Training large AI models requires vast datasets — often scraped from the internet without the explicit consent of the people who created that content.
The Consent Problem
- Artists' work used to train image generators without permission or compensation
- Writers' books used to train LLMs without licensing
- Personal data from social media used without users' knowledge
Legal Challenges
- Getty Images vs Stability AI — unauthorized use of licensed images
- Authors Guild lawsuits against OpenAI and Meta
- New York Times vs OpenAI — ongoing as of 2024
Emerging Solutions
- opt-out mechanisms, licensing frameworks, compensation models
Reference:
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