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News/Codifying the Judge: Scalable Evaluation via Program Distillation
arxiv
PublishedJuly 28, 2026 at 4:00 AM
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Codifying the Judge: Scalable Evaluation via Program Distillation

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arXiv:2607.22561v1 Announce Type: new Abstract: LLM-as-a-judge has become the standard for automated evaluation, but it suffers from high cost, significant latency, and opaque decisions -- limitations that undermine its scalability and reliability. We address these with a simple, efficient alternati

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