Unverified50% confidenceFactExact time
The coverage gate benchmark run found only 8 of the 20 cases, failing to meet the pass condition.
1
Sources
50%
Confidence
Short-term (~14 days)
Relevance
10/17/2026
First Seen
Valid until: 10/31/2026
Sources
Related Entities
Related Claims
UnverifiedIn the holdout run, across 20 reruns on 10 already-reported cases, the verdict was identical in 20 runs; across the 10 licensed job openings, the verdict was identical in 19 runs.74% similarUnverifiedA hand-crafted library of 22 calculators achieved perfect accuracy on the 440 cases it supported, but abstained on the remaining cases, yielding an overall coverage rate of only 40.0%.68% similarUnverifiedIn the first group of 20 files, 11 compiled on the first pass, and 9 failed.67% similarUnverifiedOf the 11 LoRAs, only 3 produced meaningful effects, and 4 scored lower than the no-LoRA control group64% similarUnverifiedThe developer cautions that the sample size of 18 matchups is insufficient to rank the models reliably.64% similar
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