Sahrul Mukharom

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

Large language models treat conversation history as unverified context, so false premises injected into earlier turns can be adopted as fact later, a failure mode we call session-level contamination. We introduce five contamination protocols along a source-authority gradient, each holding the false premise constant whi...