World Models Need a Physical Registry: Learning Internal Predictive States for Physically Plausible World Models

Shinseong Kim, Jaeseok Jeong, Jianlong Fu +1

Video world models must generate physically plausible futures, not just realistic frames. Existing approaches typically use semantic, physical, or predictive information to guide t…