A call to join a collective effort on AI evaluation.

Torres, Irving; Evals-Consensus.AI Consortium · Patterns (N Y) · 2026

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Abstract

AI evaluations increasingly shape deployment, governance, and trust, but expectations for how they are conducted and reported remain fragmented. We introduce a cross-sector Delphi process to develop community-endorsed guidance for AI evaluation practice and invite researchers, practitioners, ethics organizations, and institutions to participate.