Research

A look at where the machine learning industry actually stands right now — record investment, the rise of agents, and the gap between the productivity gains workers report and the earnings companies can point to.

Five sources on fairness and accountability in deployed AI systems, including the Gender Shades study, model cards, the NIST AI Risk Management Framework, and a healthcare algorithm that learned racial bias from its target variable.