Why would you call AI just learning? Marketing? Self-aggrandizement?

AI is getting machines to solve problems they haven't been explicitly programmed to solve. As it is, we do not have AI. We have some bits and pieces of it. Best Mr algorithms so far only solve problems they have been explicitly trained and tweaked to solve.

Online learning has been attempted before, with very limited success. Making an online learning network stable is an open problem. These tend to quickly overfit the problem and get stuck.