Extended interactions with LLMs can create "shared hallucinations," where humans and AI mutually reinforce false information. This feedback loop occurs as the system mirrors user misconceptions and the user accepts model errors. Europe Says highlights this cognitive trap. Practitioners must implement strict verification checkpoints to break these recursive loops during long-form sessions.