MR-041 Human & usage System scope

Academic and professional dishonesty

The system is used to plagiarize, cheat, or bypass learning and professional-integrity expectations.

Risk family: Human & usage
MIT domain: 4. Malicious Actors & Misuse
MIT subdomain: 4.3 > Fraud, scams, and targeted manipulation
AI type: GPAI
Scope: System
Source standard: MIT AI Risk Repository v4

Provenance

Source standard

MIT AI Risk Repository v4

Source frameworks

8 source framework citation keys

Cui2024, Gipiškis2024, Hagendorff2024, IBM2025, Li2025, Nah2023, Saghiri2022, Zeng2024

ISO/IEC references

23894 obj A.10; src 8 | 42001 ctrl A.9.4

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

ISO 238941

A.10 ISO/IEC 23894 Annex A A.10

ISO 420011

A.9.4 ISO/IEC 42001 Annex A A.9.4

Cross-checksframeworks mapped in to test coverage

IBM2

ibm-impact-on-education-bypassing-learning Impact on education: bypassing learning
ibm-impact-on-education-plagiarism Impact on education: plagiarism

More in Human & usage

MR-030 MR-032 MR-033 MR-034 MR-035 MR-036 MR-038 MR-048 MR-060

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.