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A Second Opinion on Every AI Verdict: 17 Jev-Style Models Tested
ai-verdictmachine-learningtyped-decisions

A Second Opinion on Every AI Verdict: 17 Jev-Style Models Tested

September 24, 2026•10 min read

Jev from TypeSafe AI made typed-decision models the hottest thing in AI this month. We benchmarked 17 open Jev-style models on real ScanMalware verdicts to find one that can double-check our AI Security Verdict. An off-the-shelf model with no training won, two models now check live verdicts, and our first benchmark taught us more by being wrong.

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