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Evidence record 16348 · automatically gathered

AIDLC–governance indicator framework: a lifecycle-based approach to institutional AI governance

Governments increasingly deploy algorithmic and AI-enabled systems in welfare administration, fraud detection, eligibility determination, and frontline service delivery. As these systems become embedded in routine public administration, agencies face rising expectations to sustain procedural fairness, accountability, and transparency throughout system development and long-term operation. Recent public-sector failures suggest that governance responsibilities are frequently fragmented across organ

Record details

Published: 4 August 2026
Source: AI & Society
Category: Research
Topics: Bias & fairness · Regulation · Transparency
Retrieved: 5 August 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.

Shared topic: Bias & fairness · Shared topic: Regulation

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Shared topic: Bias & fairness · Shared topic: Regulation

Manipulation-Proof Oblivious Audits against Deceptive Model Providers

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Shared topic: Bias & fairness · Shared topic: Regulation

Language Models as a Challenge for Business Ethics – A Partially Open-Source Approach

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Shared topic: Bias & fairness · Shared topic: Regulation

Financial Audit Assistance using Misinformation Detection and Explanation

arXiv · 20 July 2026

Shared topic: Bias & fairness · Shared topic: Regulation

Sequential Fairness Auditing with Limited Output Access

arXiv · 29 June 2026

Shared topic: Bias & fairness · Shared topic: Regulation

A Variational Framework for LLM Generator-Regulator Games

arXiv · 16 June 2026

How to cite this record

ethics.ai (4 August 2026), “AIDLC–governance indicator framework: a lifecycle-based approach to institutional AI governance,” evidence record 16348, https://ethics.ai/record/16348 (originally published by AI & Society).

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