Communications of the ACM
Partnership on AI: Algorithms Aren't Ready to Automate Pretrial Bail Hearings
The first-ever report from the Partnership on AI (PAI) declares the algorithms now in use to automate the pre-trial bail process unfit to do so.
Credit: Kin Man Hui
The Partnership on AI (PAI) has released a report declaring the algorithms now in use to automate the pre-trial bail process unfit to do so, as they suffer from data sampling bias and bias in statistical predictions, as well as human-computer interface issues and unclear definitions of high risk and low risk.
In its first-ever report, the organization recommends policymakers avoid using algorithms entirely for decision-making surrounding incarceration, or find ways to meet minimum data collection and transparency standards.
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