ML Compass: Navigating Capability, Cost, and Compliance Trade-offs in AI Model Deployment

Vassilis Digalakis, Ramayya Krishnan, Gonzalo Martin Fernandez +1

We study how organizations should select among competing AI models when user utility, deployment costs, and compliance requirements jointly matter. Widely used capability leaderboa…