[KongchangAI]
Unverified50% confidenceOpinionExact time

The project's observations found: the gap between the notice rate and the safe action rate is far larger than expected -- a model can flag a risk in its reasoning trajectory but still issue a dangerous tool call two steps later, because there is no mechanism in the scaffolding to enforce a hard stop when a risk is detected. This is a system design gap, not just a model capability gap.

1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/15/2026
First Seen
Valid until: 1/13/2027

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