The lack or determinism is irrelevant. It's trivial to make an LLM deterministic (certianly much easier than to make a human deterministic!), but that wouldn't make it any more trustworthy.

When you are ingesting potential toxins determinism is crucial. You have a random chance of dying. Facts matter.