A Chain Is Only as Strong as Its Weakest Link: A Scoping Review of System Integration Audits in AI

arXiv:2608.04921 · cs.SE, cs.AI · Submitted 2026-08-05 · Read on arXiv

cs.SE, cs.AI

Submitted: 2026-08-05

Updated: 2026-08-05

Terminology

• Core — 2× in this paper · explained in 2 episodes
• Actor — 1× in this paper · explained in 3 episodes

Sources

• Pragmatic auditing: a pilot-driven approach for auditing Machine Learning systems
• RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control
• Co-audit: tools to help humans double-check AI-generated content
• System Cards for AI-Based Decision-Making for Public Policy
• A Blueprint for Auditing Generative AI
• Auditing the Use of Language Models to Guide Hiring Decisions
• Auditing Algorithmic Fairness in Machine Learning for Health with Severity-Based LOGAN
• Advancing AI Audits for Enhanced AI Governance

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