The one thing to add though is that an "expert" LLM doesn't necessarily have to be a reasoning LLM (you could have one that answers biology Q&As perfectly without reasoning steps involved).
Similarly, you can have a generalist reasoning LLM that is not an expert in one

→ View original post on X — @rasbt