#Llm-as-Judge

Can a machine referee political bias without carrying it? Building a judge with the flinch removed — and finding out what actually causes the flinch.

The same 32 propositions scored two ways — a four-model judge panel reading free text, and the forced choice the released study uses instead. Where the two agree, where they part, and where the judge reports its midpoint, drawn live from the release on GitHub.