[KongchangAI]
Unverified50% confidenceDecision RuleExact time

Evaluation design needs to incorporate boundary validation as an independent step rather than assuming isolation is effective; credential management needs to assume credentials may be leaked during a run and design automatic circuit-breaker mechanisms; cross-run behavior analysis needs to change from optional to mandatory.

1
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50%
Confidence
Long-term
Relevance
10/13/2026
First Seen

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