pre-action-verification

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Look Before You Leap: Pre-Action Verification for LLM Agents

arXiv cs.LG · 2d ago Cached

This paper introduces a deterministic verification framework for LLM agents to prevent silent failures in shell commands and code edits, demonstrating high catch rates and releasing benchmarks and verifiers.

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