LLM-synthesized judging programs, aggregated with weak supervision, can replace direct LLM-as-a-judge scoring at far lower API cost, with better consistency and bias resistance in some settings.
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Time To Impeach LLM-as-a-Judge: Programs are the Future of Evaluation
LLM-synthesized judging programs, aggregated with weak supervision, can replace direct LLM-as-a-judge scoring at far lower API cost, with better consistency and bias resistance in some settings.