Since when is reasoning synonymous with invention? All humans with a functioning brain can reason, but only a tiny fraction have or will ever invent anything.
Read what OP said "It’s patently obvious to me that LLMs can ... solve novel problems", this is what I was replying to. I see everyone is smarter here than researchers at DeepMind, without any proofs or credentials to back their claims.