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HUMHUM-006 — Cultural Adaptation Challenges

Generative AI Models Reproducing Copyrighted Training Data Verbatim

4/5Sector: OtherGeography: GlobalStage: OperateIngested: —

Executive Summary

Generative AI systems memorise and reproduce fragments of copyrighted training data, producing outputs near-identical to protected works. Organisations deploying such tools face direct infringement liability and reputational exposure without clear legal safe harbours.

Domain

Human Factors

Blindspots in change management, skills, human-AI collaboration, trust, workforce, and culture.

Source

MIT AI Risk Repository — Regulating under Uncertainty: Governance Options for Generative AI (G'sell2024) ↗

https://airisk.mit.edu/

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