This would still be valuable even if the LLM only finds out about things that are already in the air.

It’s probably even more of a problem that different areas of scientific development don’t know about each other. LLMs combining results would still not be like they invented something new.

But if they could give us a head start of 20 years on certain developments this would be an awesome result.