{"id":236372,"date":"2026-05-02T11:13:19","date_gmt":"2026-05-02T16:13:19","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2026\/05\/stanford-cs25-transformers-united-v6-i-from-representation-learning-to-world-modeling"},"modified":"2026-05-02T11:13:19","modified_gmt":"2026-05-02T16:13:19","slug":"stanford-cs25-transformers-united-v6-i-from-representation-learning-to-world-modeling","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2026\/05\/stanford-cs25-transformers-united-v6-i-from-representation-learning-to-world-modeling","title":{"rendered":"Stanford CS25: Transformers United V6 I From Representation Learning to World Modeling"},"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\/GBd7iuJkW08?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope;\n   picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<p>For more information about Stanford\u2019s graduate programs, visit: <a href=\"https:\/\/online.stanford.edu\/graduate-educationApril\">https:\/\/online.stanford.edu\/graduate-educationApril<\/a><\/p>\n<p>April 9, 2026<br \/> This seminar covers:<br \/> \u2022 How world models are increasingly moving away from reconstruction and toward prediction in latent space.<br \/> \u2022 Two recent JEPA-based approaches that illustrate this shift from complementary angles.<\/p>\n<p>Follow along with the seminar schedule. Visit: <a href=\"https:\/\/web.stanford.edu\/class\/cs25\/\">https:\/\/web.stanford.edu\/class\/cs25\/<\/a><\/p>\n<p>Guest Speakers: Hazel Nam &amp; Lucas Maes (Brown University) <\/p>\n<p>Instructors:<br \/> \u2022 Steven Feng, Stanford Computer Science PhD student and NSERC PGS-D scholar.<br \/> \u2022 Karan P. Singh, Electrical Engineering PhD student and NSF Graduate Research Fellow in the Stanford Translational AI Lab.<br \/> \u2022 Michael C. Frank, Benjamin Scott Crocker Professor of Human Biology Director, Symbolic Systems Program.<br \/> \u2022 Christopher Manning, Thomas M. Siebel Professor in Machine Learning, Professor of Linguistics and of Computer Science, Co-Founder and Senior Fellow of the Stanford Institute for Human-Centered Artificial Intelligence (HAI) <\/p>\n","protected":false},"excerpt":{"rendered":"<p>For more information about Stanford\u2019s graduate programs, visit: https:\/\/online.stanford.edu\/graduate-educationApril April 9, 2026 This seminar covers: \u2022 How world models are increasingly moving away from reconstruction and toward prediction in latent space. \u2022 Two recent JEPA-based approaches that illustrate this shift from complementary angles. Follow along with the seminar schedule. Visit: https:\/\/web.stanford.edu\/class\/cs25\/ Guest Speakers: Hazel Nam [\u2026]<\/p>\n","protected":false},"author":709,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6,8],"tags":[],"class_list":["post-236372","post","type-post","status-publish","format-standard","hentry","category-robotics-ai","category-space"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/236372","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\/709"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=236372"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/236372\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=236372"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=236372"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=236372"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}