{"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\/es\/2024\/03\/researchers-propose-methods-for-building-interconnected-collective-ai\/","title":{"rendered":"Los investigadores proponen m\u00e9todos para construir una \"IA colectiva\" interconectada"},"content":{"rendered":"<p><b>Investigadores de la Universidad de Loughborough, el MIT y Yale han introducido el concepto de \"IA colectiva\".\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Documentar sus ideas en una perspectiva <a href=\"https:\/\/www.nature.com\/articles\/s42256-024-00800-2\" target=\"_blank\" rel=\"noopener\">papel<\/a> publicado en Nature Machine Intelligence, los investigadores proponen<\/span><span style=\"font-weight: 400;\"> Shared Experience Lifelong Learning (ShELL) como marco para crear sistemas de IA descentralizados compuestos por m\u00faltiples agentes independientes, o \"IA colectiva\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Trabajando como una \"mente de colmena\", estas unidades individuales de IA aprenden y comparten conocimientos continuamente a lo largo de su vida, desafiando a las arquitecturas monol\u00edticas centralizadas.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Si se desarrolla, la IA Colectiva podr\u00eda reflejar las habilidades de \"Los Borg\" de Star Trek y otros numerosos conceptos de ciencia ficci\u00f3n como \"El Obtenido\" de Mass Effect o \"Los Replicantes\" de Stargate SG-1.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Al permitir a los agentes aprender de sus propias experiencias y de los conocimientos compartidos por otros, los sistemas ShELL pueden mostrar un aprendizaje m\u00e1s r\u00e1pido, un mejor rendimiento y una mayor flexibilidad ante la adversidad, de forma similar a los organismos biol\u00f3gicos.\u00a0<\/span><\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">Los mejores inform\u00e1ticos del mundo afirman que el futuro de la inteligencia artificial es similar al de Star Trek\ud83d\udd96\ud83e\udd16<\/p>\n<p>Dr <a href=\"https:\/\/twitter.com\/asoltoggio?ref_src=twsrc%5Etfw\">@asoltoggio<\/a> y expertos de la talla de <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> comparten su visi\u00f3n de la \"IA colectiva\" en un nuevo <a href=\"https:\/\/twitter.com\/NatMachIntell?ref_src=twsrc%5Etfw\">@NatMachIntell<\/a> papel.<\/p>\n<p>Lee: <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>- Relaciones p\u00fablicas de la Universidad de Loughborough (@LboroPR) <a href=\"https:\/\/twitter.com\/LboroPR\/status\/1771215239612088476?ref_src=twsrc%5Etfw\">22 de marzo de 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;\">El Dr. Andrea Soltoggio, de la Universidad de Loughborough, investigador principal del estudio, <\/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;\">describi\u00f3 la visi\u00f3n del estudio<\/span><\/a><span style=\"font-weight: 400;\">: \"El intercambio instant\u00e1neo de conocimientos a trav\u00e9s de una red colectiva de unidades de IA capaces de aprender y adaptarse continuamente a nuevos datos permitir\u00e1 dar respuestas r\u00e1pidas a situaciones, retos o amenazas novedosos.\"\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Soltoggio destac\u00f3 adem\u00e1s el potencial de la IA descentralizada estableciendo una analog\u00eda con el sistema inmunitario humano, en el que m\u00faltiples componentes trabajan juntos para montar una defensa coordinada contra las amenazas.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\"Tambi\u00e9n podr\u00eda conducir al desarrollo de robots de respuesta ante cat\u00e1strofes capaces de adaptarse r\u00e1pidamente a las condiciones en las que son enviados, o de agentes m\u00e9dicos personalizados que mejoren los resultados sanitarios fusionando los conocimientos m\u00e9dicos m\u00e1s avanzados con la informaci\u00f3n espec\u00edfica del paciente\", explic\u00f3 Soltoggio.\u00a0<\/span><\/p>\n<p>En el estudio se mencionan varios usos potenciales en el mundo real:<\/p>\n<ol class=\"list-decimal pl-8 space-y-2 -mt-1\">\n<li class=\"whitespace-normal break-words\"><strong>Exploraci\u00f3n espacial<\/strong>: Las capacidades descentralizadas de aprendizaje y adaptaci\u00f3n de ShELL podr\u00edan ser valiosas en misiones al espacio profundo, donde la comunicaci\u00f3n con la Tierra es limitada y los sistemas aut\u00f3nomos tienen que hacer frente a retos inesperados.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Medicina personalizada<\/strong>: ShELL podr\u00eda impulsar sistemas de IA m\u00e9dica distribuida que se adapten continuamente a la evoluci\u00f3n de las necesidades de los pacientes y de los conocimientos m\u00e9dicos, permitiendo una prestaci\u00f3n sanitaria m\u00e1s espec\u00edfica y eficaz.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Ciberseguridad<\/strong>: El aprendizaje colectivo y el intercambio de conocimientos de los agentes ShELL podr\u00edan aprovecharse para crear sistemas defensivos descentralizados que detecten y difundan r\u00e1pidamente informaci\u00f3n sobre nuevas amenazas, lo que permitir\u00eda dar respuestas m\u00e1s r\u00e1pidas y contundentes a los ciberataques.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Respuesta ante cat\u00e1strofes<\/strong>: El art\u00edculo sugiere que los sistemas ShELL podr\u00edan utilizarse para coordinar agentes aut\u00f3nomos en situaciones de cat\u00e1strofe, lo que permitir\u00eda una respuesta m\u00e1s eficiente y eficaz al aprovechar la inteligencia colectiva del grupo.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Detecci\u00f3n multiagente<\/strong>: ShELL podr\u00eda permitir la coordinaci\u00f3n de enjambres de agentes para construir modelos tridimensionales del mundo en tareas como operaciones de b\u00fasqueda y rescate o detecci\u00f3n de anomal\u00edas en reconocimiento militar.<\/li>\n<\/ol>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">He aqu\u00ed una posible idea para construir una democracia de muchas IA, diversidad y resistencia frente a un pu\u00f1ado de grandes entidades que controlan la tecnolog\u00eda m\u00e1s poderosa del siglo XXI <a href=\"https:\/\/t.co\/Eg7R9X4WEp\">https:\/\/t.co\/Eg7R9X4WEp<\/a> \u00bfAlg\u00fan interesado?<\/p>\n<p>- Andrea Soltoggio (@asoltoggio) <a href=\"https:\/\/twitter.com\/asoltoggio\/status\/1771307114289336679?ref_src=twsrc%5Etfw\">22 de marzo de 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;\">A pesar de sus prometedores usos, los investigadores son conscientes de los riesgos potenciales de los sistemas colectivos de IA, como la r\u00e1pida difusi\u00f3n de conocimientos incorrectos, inseguros o poco \u00e9ticos entre las unidades.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Para combatirlo, sugieren fomentar la autonom\u00eda de cada unidad de IA dentro del colectivo, garantizando un equilibrio entre cooperaci\u00f3n e independencia.\u00a0<\/span><\/p>\n<h2>Construir una IA colectiva<\/h2>\n<p><span style=\"font-weight: 400;\">\u00bfC\u00f3mo puede funcionar la IA colectiva? Los investigadores proponen varios mecanismos posibles:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Aprendizaje autom\u00e1tico permanente<\/b><span style=\"font-weight: 400;\">: Permite a los agentes de IA aprender m\u00faltiples tareas de forma incremental sin sufrir olvidos catastr\u00f3ficos. Las t\u00e9cnicas incluyen m\u00e9todos de repetici\u00f3n (almacenar y reproducir experiencias anteriores), regularizaci\u00f3n (limitar las actualizaciones del modelo para evitar sobrescribir conocimientos antiguos) y aislamiento de par\u00e1metros (dedicar componentes separados del modelo a tareas diferentes).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Aprendizaje federado:<\/b><span style=\"font-weight: 400;\"> Un paradigma de aprendizaje distribuido en el que varios agentes entrenan en colaboraci\u00f3n un modelo manteniendo sus datos localizados. Cada agente calcula las actualizaciones del modelo bas\u00e1ndose en sus datos locales y solo comparte estas actualizaciones con los dem\u00e1s, preservando la privacidad de los datos.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Sistemas multiagente<\/b><span style=\"font-weight: 400;\">: Estudio de agentes aut\u00f3nomos que interact\u00faan en un entorno compartido. Los agentes ShELL operan de forma descentralizada, tomando decisiones basadas en sus objetivos y conocimientos individuales.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Computaci\u00f3n de borde<\/b><span style=\"font-weight: 400;\">: Realizaci\u00f3n de c\u00e1lculos y almacenamiento de datos cerca de las fuentes de datos, como en dispositivos o servidores perif\u00e9ricos, en lugar de en sistemas centralizados en la nube. Los agentes ShELL operan en dispositivos perif\u00e9ricos, lo que permite un procesamiento de baja latencia y reduce los costes de comunicaci\u00f3n.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">La IA colectiva se basa en recientes avances futuristas de la IA, como <a href=\"https:\/\/dailyai.com\/es\/2023\/08\/the-evolution-of-bio-inspired-ai-developments-and-future-direction\/\">IA bioinspirada<\/a> arquitecturas que simulen eficazmente estructuras sin\u00e1pticas anal\u00f3gicas y modelos de IA que se ejecuten en <a href=\"https:\/\/dailyai.com\/es\/2023\/12\/researchers-perform-ai-speech-recognition-with-human-brain-cells\/\">c\u00e9lulas cerebrales reales<\/a>.<\/span><\/p>\n<p>El propio inter\u00e9s por la IA descentralizada est\u00e1 creciendo, como indica el <a href=\"https:\/\/dailyai.com\/es\/2024\/03\/stability-ai-ceo-emad-mostaque-steps-down-from-his-role-and-company-board\/\">reciente dimisi\u00f3n<\/a> del CEO de Stability AI, Emad Mostaque. Se march\u00f3 para dedicarse a proyectos descentralizados que buscan difundir el poder de la IA de Big Tech.<\/p>\n<p><span style=\"font-weight: 400;\">Adem\u00e1s, una empresa emergente, Sakana, fundada por ex ingenieros de Google, acaba de publicar <\/span><a href=\"https:\/\/dailyai.com\/es\/2024\/01\/sakana-a-tokyo-based-startup-raises-30-million-for-bio-inspired-swarm-ai\/\"><span style=\"font-weight: 400;\">recaud\u00f3 $30 millones para la IA de \"enjambre\".<\/span><\/a>,<span style=\"font-weight: 400;\"> conceptualmente similar a lo que se propone en este nuevo estudio.\u00a0<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Investigadores de la Universidad de Loughborough, el MIT y Yale han introducido el concepto de \"IA colectiva\".  Documentando sus ideas en un art\u00edculo de perspectiva publicado en Nature Machine Intelligence, los investigadores proponen el Aprendizaje Permanente de Experiencias Compartidas (ShELL) como marco para crear sistemas de IA descentralizados compuestos por m\u00faltiples agentes independientes, o \"IA Colectiva\". Trabajando como una \"mente de colmena\", estas unidades individuales de IA aprenden y comparten conocimientos continuamente a lo largo de su vida, desafiando a las arquitecturas monol\u00edticas centralizadas.  Si se desarrolla, la IA colectiva podr\u00eda reflejar las capacidades de los Borg de Star Trek y otros muchos conceptos de ciencia ficci\u00f3n como \"The Get\" de Mass Effect o \"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 AI.\u2019\u00a0\" \/>\n<meta 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