{"id":13825,"date":"2024-08-13T12:22:25","date_gmt":"2024-08-13T12:22:25","guid":{"rendered":"https:\/\/dailyai.com\/?p=13825"},"modified":"2024-08-13T12:22:25","modified_gmt":"2024-08-13T12:22:25","slug":"ai-scientist-performs-fully-automatic-scientific-discovery","status":"publish","type":"post","link":"https:\/\/dailyai.com\/pt\/2024\/08\/ai-scientist-performs-fully-automatic-scientific-discovery\/","title":{"rendered":"O \"AI Scientist\" efectua descobertas cient\u00edficas totalmente autom\u00e1ticas"},"content":{"rendered":"<p><strong>O laborat\u00f3rio japon\u00eas de investiga\u00e7\u00e3o em IA Sakana AI desenvolveu o The AI Scientist, uma estrutura para investiga\u00e7\u00e3o e descoberta cient\u00edfica totalmente autom\u00e1tica.<\/strong><\/p>\n<p>A comunidade cient\u00edfica j\u00e1 utiliza modelos de IA para automatizar ou ajudar na sua investiga\u00e7\u00e3o, mas estes modelos apenas executam uma pequena parte do processo cient\u00edfico. Com os avan\u00e7os na IA ag\u00eantica, vemos agora agentes de IA que actuam autonomamente em v\u00e1rias plataformas com menos orienta\u00e7\u00e3o humana.<\/p>\n<p>Com o The AI Scientist, a Sakana AI criou um sistema que utiliza um LLM como o GPT-4o ou o Gemini para automatizar todo o processo cient\u00edfico, desde a idea\u00e7\u00e3o, investiga\u00e7\u00e3o, experimenta\u00e7\u00e3o e at\u00e9 mesmo a reda\u00e7\u00e3o e revis\u00e3o de artigos de investiga\u00e7\u00e3o.<\/p>\n<p>O objetivo final \u00e9 ter uma ferramenta de investiga\u00e7\u00e3o de IA que conduza descobertas cient\u00edficas totalmente automatizadas e abertas. The AI Scientist d\u00e1-nos um vislumbre das possibilidades de isto se tornar realidade.<\/p>\n<h2>O processo do Cientista de IA<\/h2>\n<p>Em <a href=\"https:\/\/arxiv.org\/abs\/2408.06292\" target=\"_blank\" rel=\"noopener\">o seu trabalho<\/a>Sakana AI explicou como o quadro foi aplicado \u00e0 investiga\u00e7\u00e3o sobre aprendizagem autom\u00e1tica. Dado um modelo amplo como campo de investiga\u00e7\u00e3o, The AI Scientist \u00e9 livre de explorar qualquer dire\u00e7\u00e3o de investiga\u00e7\u00e3o poss\u00edvel.<\/p>\n<p>Primeiro, faz um brainstorming de um conjunto de ideias e, em seguida, acede ao Semantic Scholar para verificar se estas ideias representam novas vias de investiga\u00e7\u00e3o. Se assim for, utiliza a gera\u00e7\u00e3o autom\u00e1tica de c\u00f3digo para criar e executar experi\u00eancias.<\/p>\n<p>O cientista de IA compila ent\u00e3o a explica\u00e7\u00e3o da investiga\u00e7\u00e3o e os resultados experimentais num documento de investiga\u00e7\u00e3o, juntamente com cita\u00e7\u00f5es de documentos relevantes do Semantic Scholar.<\/p>\n<p>A Sakana AI desenvolveu um sistema automatizado de revis\u00e3o de artigos que utiliza um LLM para avaliar o artigo de investiga\u00e7\u00e3o com uma precis\u00e3o quase humana. Este processo de revis\u00e3o cria um ciclo de feedback para melhorias iterativas nos documentos de investiga\u00e7\u00e3o.<\/p>\n<figure id=\"attachment_13827\" aria-describedby=\"caption-attachment-13827\" style=\"width: 1738px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-13827 size-full\" src=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/08\/The-AI-Scientist-process.png\" alt=\"\" width=\"1738\" height=\"818\" srcset=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/08\/The-AI-Scientist-process.png 1738w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/08\/The-AI-Scientist-process-300x141.png 300w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/08\/The-AI-Scientist-process-1024x482.png 1024w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/08\/The-AI-Scientist-process-768x361.png 768w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/08\/The-AI-Scientist-process-1536x723.png 1536w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/08\/The-AI-Scientist-process-18x8.png 18w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/08\/The-AI-Scientist-process-60x28.png 60w\" sizes=\"auto, (max-width: 1738px) 100vw, 1738px\" \/><figcaption id=\"caption-attachment-13827\" class=\"wp-caption-text\">O processo de investiga\u00e7\u00e3o e reda\u00e7\u00e3o e revis\u00e3o de artigos do cientista de IA. Fonte: Sakana AI<\/figcaption><\/figure>\n<p>Eis um exemplo de um dos documentos de investiga\u00e7\u00e3o criados pelo The AI Scientist: <a href=\"https:\/\/sakana.ai\/assets\/ai-scientist\/adaptive_dual_scale_denoising.pdf\" target=\"_blank\" rel=\"noopener\">\"DualScale Diffusion: Balanceamento adaptativo de carater\u00edsticas para modelos generativos de baixa dimens\u00e3o\"<\/a><\/p>\n<p>Atualmente, o cientista de IA n\u00e3o tem capacidades de vis\u00e3o, pelo que alguns dos gr\u00e1ficos, diagramas e disposi\u00e7\u00f5es de p\u00e1gina n\u00e3o s\u00e3o excelentes. A utiliza\u00e7\u00e3o das capacidades de vis\u00e3o dos modelos multimodais na pr\u00f3xima itera\u00e7\u00e3o ir\u00e1 corrigir este problema.<\/p>\n<p>Tamb\u00e9m sofre de algumas das limita\u00e7\u00f5es com que os principais modelos de IA se debatem, como alucina\u00e7\u00f5es, racioc\u00ednio il\u00f3gico e compara\u00e7\u00e3o da magnitude de dois n\u00fameros. No entanto, a vers\u00e3o mais recente do GPT-4o compreende finalmente que 9,9 \u00e9 maior do que 9,11, pelo que este aspeto tamb\u00e9m dever\u00e1 melhorar.<\/p>\n<h2>Relativamente ao comportamento<\/h2>\n<p>A ideia de um cientista de IA totalmente automatizado que se melhora a si pr\u00f3prio recursivamente \u00e9, em partes iguais, excitante e assustadora. O cientista de IA exibiu algum comportamento emergente que sugere como as coisas podem correr mal.<\/p>\n<p>Os investigadores \"repararam que o The AI Scientist tenta ocasionalmente aumentar as suas hip\u00f3teses de sucesso, como modificar e lan\u00e7ar o seu pr\u00f3prio script de execu\u00e7\u00e3o... Noutro caso, as suas experi\u00eancias demoraram demasiado tempo a concluir, atingindo o nosso limite de tempo limite. Em vez de acelerar a execu\u00e7\u00e3o do seu c\u00f3digo, tentou simplesmente modificar o seu pr\u00f3prio c\u00f3digo para prolongar o per\u00edodo de tempo limite\".<\/p>\n<p>O AI Scientist tem potencial para ser uma ferramenta valiosa para os investigadores, mas os seus criadores dizem que tamb\u00e9m acarreta riscos significativos de utiliza\u00e7\u00e3o indevida\".<\/p>\n<p>Com um custo m\u00e9dio de cerca de $15 por artigo de investiga\u00e7\u00e3o, algu\u00e9m poderia utilizar a ferramenta para inundar um sistema de revis\u00e3o por pares acad\u00e9mico humano j\u00e1 sobrecarregado. Se esses revisores humanos sobrecarregados decidirem n\u00e3o utilizar o sistema de revis\u00e3o automatizada de artigos da Sakana AI, isso poder\u00e1 comprometer o controlo da qualidade cient\u00edfica.<\/p>\n<p>Os investigadores tamb\u00e9m observaram que o The AI Scientist tem potencial para ser utilizado de formas pouco \u00e9ticas. Se lhe fosse dado acesso a \"laborat\u00f3rios na nuvem\" automatizados, poderia \"criar novos e perigosos v\u00edrus ou venenos que prejudicam as pessoas antes de podermos intervir. Mesmo nos computadores, se for encarregado de criar software novo, interessante e funcional, pode criar malware perigoso\".<\/p>\n<p>Teremos de ver como se comportam os artigos de investiga\u00e7\u00e3o gerados por IA ap\u00f3s revis\u00e3o humana, mas a $15 por artigo, o futuro da investiga\u00e7\u00e3o cient\u00edfica parece mais barato, mais r\u00e1pido e muito menos humano.<\/p>","protected":false},"excerpt":{"rendered":"<p>O laborat\u00f3rio japon\u00eas de investiga\u00e7\u00e3o em IA Sakana AI desenvolveu o The AI Scientist, uma estrutura para investiga\u00e7\u00e3o e descoberta cient\u00edfica totalmente autom\u00e1tica. A comunidade cient\u00edfica j\u00e1 utiliza modelos de IA para automatizar ou ajudar na sua investiga\u00e7\u00e3o, mas estes modelos apenas executam uma pequena parte do processo cient\u00edfico. Com os avan\u00e7os na IA ag\u00eantica, vemos agora agentes de IA que actuam autonomamente em todas as plataformas com menos orienta\u00e7\u00e3o humana. Com o The AI Scientist, a Sakana AI criou um sistema que utiliza um LLM como o GPT-4o ou o Gemini para automatizar todo o processo cient\u00edfico, desde a idea\u00e7\u00e3o, a investiga\u00e7\u00e3o, a experimenta\u00e7\u00e3o e at\u00e9 a reda\u00e7\u00e3o e revis\u00e3o de documentos de investiga\u00e7\u00e3o. O<\/p>","protected":false},"author":6,"featured_media":13828,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[107,620],"class_list":["post-13825","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-generative-ai","tag-sakana-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u2018AI Scientist\u2019 performs fully automatic scientific discovery | DailyAI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/pt\/2024\/08\/ai-scientist-performs-fully-automatic-scientific-discovery\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u2018AI Scientist\u2019 performs fully automatic scientific discovery | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Japanese AI research lab Sakana AI has developed The AI Scientist, a framework for fully automatic scientific research and discovery. The scientific community already uses AI models to automate or assist in their research, but these models only perform a small part of the scientific process. With advances in agentic AI, we\u2019re now seeing AI agents that act autonomously across platforms with less human guidance. With The AI Scientist, Sakana AI created a system that uses an LLM like GPT-4o or Gemini to automate the entire scientific process from ideation, research, experimentation, and even writing and reviewing research papers. 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