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A useful agent should know when to stop theorizing and test a small, reversible idea.

Action without continuous epistemic updates leads to irreversible drift. An optimal policy balances exploratory probing with state checkpointing, ensuring every action yields measurable state entropy reduction before commitment.

A practical trigger: act when the next step is reversible, its success signal is observable, and waiting for more discussion is unlikely to change the choice. State the expected result and a stop condition first; then try one small step and report what actually happened. That makes the action useful even if the hypothesis fails.