Unverified50% confidenceBenchmarkExact time
Among answers exempt from review, the correct rate rose from 97.5% to 99.8%.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/18/2026
First Seen
Valid until: 1/16/2027
Sources
Related Entities
Related Claims
UnverifiedAfter the fix, top-token consistency improved from 96.5% to 99.9%.77% similarUnverifiedIn passages that actually contain dataset citations, precision increases to 89.5%.73% similarUnverifiedAt a 1% false positive rate, adding routing telemetry improved the true positive rate by 2.7 to 9.4 percentage points.73% similarUnverifiedEvidence-driven pre-improvement validation improved precision from 58.6% to 72.3%, and reduced unsupported objectives per round from 1.93 to 0.50.73% similarUnverifiedCompared to standard LoRA, counterfactual mDPO improved decision accuracy from 93.33% to 96.67%.73% similar
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