Learning from Failures: Understanding LLM Alignment through Failure-Aware Inverse RL. - Nyal Patel; Matthieu Bou; Arjun Jagota; Satyapriya Krishna; Sonali Parbhoo (CoRR, 2025)

The Alignment Auditor: A Bayesian Framework for Verifying and Refining LLM Objectives. - Matthieu Bou; Nyal Patel; Arjun Jagota; Satyapriya Krishna; Sonali Parbhoo (CoRR, 2025)