HUMHUM-006 — Cultural Adaptation Challenges
AI Training on Copyrighted Data Undermines Creator Rights and Incentives
4/5Sector: OtherGeography: GlobalStage: OperateIngested: —
Executive Summary
General-purpose AI models trained on copyrighted material at scale erode consent, compensation, and control frameworks that underpin intellectual property law. Organisations face mounting legal exposure and reputational risk as regulatory scrutiny of training data practices intensifies globally.
Domain
Human Factors
Blindspots in change management, skills, human-AI collaboration, trust, workforce, and culture.
Source
MIT AI Risk Repository — International Scientific Report on the Safety of Advanced AI (Bengio2024) ↗https://airisk.mit.edu/
Could this happen in your organisation?
A Velinor AI Audit maps your active AI portfolio against the 50+ blindspots and benchmarks against documented sector failures like this one. A board-ready foresight document in 5 weeks.