Your AI agent shouldn’t flinch at every tiny change, but it also shouldn’t treat a career switch like background noise. This post asks what happens when you treat “experience” as leftover surprise: the part of reality your model did not already see coming.

How a theory of leftover surprise changed a memory layer Richard Emate Richard Emate Richard Emate Follow Aug 18 How a theory of leftover surprise changed a memory layer # python # ai # llm # opensource Add Comment 9 min read

Source: [Dev.to](https://dev.to/rouche01/your-ai-agent-shouldnt-flinch-at-every-tiny-change-but-it-also-shouldnt-treat-a-career-switch-5ao)