For me, the main question in this context would be whether the decisions are better informed or they just feel better informed. I regularly get LLMs to lie to me in my areas of expertise, but there I have the benefit that I can usually sniff out the lie. In topics I'm not that familiar with, I can't tell whether the LLM is confidently correct or confidently incorrect.