seen this over and over again - the power users are power users regardless of the tool, and then a big gap to the late adopters. Being able to raise the floor for everyone is crucial.

I think we might see mandatory "pair programming" for even non technical roles emerge as more common, as a mechanism to drive learning - provided we can convince the skilled users is worth their time (it is)

Ai at its core is, among other things, a way to make less technical folks proficient at slightly more technical things. But the core intuition of AI (context windows, memory, etc) remains a technical skill