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.
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.
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.