15:54
2026-08-18
dev.to
artificial-intelligence
Your AI agent shouldn’t flinch at every tiny change, but it also shouldn’t treat a career switch like background noise.
Richard Emate, a developer, explains how a theory of leftover surprise influenced the design of a memory layer for AI agents. The approach treats experience as the part of reality the model did not al…