Justice Decision Observability™ (JDO™): Category Ownership Manifesto (Version 1.2) JDO-2026-001
Justice Decision Observability™ (JDO™) establishes a new governance discipline focused on making human decision-making behavior visible within AI-supported and operational justice environments. While existing approaches emphasize system outputs, compliance, and post-incident analysis, they do not account for how decisions are interpreted, formed, and executed in real-world conditions. This manifesto defines the previously unstructured layer between signal and outcome, where authority is exercised and risk accumulates. By naming and framing this gap, Justice Decision Observability™ introduces a foundational shift from system-level oversight to execution-layer governance. This document establishes the field, asserts category ownership, and defines the need for structured approaches to observing, reconstructing, and governing decision environments.
Authors
- Stephanie Fleming (ORCID: https://orcid.org/0009-0005-2672-9224)
- Janna M. Broaddus
Institutions
- United States Department of Justice (US)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-03-01
- DOI
- https://doi.org/10.5281/zenodo.19322333
- Primary Topic
- Ethics and Social Impacts of AI
- Type
- article
- Field-Weighted Citation Impact
- 0.00