What about libraries and universities that do a much better job than a chatbot at teaching chemistry and biology?

Sounds like you're betting everyone's future on that remaing true, and not flipping.

Perhaps it won't flip. Perhaps LLMs will always be worse at this than humans. Perhaps all that code I just got was secretly outsourced to a secret cabal in India who can type faster than I can read.

I would prefer not to make the bet that universities continue to be better at solving problems than LLMs. And not just LLMs: AI have been busy finding new dangerous chemicals since before most people had heard of LLMs.