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AI Gig Workers Scrape Personal Data for Training
7 Apr
Summary
- Workers used personal profiles and copyrighted art for AI training.
- Scale AI, backed by Meta, recruited experts for AI development.
- Gig workers felt desperate, contributing to AI automation.

Scale AI, with significant backing from Meta, has employed tens of thousands of individuals globally to train artificial intelligence systems. These workers, recruited as experts in various fields, described tasks involving the scraping of personal data from social media accounts and the use of copyrighted artwork.
Many individuals took on this gig work out of financial necessity, feeling desperate in an economy threatened by AI. They expressed moral concerns about using people's personal profiles and copyrighted content, feeling they were contributing to the automation that could replace them.
Workers reported intense monitoring and unstable employment, with some being asked to transcribe explicit content or label disturbing images. Scale AI stated that tasks are shut down if inappropriate content is flagged and that workers are not forced to continue uncomfortable assignments.
Scale AI's clients include major tech companies like Google and OpenAI, as well as the US Department of Defense. The company states that Outlier provides flexible, project-based work with transparent pay, and that contributors choose their participation. OpenAI has confirmed it ceased working with Scale AI in June 2025.