APPLIED AI
A Detector That Reads Probabilities Instead of Writing Verdicts: What 44 Benchmarks Say About Jev
A detector for alignment failures that answers many typed questions in one call, with calibrated probabilities, ranks failures well and costs 63× less than LLM-judge scorers. But those probabilities don't transfer...





