer beslutninger baseret p\u00e5 deres individuelle m\u00e5l og viden.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Edge computing<\/b><span style=\"font-weight: 400;\">: Udf\u00f8relse af beregninger og datalagring t\u00e6t p\u00e5 datakilderne, f.eks. p\u00e5 enheder eller edge-servere, i stedet for i centraliserede cloud-systemer. ShELL-agenter arbejder p\u00e5 edge-enheder, hvilket muligg\u00f8r behandling med lav latenstid og reducerer kommunikationsomkostningerne.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">Kollektiv AI bygger p\u00e5 de seneste futuristiske udviklinger inden for AI, som f.eks. <a href=\"https:\/\/dailyai.com\/da\/2023\/08\/the-evolution-of-bio-inspired-ai-developments-and-future-direction\/\">bio-inspireret AI<\/a> arkitekturer, der effektivt simulerer analoge synaptiske strukturer, og AI-modeller, der k\u00f8rer p\u00e5 <a href=\"https:\/\/dailyai.com\/da\/2023\/12\/researchers-perform-ai-speech-recognition-with-human-brain-cells\/\">rigtige hjerneceller<\/a>.<\/span><\/p>\n<p>Interessen for decentral AI i sig selv vokser, som det fremg\u00e5r af <a href=\"https:\/\/dailyai.com\/da\/2024\/03\/stability-ai-ceo-emad-mostaque-steps-down-from-his-role-and-company-board\/\">Nylig opsigelse<\/a> af Stability AI's CEO Emad Mostaque. Han forlod virksomheden for at forf\u00f8lge decentrale projekter, der s\u00f8ger at sprede AI-kraft fra Big Tech.<\/p>\n<p><span style=\"font-weight: 400;\">Derudover har en startup, Sakana, grundlagt af tidligere Google-ingeni\u00f8rer, for nylig <\/span><a href=\"https:\/\/dailyai.com\/da\/2024\/01\/sakana-a-tokyo-based-startup-raises-30-million-for-bio-inspired-swarm-ai\/\"><span style=\"font-weight: 400;\">rejste $30 millioner til \"sv\u00e6rm\"-AI<\/span><\/a>,<span style=\"font-weight: 400;\"> konceptuelt ligner det, der foresl\u00e5s i denne nye unders\u00f8gelse.\u00a0<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Forskere fra Loughborough University, MIT og Yale har introduceret begrebet \"Collective AI\".  Forskerne dokumenterer deres ideer i et perspektivpapir, der er offentliggjort i Nature Machine Intelligence, og foresl\u00e5r Shared Experience Lifelong Learning (ShELL) som en ramme for at skabe decentraliserede AI-systemer, der best\u00e5r af flere uafh\u00e6ngige agenter eller \"Collective AI\". Disse individuelle AI-enheder arbejder som en \"bikube\" og l\u00e6rer l\u00f8bende og deler viden i hele deres levetid, hvilket udfordrer centraliserede monolitiske arkitekturer.  Hvis den kollektive AI udvikles, kan den spejle evnerne i Star Treks \"The Borg\" og mange andre sci-fi-koncepter 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\" content=\"index, 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