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A talk about context, arguing that most developers work on "programming information" rather than mechanism programming: static types suit artificial, internal mechanisms, while large systems facing the outside world must be dynamic, flexible, and observable — and outlining Clojure's information-oriented approach.
The paper introduces continual enterprise world model discovery, where an agent learns and adapts to changing business rules in dynamic systems, evaluating with the EnterpriseWorldShift benchmark and demonstrating improved prediction accuracy over prior methods.