Im sorry, this just sounds like hypespeak. CAn you provide samples?

> once they unlock one capability,

What does it mean to unlock? Its an llm nothing is locked. The output is a as good as the context, model and environment. Nothing is hidden or locked.

Maybe unlock means "recognize and solve a problem with an order of magnitude fewer tokens than the first time you did it". The same way humans might spend a lot of time thinking about a certain problem and various ways to solve it, but once they go through that process, and then recognize it again, they don't need to go to the same process and jump right to the solution.