From what I have seen, it cannot. It has become foundational the same way Internet 1.0 (eg. Email, Static HTML, Web Directories, SSL) became foundational for a significant portion of the global economy in the 1990s and 2000s.
It's a bit like the Sun/etc workstation market vs PCs, and high end expensive PCs vs cheap ones. Once the cheap PCs became "good enough" then they naturally dominated.
And these are supposedly the most brilliant corporations around, so other companies are seeing even less gain.
I stick with my theory that LLMs are GPU-like, not CPU-like. They will rarely solve a problem like an adept, but they can solve 1 000 000 million low-hanging fruit problems within a second in a way that there was just not enough eyeballs for before. They can also brute force problems.