New paper: Emerging trends in AI agent evaluation

Researchers from Princeton, Stanford, UK AI Security Institute, and Brookings published a paper outlining 33 emerging trends in AI agent evaluation, highlighting the complexity and rising costs of assessing AI agents' real-world performance. They emphasize the need for comprehensive evaluation methods that scrutinize entire agent behaviors and call for better tools and coordination in the evaluation ecosystem.