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MR-060 Human & usage Both scope

Use outside intended scope

The system is unintentionally applied outside its validated operating domain or intended purpose, producing unreliable or unsafe results.

Risk family
Human & usage
MIT domain
7. AI System Safety, Failures, & Limitations
MIT subdomain
7.3 > Lack of capability or robustness
AI type
GPAI, Agentic, Classical_ML
Scope
Both
Source standard
MIT AI Risk Repository v4

Provenance

Source standard
MIT AI Risk Repository v4
MIT source entries
7 entries across 5 papers
  • Critch2023TASRA: a Taxonomy and Analysis of Societal-Scale Risks from AI01.02.00
  • GOS2023Future Risks of Frontier AI56.09.00
  • Stanley2024Emerging Risks and Mitigations for Public Chatbots: LILAC v169.02.00
  • Tan2022The Risks of Machine Learning Systems15.01.00 15.01.02 15.01.03
  • Teixeira2022An Exploratory Diagnosis of Artificial Intelligence Risks for a Responsible Governance42.16.00

Ev IDs of the entries consolidated into this risk in the MIT AI Risk Repository (V4); the source sheet row appears on hover.

ISO/IEC references
23894 obj A.9; src 7, 8; mech B.7 | 42001 ctrl A.9.4, A.6.2.2
EU AI Act articles
Art. 26(1)

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.

Sourcesframeworks that contributed to the register
1
  • A.9 ISO/IEC 23894 Annex A A.9
2
  • A.6.2.2 ISO/IEC 42001 Annex A A.6.2.2
  • A.9.4 ISO/IEC 42001 Annex A A.9.4
1
  • Art. 26(1)
Cross-checksframeworks mapped in to test coverage
2
  • ibm-improper-usage Improper usage
  • ibm-incomplete-usage-definition Incomplete usage definition partial

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Part of the Deployer AI Risk Register, an open-source resource powered 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.