Paper outlines adversarial social epistemology for human-LLM assemblies

The framework models adversarial epistemic dynamics in human-LLM discourse, focusing on how assertions are scaffolded by testimony, inference, and institutional certification. It addresses dense communicative landscapes where public claims rely on chains of trust.