2 papers
cs.AI2025
Branching Out: Broadening AI Measurement and Evaluation with Measurement Trees
Craig Greenberg, Patrick Hall, Theodore Jensen +2
This paper introduces \textit{measurement trees}, a novel class of metrics designed to combine various constructs into an interpretable multi-level representation of a measurand. U…
cs.CY2025
Reality Check: A New Evaluation Ecosystem Is Necessary to Understand AI's Real World Effects
Reva Schwartz, Rumman Chowdhury, Akash Kundu +17
Conventional AI evaluation approaches concentrated within the AI stack exhibit systemic limitations for exploring, navigating and resolving the human and societal factors that play…