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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

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