Expired50% confidenceBenchmarkExact time
Jev's median probability on verified terms was 0.29, and 0.03 on clean names; lowering the threshold catches more term-list words, but the probability of disguised clean names rises in tandem.
1
Sources
50%
Confidence
Short-term (~14 days)
Relevance
10/13/2026
First Seen
This claim has expired. It is kept for the record and no longer describes the current state.
Valid until: 10/27/2026(expired)
Sources
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Related Claims
UnverifiedThe confidence field of the Jev interface is calculated from raw probabilities (when the highest probability among three options is 90%, it yields 0.85), and cannot be read as an 85% answer accuracy rate; the raw probability of the selected team should be used when making decisions.64% similarUnverifiedEvery output from Jev comes with a calibrated probability; when Jev gives a probability of 0.8, it means it is correct approximately 80% of the time on that type of judgment.63% similarUnverifiedOn tasks such as classification and true/false judgment, Jev requires only a few milliseconds to respond and costs 20 to 200 times less than existing models available for comparable tasks.63% similarUnverifiedA fusion strategy that prioritizes JEV and only hands off when confidence is below 0.7 collapses into JEV, with approximately 70% of questions never leaving JEV and an ECE of approximately 0.25.62% similarUnverified@redp314 uses a single Jev call to review PRs, with 14 typed checks returning probability values, and results between 0.35 and 0.65 on critical checks are forwarded to a human or a larger model, at a cost of $0.00007 per PR.62% similar
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