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> It is easily verifiable if your changes to an algorithm have removed the bias you are worried about.

Please never enter politics.

Yeah, god forbid we have audit capabilities in law enforcement.

Until we can enforce use of/non-deletion of footage from body cams, I think policing and governing with AI is a tick out of our depth, as a society.

What, would your worldview survive if we came to find that bias didn't drive the outcomes disparities that vex you?

Quite the opposite - I know how easily those administrating a system can bias it.