[KongchangAI]
Unverified50% confidenceOpinionExact time

If permission checks or secondary confirmation are performed only at the downstream action layer, they may fail to stop an agent whose intent has already been rewritten; detecting anomalies in multimodal information consistency early in reasoning may be a more effective entry point for defense.

1
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50%
Confidence
Long-term
Relevance
10/19/2026
First Seen

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