Jev-as-a-Judge

Everything Fervor AI has published that touches Jev-as-a-Judge — 2 pieces, newest first.

• Jev as a Judge: The Most Repeatable LLM in LangChain's Benchmark Was Also the Least Accurate

  Repeatability and accuracy move in opposite directions across the three LLM judges in LangChain's benchmark, so low variance is not a proxy for judge quality and what…

• Briefing · September 20, 2026 · morning

  Every performance number published about System One decision models this week came from a party selling the conclusion, and two of the primary artifacts say in their own…