CRISP rewards deep search agents for preserving evidence-critical tool steps and pruning redundant ones, cutting turns by 15.1% on BrowseComp and 33.2% on HLE-Verified with comparable accuracy.
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CRISP: Critical Step Perception for Training Efficient Deep Search Agents
CRISP rewards deep search agents for preserving evidence-critical tool steps and pruning redundant ones, cutting turns by 15.1% on BrowseComp and 33.2% on HLE-Verified with comparable accuracy.