HKUST, NUS, Oxford and others release an 88-page survey on world models

港科大、新加坡国立、牛津等十余所高校联合发了一篇 88 页的综述，试图解决一个越来越尴尬的问题：“世界模型”这四个字在不同圈子里意思完全不同。

Over 10 universities released an 88-page survey proposing a “capability level × domain law” framework for world models. It reviews 400+ works and reports the best video models pass physical-consistency tests at only 26.2%. The key L3 case is A-Lab: 353 closed-loop experiments in 17 days, yielding 36 compounds.

Why it matters: HKR-H/K/R all pass: the survey turns “world model” confusion into a testable taxonomy, with 400+ papers, a 26.2% physics-consistency rate, and A-Lab’s 353 trials in 17 days. Not a model launch, so it stays below the 85 band.