The Importance of Wisdom and the Crowds in Prediction Markets

I worry about that, you know, one of the reasons we always make our data public and in this case also was so other people go build on it. There's potential to train a large language model and fine tune it around something like up to date, train it around high quality examples of patient provider interactions. Maybe we could use public data like on Ask Docs and how staff enhance the response that he's even further who themselves are clinicians and use that as training data. And I think when you train it, what you're going to see is really that's what it's doing. Is that sampling framework and both how it presents all those considerations that are sampling over and then the most