The argument for is that judges fuck with people's lives and judges are already unreliable. A simple ML system may have errors but could have less error than a judge. And there is evidence to that effect.

https://www.nber.org/papers/w23180

The machine will probably be very predictable so expect people working around it soon.

Kleinberg uses arrests for violent crime because they are known to have substantially less bias/zero bias