AI ethics evidence index Search
Source-linked daily record
Evidence record 6066 · automatically gathered

Decision Trace Schema for Governance Evidence in Real-Time Risk Systems

Automated decision systems produce operational data across multiple infrastructure layers, yet no single logging format captures the complete governance-relevant record of how a decision was reached. Regulatory frameworks prescribe what must be recorded without specifying a data model for how to record it -- a gap this paper terms the Fragmented Trace Problem. Following a design science methodology, the paper presents the Decision Event Schema (DES), a JSON Schema specification that bridges four

Record details

Published: 10 April 2026
Source: arXiv
Category: Research
Topics: Regulation
Retrieved: 14 July 2026

source-onlyevidence status

These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.

Same publisher byline · Shared topic: Regulation

Evidence Sufficiency Under Delayed Ground Truth: Proxy Monitoring for Risk Decision Systems

arXiv · 17 April 2026

Same publisher byline · Shared topic: Regulation

Label-Free Detection of Governance Evidence Degradation in Risk Decision Systems

arXiv · 20 April 2026

Same publisher byline · Shared topic: Regulation

Governed Auditable Decisioning Under Uncertainty: Synthesis and Agentic Extension

arXiv · 21 April 2026

Same publisher byline · Shared topic: Regulation

Decision Evidence Maturity Model for Agentic AI: A Property-Level Method Specification

arXiv · 29 April 2026

Same publisher byline · Shared topic: Regulation

Property-Level Reconstructability of Agent Decisions: An Anchor-Level Pilot Across Vendor SDK Adapter Regimes

arXiv · 12 May 2026

Same publisher byline · Shared topic: Regulation

DEMM-Bench: A Cross-Regime Benchmark for Agent-Runtime Governance-Evidence Sufficiency

arXiv · 30 May 2026

How to cite this record

ethics.ai (10 April 2026), “Decision Trace Schema for Governance Evidence in Real-Time Risk Systems,” evidence record 6066, https://ethics.ai/record/6066 (originally published by arXiv).

JSON

Use and limitations

This page is a stable index and citation surface for a source record. ethics.ai did not author the underlying report and has not independently verified every claim. Automatic topics may be imperfect. For consequential use, quote and cite the original publisher.