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All SourcesarXiv
#step-level verification

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

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LawThinker: A Deep Research Legal Agent in Dynamic Environments

Intermediate
Xinyu Yang, Chenlong Deng et al.Feb 12arXiv

LawThinker is a legal AI agent that double-checks every research step before using it, so small mistakes don’t snowball into big ones.

#Legal AI agent#Explore-Verify-Memorize#DeepVerifier

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