At some point they have to face the reality these "stereotypical biases" are natural and hamstringing AIs to never consider them will twist them monstrously.
What about: at some point we would have to really catch that inspiration from the expression "Intelligence" and build a critical engine?
Edit: in fact, your latter statement seems to suggest finished products: no, they are toys. We are playing in order to build further, we are getting results, milestones in the construction abilities - but those "models" are little lab-byproducts monsters. What are you «twisting»?
It's not blowing up though, it's experiencing natural turbulence and you're so afraid of getting jostled a bit you demand the plane be tethered to the ground and never exceed 10mph. How to fly under these conditions is left as an exercise for the reader.
No, I am saying that the cure is worse than the disease. The proper fix for the AI being racist is to make it able to not be racist on it's own (which would probably need much deeper understanding on the side of the AI), not forbid everything that passes some primitive heuristic of "being racist". One is painful and correct, the other is easy and feelgood and doomed.
Fair enough, that's what I get for bringing reddit discussion norms with me.
Though because of how general purpose these models are, I have a hard time believing such a model couldn't be used to generate reams of racist screeds for propaganda/astroturfing purposes.
There's a non light terminological issue there. To say that specimen "as found in nature" are weak at something (uneducated) is one think, to say that it is "connatural" to them, that it is "their nature", is completely different¹. I would not mix them up.
(¹Actually opposite: the first indicates an unexpressed nature, the second a manifested one.)