It hasn't really played out that way. With GPT-3, that bias is pretty explicit, and not hard to manage. I also don't treat advice as necessarily /good/ advice.

It hasn't really played out that way. With GPT-3, that bias is pretty explicit, and not hard to manage. I also don't treat advice as necessarily /good/ advice. A good way to think about it is ideation. A good example is to ask how to communicate something. I sometimes miscommunicate what I'm thinking, and it often takes a lot of effort to figure out how to say something. With different prompts, GPT-3 will give different ways to say something, and I can pick one which works well and meets what I want to say. Let's say you promised someone something, and need to change plans, and you don't want them to think you're blowing them off. GPT-3 will often give me good ways to communicate something like that. Or another example is: "I am struggling with ____. What are good strategies I can use to ____." GPT-3 will often come up with things which I wouldn't have come up with myself, or ones which would have taken me a lot of time. Just as often, it will give a useless, generic list of suggestions. At the end of the day, though, it provides helpful ideas often enough to be valuable. GPT-3 definitely doesn't (and shouldn't) act as an arbiter in a conflict, but even in conflicts, there's often a solution which works for both sides. My major problem is that I tend to think slowly, and come up with those solutions too late. GPT-3 thinks a lot faster than I do, and having those ideas before they're moot is sometimes helpful. As a footnote, human therapists tend to reinforce biases too. They only have one side of the story. I've seen people really damaged in the way you describe. In one case, both the person and the therapist were living in a (plausible-sounding) fantasy world.