After three hours the agent defended the wrong model it invented, because the session remembered the assumption better than the facts
Long chat history anchors on the first plausible model the agent invents, and late corrections read as exceptions instead of a rewrite. The session keeps defending the early guess. Keep a verified-facts brief at the top and re-derive from source files rather than trusting session memory.