VeriLA: A Human-Centered Evaluation Framework for Interpretable Verification of LLM Agent Failures

Yoo Yeon Sung, Hannah Kim, Dan Zhang

AI practitioners increasingly use large language model (LLM) agents in compound AI systems to solve complex reasoning tasks, these agent executions often fail to meet human standar…