Past studies have found that racial and ethnic minorities are more likely than White drivers to be pulled over by the police for alleged…
In domains ranging from computer vision to natural language processing, machine learning models have been shown to exhibit stark…
The Moral Dimension of AI-Assisted Decision-Making: Some Practical Perspectives from the Front Lines
This essay takes an engineering approach to ensuring that the deployment of artificial intelligence does not confound ethical principles,…
We describe and apply three empirical approaches to identify superfluous police activity, unjustified racially disparate impacts, and…
In the dominant paradigm for designing equitable machine learning systems, one works to ensure that model predictions satisfy various…