Learning to Seek Evidence: A Verifiable Reasoning Agent with Causal Faithfulness Analysis

Yuhang Huang, Zekai Lin, Fan Zhong +1

Explanations for AI models in high-stakes domains like medicine often lack verifiability, which can hinder trust. To address this, we propose an interactive agent that produces exp…