>An LLM is not the colleague who critically evaluates current ideas, looks into the contextual specifics, stress-tests assumptions, and pushes back when everyone gets comfortable

Well, not if you don't ask it to, it won't.

So ask it to.

(The article, which is better than it sounds like it's going to be at first, actually does advocate that towards the end. It's worth a read.)