A Chain Is Only as Strong as Its Weakest Link: A Scoping Review of System Integration Audits in AI
As AI systems become increasingly integrated into diverse interfaces and applications, model-centric audits are insufficient to address risks arising from interactions among system components and deployment environments. System integration has long been central to software audits in safety-critical domains such as aerospace. However, its role in AI auditing remains underexplored. Scanning through 4,259 documents, we present a scoping review of AI audits that treat system integration as a core tenet of evaluation (n = 58). Using reflexive thematic analysis, we analyze their elements, actors, enablers, and constraints. We find that the corpus represents an emerging yet still fragmented form...
| Authors | Leah Davis, Dominic Martin, AJung Moon |
|---|---|
| Primary category | cs.SE |
| Published | 5 August 2026 |
| Last updated at source | 5 August 2026 |
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