When Does an Added Planning Capability Create Operational Value? An Observable Evidence Standard.

arXiv:2610.27305v1 Announce Type: new Abstract: Industrial artificial intelligence (AI) planning systems combine predictive models, optimization logic, controls, and governance rules, but improvement in the complete policy does not show whether one addition ma