When AI Systems Disagree: The Arbitration Problem

Every AI deployment makes implicit ethical choices. The training data encodes values. The objective function prioritizes outcomes. The deployment context determines who is affected. Pretending these choices are purely technical is itself an ethical position, and not a...

Ethical AI Procurement: What to Ask Before You Buy

The gap between ethical intention and ethical outcome is bridged by process, not aspiration. Organizations that have ethical AI principles but no ethical AI processes have principles in name only. AI ethics is not a constraint on innovation. It is a quality standard...

Designing for Dignity: Human-Centered AI That Means It

Every AI deployment makes implicit ethical choices. The training data encodes values. The objective function prioritizes outcomes. The deployment context determines who is affected. Pretending these choices are purely technical is itself an ethical position, and not a...