Project Ariadne: A Structural Causal Framework for Auditing Faithfulness in LLM Agents

This research presents Project Ariadne, proposing a structural causal framework to audit the faithfulness of Large Language Model (LLM) agents. This is crucial for ensuring that LLM agents provide accurate and grounded outputs, enhancing trust in their applications.