DevOps

Feb 20, 2021 · Artificial Intelligence

Intelligent Closed Loop: The Four Transformations Driving the Digital Era

In this talk, Liang Ning explores how the four "‑ization" of an intelligent closed loop—dynamic data, systematic scenarios, algorithmic business logic, and service delivery—reshape personal fitness, smart commerce, and the broader digital society, illustrating the shift from mere data collection to truly intelligent enterprises.