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This is a fantastic summary of the potential issues by some of the most respected people at the forefront of research on bias and harms in AI. Some people are
by bo1024 4y ago
This is a fantastic summary of the potential issues by some of the most respected people at the forefront of research on bias and harms in AI.
Some people are criticizing the short page for not being more constructive - there are some constructive things you can do and the authors know them and probably discuss them in the full paper. But there are also cases where using a predictive system is inherently unjust (or it is not feasible to fix its issues) and sometimes you have to make an ethical decision not to deploy (example: automated sentencing or bail decisions).
- pvillano 4y agoJustice is blind, but it shouldn't be blind and mute. Until AI systems can "explain themselves" and be scrutinized as easily as rubrics, I don't them with life-changing decisions
- shanebellone 4y agoOpaque systems appear unjust whether or not they are in fact unjust. Perception of justice is as critical as actual justice in many public-facing use cases. JMO