[KongchangAI]
Unverified50% confidenceTradeoffExact time

Raising the share of risky-conversation samples from 10% to 25% improves standalone safety-check recall (53% to 68%) but causes the model to raise more false alarms on ordinary chat; using risky samples only for training the safety question can mitigate the side effects.

1
Sources
50%
Confidence
Long-term
Relevance
10/18/2026
First Seen

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