How to evaluate the performance of AI agents?

AI agencies face multiple evaluation challenges, as traditional testing methods are insufficient. These agencies are non-deterministic, meaning identical inputs can yield different outputs, complicating performance assessment. When developing AI agencies, three main challenges must be addressed: evaluating pathways rather than just outputs, the difficulty of defining successful performance, and the need for continuous evaluation. These factors necessitate the use of varied assessment methods for each quality dimension.