Learning loops versus models as a competitive edge in AI

A post discussing Microsoft CEO Satya Nadella’s interview argues that access to the same general-purpose AI models threatens to erode companies’ competitive advantages. It describes Nadella’s answer as a private learning loop built around a company’s own work. The author argues that workflow records can become training signals, internal evaluations can preserve knowledge, and human judgment can steer improvement—turning everyday operations into accumulating intellectual property rather than simply gaining productivity from a rented model.