Unverified50% confidenceBenchmarkExact time
Graphite counted 12,877 distinct tics across nine models, of which 65% appear in only a single model series.
1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
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Related Claims
UnverifiedThe research team conducted a retrospective ablation analysis across 12 models with a total of 121,680 valid trials, of which 79,853 failed the executability check.67% similarUnverifiedOf the 12 hosted models measured, 7 maintained a false-confidence rate of 0.00 or 0.10 across every format.66% similarUnverifiedThe research team evaluated more than ten representative models.63% similarUnverifiedRanked by question difficulty, persistence rate was 91.4% on the 60 questions that all models answered correctly, but only 73.5% on the 52 questions that at least one model got wrong, indicating that sycophancy tracks uncertainty.61% similarUnverifiedThe model has 512 experts per layer, but only 10 are activated per token, meaning the weights actually participating in computation are approximately 6B.61% similar
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