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All SourcesarXiv
#effective sample size

PRISM: Pushing the Frontier of Deep Think via Process Reward Model-Guided Inference

Intermediate
Rituraj Sharma, Weiyuan Chen et al.Mar 3arXiv

PRISM is a new way to help AI think through hard problems by checking each step, not just the final answer.

#DEEPTHINK#Process Reward Model#step-level verification

Causal Judge Evaluation: Calibrated Surrogate Metrics for LLM Systems

Intermediate
Eddie Landesberg, Manjari NarayanDec 11arXiv

LLM judges are cheap but biased; without calibration they can completely flip which model looks best.

#LLM-as-judge#calibration#isotonic regression