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World Models·Jul 10, 2026
State-Grounded World Models
Why persistent structured state is the foundation of coherent generation, planning, and intelligence.
Research & Insights
Research, technical reports, and perspectives on persistent world models, video generation, multi-agent systems, and robotics.
Why persistent structured state is the foundation of coherent generation, planning, and intelligence.
A rendering architecture for worlds that retain identity and state across long horizons.
How structured environments allow agents to discover and reuse tools.

Object-centric state connects visual understanding to reliable physical action.