COMPAS

Researchers introduced FairDiffuseVQVAE, a two-stage tabular diffusion model that achieves fairness by construction through uniform sampling of the protected attribute at inference time, decoupling fi…

India's Supreme Court has released draft regulations governing AI in the judiciary, explicitly banning algorithmic adjudication while permitting AI for administrative and assistive tasks. The draft, o…

Researchers introduced a novel regularizer based on conditional mutual information to enforce separation in deep learning models, balancing fairness and utility without sacrificing performance. The st…

California state agencies are using six high-risk automated decision systems, including tools to predict recidivism, evaluate unemployment-fraud claims, and detect generative-AI use in student assignm…