How Arbiter works, why it was built, and the four measurements it made about an LLM judge that I had to look at twice.
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Your eval harness trusts a witness it never cross-examined Every agent benchmark I have built ends with the same line of code: a model grades another model's output, and I treat the resulting number as a measurement. Rubric, strong model, score out of five. Ship it. The judge is a language model. I…
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- 2026-10-06 13:46 · DEV Community — AI
How Arbiter works, why it was built, and the four measurements it made about an LLM judge that I had to look at twice.