AI can innovate, but it needs be more advanced than an LLM, which just rearranges existing knowledge. You need some kind of evolutionary loop in its programming. How it continues after that depends on the particular flavour of dystopian sci-fi.

“Waiter, there’s a huge turd in my soup.”

-“So what? Enough tasty soups out there.”