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