Unverified50% confidenceDecision RuleExact time
The Function Recovery dimension uses a binary threshold of 0.75, where a token similarity score of 0.75 or above counts as passing.
1
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50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
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UnverifiedAt the mention level, the model achieved an overall precision of 74.1% and a recall of 70.5%.70% similarUnverifiedIn a synthetic logistic regression classifier experiment, after 80 steps of gradient-ascent-based repair, the unlearning loss rose from 0.0545 to 0.1649, yet the trigger attack success rate remained 100%.68% similarUnverifiedFor the 7B model, accuracy with the solver was 75.31% versus 72.02% for direct calculation, a paired improvement of +3.29 percentage points, with a 95% cluster interval of [-3.49, 10.38] crossing zero, making the advantage non-significant.67% similarUnverifiedThe replay fitness of the state machine on held-out data is as high as 0.997.67% similarUnverifiedIn the study, the Rowwise method achieved an SHD of 160 and an F1-score of 0.77.66% similar
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