Epistemic Policy Divergence in Multi-Turn LLM Contamination: A Protocol-Gradient Investigation

Large language models process conversation history as unverified context: false premises injected into prior turns can be adopted as fact, a failure mode we term session-level contamination. We introduce five contamination protocols arranged along a source-authority gradient, isolating distinct fail