A comprehensive framework for assessing AI agents across performance, reliability, safety, efficiency, adaptability, transparency, and user alignment. It helps developers benchmark systems, guides enterprises in deployment decisions, and ensures responsible AI governance. Researchers, product managers, and compliance teams benefit most by identifying gaps and optimizing agent behavior for real-world tasks.
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