LLMs don’t “solve” execution at all. They aid and accelerate it.

Don't kid yourself.

The high watermark of what can be "solved" (read: one shotted) is rising, and will continue to rise. Look at the gig economy (Fiver etc) for simple programming/design tasks, LLMs have taken over completely with their execution.