You don't need to look at the code (of LLM or otherwise) to determine if it has racial biases. You feed it a test suite of cases where literally the only variab

You don't need to look at the code (of LLM or otherwise) to determine if it has racial biases. You feed it a test suite of cases where literally the only variable is race, and observe the results - statistically, in aggregate. It's much easier to do with an LLM than it is with a human, too, because with an LLM, each individual interaction is separate from all others.