Judgment Assurance Underwriting Questionnaire (JA-UQ): Risk Evaluation Tool for AI-Mediated Decision Governance

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Authors: Justin Kavalir
Cited by: 0

Abstract

The Judgment Assurance Underwriting Questionnaire (JA-UQ) is an evidence-weighted, gated governance instrument for evaluating human oversight, accountability, and institutional judgment in AI-mediated consequential decisions. The JA-UQ is designed for underwriting, audit, and regulatory contexts. It does not assess model accuracy, bias, or technical performance. Scores are directional indicators of judgment governance maturity and must be interpreted alongside evidence quality, decision criticality, and exposure context. For related work and ongoing updates, see judgmentassurance.com.

Fields of Study & Subjects

Ethics and Social Impacts of AI Safety Systems Engineering in Autonomy Digitalization Law and Regulation

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
4 February 2026