Brian Odegaard

Reality Monitoring in Large Language Models: Self-Knowledge That Transforms with Conversation Memory

It is shown, across two experiments and six LLMs, that source attribution depends on how conversational memory is structured: ceiling accuracy for self-generated content under minimal memory demands reverses to a fragile external-item advantage once episodic delay removes that shortcut.