Ananya Karthik

Audits Under Resource, Data, and Access Constraints: Scaling Laws For Less Discriminatory Alternatives

AI audits play a critical role in AI accountability and safety. They are particularly salient in anti-discrimination law. Several areas of anti-discrimination law implicate what is known as the "less discriminatory alternative" (LDA) requirement, under which a protocol is defensible if no less discr…