Unverified50% confidenceFactExact time
When analyzing the removed samples, the researchers identified previously understudied sources of safety degradation such as tool-execution failures and narrative arithmetic, and the gradient signal shows that these patterns are associated with unsafe behavior.
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10/28/2026
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