"Yet, these models contain known racial, gender, and class stereotypes and biases from their training data and other structural factors, which downstream into model outputs"
This isn't my experience at all, certainly in the case of ChatGPT. These days, it seems to stubbornly refuse to return any results which defy its metropolitan liberal "auntie" filter.
I'm not denying that the core models may contain these biases, particularly antisemitism, sadly, but there's also a much greater danger of moderated models reinforcing politically correct groupthink.
This isn't my experience at all, certainly in the case of ChatGPT. These days, it seems to stubbornly refuse to return any results which defy its metropolitan liberal "auntie" filter.
I'm not denying that the core models may contain these biases, particularly antisemitism, sadly, but there's also a much greater danger of moderated models reinforcing politically correct groupthink.