How Do You Evaluate an AI Agent? Tasks, Trajectories, Reliability, and Cost

Evaluating AI agents requires assessing their ability to complete tasks reliably, follow safe and acceptable actions, and provide value relative to cost. Effective evaluation involves repeated trials measuring both outcomes and the sequences of actions taken, using clear task definitions and layered scoring methods.