> For scenarios where bias has been traditionally an issue, make sure that key traits such as gender and race are specified

Personally, I wouldn't be surprised if this violates anti-discrimination laws in a number of states.

Imagine we're not talking about AI but any type of business. If the business instructed their employees to "Provide a different response based on what race the customer indicates in their order" they would be sued into oblivion.