[KongchangAI]
Unverified50% confidenceSolutionExact time

The engineering lesson the authors drew from the experiment is that agent automation should record "automatically triggered actions" and "actively decided actions" separately, otherwise logs will misread defensive automation as aggressive intent.

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10/18/2026
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