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
We haven't written up this one. Dev.to has the full story — the link below goes straight to it.