I find this fragment really insightful. Seems like it's a common mistake in a lot of domains.

"Over the last fifteen years or so, many police agencies started capturing data on police interactions. The primary purpose was to document what had historically been undocumented: informal street contacts. By capturing specific data, we were able to ask ourselves tough questions about potentially biased-policing. Many agencies are still struggling with the answers to those questions.

Regardless, the data permitted us to detect problematic patterns, commonly referred to as passive discrimination. This is a type of discrimination that occurs when we are not aware of how our own biases affect our decisions. This kind of bias must be called to our attention, and there must be accountability to correct it."