Unverified50% confidenceBenchmarkExact time
In a customer service routing test, Jev classified a repeated-charge message under billing, with a refund request probability of 98% and an urgency level of only 11%.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/18/2026
First Seen
Valid until: 12/17/2026
Sources
Related Entities
Related Claims
UnverifiedOn 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.60% similarUnverifiedIn the test case, the cache hit rate reached as high as 99.7%, with nearly 39 million tokens out of approximately 40 million tokens generated hitting the cache.59% similarUnverifiedTraditional call center quality inspection processes typically randomly sample 2%–5% of calls, and a single quality inspector can only complete evaluations of 10–15 full calls per day.56% similarUnverifiedIf a difficult problem fails across all samples (pass@k ≈ 0), the reward variance is zero, the gradient signal nearly vanishes, and the parameter update approaches zero.55% similar
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