{"id":198833,"date":"2024-11-05T19:25:23","date_gmt":"2024-11-06T01:25:23","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/11\/us-researchers-show-genai-lacks-coherent-world-model-understanding"},"modified":"2024-11-05T19:25:23","modified_gmt":"2024-11-06T01:25:23","slug":"us-researchers-show-genai-lacks-coherent-world-model-understanding","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/11\/us-researchers-show-genai-lacks-coherent-world-model-understanding","title":{"rendered":"US researchers show GenAI lacks coherent world model understanding"},"content":{"rendered":"<p><\/p>\n<p><iframe style=\"display: block; margin: 0 auto; width: 100%; aspect-ratio: 4\/3; object-fit: contain;\" src=\"https:\/\/www.youtube.com\/embed\/GYr6cqOvaB4?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope;\n   picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<p>Researchers suggest a new approach is needed to build LLMs with accurate world models.<\/p>\n<hr>\n<p>LLMs have shown that they can excel at various things \u2013 like writing, generating computer programs, and more activities.<\/p>\n<p>This can make it seem like these models are learning some general truths about the world, but the study found out otherwise.<\/p>\n<p>For the new study, the researchers found that a popular type of GenAI <a href=\"https:\/\/interestingengineering.com\/innovation\/generative-ai-entertainment-media\" target=\"_blank\" rel=\"dofollow\">model<\/a> can provide turn-by-turn driving directions in New York City with near-perfect accuracy \u2014 without having formed an accurate internal map of the city.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Researchers suggest a new approach is needed to build LLMs with accurate world models. LLMs have shown that they can excel at various things \u2013 like writing, generating computer programs, and more activities. This can make it seem like these models are learning some general truths about the world, but the study found out otherwise. [\u2026]<\/p>\n","protected":false},"author":662,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1523],"tags":[],"class_list":["post-198833","post","type-post","status-publish","format-standard","hentry","category-computing"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/198833","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/662"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=198833"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/198833\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=198833"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=198833"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=198833"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}