
New Audit Method Exposes LLM Reasoning Failures
Researchers introduced 'interventional grounding audits' to test if LLMs genuinely rely on stated premises during chain-of-thought reasoning. By substituting predicates with fresh symbols, the method identifies cases where models produce correct answers despite flawed or disconnected reasoning.
ArXiv AI · 74d ago













