AI RESEARCH
Latent State Design for World Models under Sufficiency Constraints
arXiv CS.AI
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ArXi:2605.01694v1 Announce Type: new A world model matters to an agent only through the state it constructs. That state must preserve some information, discard other information, and some future function: prediction, control, planning, memory, grounding, or counterfactual reasoning. This paper treats world-model research as latent state design under sufficiency constraints.