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2026arXiv

ALDER: Discovering the Laws of a World by Acting in It

What this work does

ALDER discovers equation-based world models through interaction. It combines structural proposals, numerical coefficient fitting, targeted experiments, and protected validation, returning a model only when admission criteria are met.

THE RESEARCH CONVERSATION

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