Vendor/model concentration, monoculture and correlated failure
Dependence on a few AI providers or homogeneous models creates single points of failure and correlated, systemic failure risk.
- Risk family
- Third party & supply chain
- MIT domain
- 6. Socioeconomic and Environmental
- MIT subdomain
- 6.1 > Power centralization and unfair distribution of benefits
- AI type
- GPAI, Classical_ML, Agentic
- Scope
- Organization
- Source standard
- MIT AI Risk Repository v4
Provenance
Framework crosswalk
Every framework item mapped to this risk. Items marked partial overlap only in part; definitions appear on hover where the source licence permits.
- A.10.3 ISO/IEC 42001 Annex A A.10.3
- GENAI.6 Harmful Bias or Homogenization
- ASI08 Cascading Failures
Part of the Deployer AI Risk Register, an open-source resource developed by MindXO. Version 1.0, 3 July 2026. Derived from the MIT AI Risk Repository (V4, December 2025) under CC BY 4.0; an independent derivative work, not endorsed by or affiliated with MIT. Sub-risk decomposition references MITRE ATLAS™ v5.6.0 (© 2021-2026 The MITRE Corporation, reproduced and distributed with permission). ISO/IEC and EU AI Act references are by number only. License: CC BY 4.0. Full attribution and licensing.