Employer tort liability and worker's compensation exceptions for severe psychiatric trauma, depression, and secondary PTSD suffered by human content annotators and RLHF safety tuning teams.
↳ Statutory Hook: 29 U.S.C. § 654(a)(1) (OSHA General Duty Clause) & State Intentional Tort ExceptionsThe legal classification under the FLSA and ABC tests of distributed human micro-task workers annotating prompt pairs and red-teaming foundation models.
↳ Statutory Hook: 29 U.S.C. § 206 (FLSA Minimum Wage) & Cal. Lab. Code § 2775Governing nationwide settlement framework for digital moderator and AI annotator occupational safety claims.
Platforms must implement technical mitigations and provide psychiatric care funds for workers exposed to extreme digital trauma.
AI platforms and data vendors must build grayscale modes, blur triggers, and exposure caps into human-in-the-loop annotation tools.
Landmark Class Settlement & Injunctive Consent Decree
“The $52 million settlement established an industry benchmark for content moderation occupational safety, requiring platforms to fund psychiatric diagnosis/treatment and mandate software mitigations (grayscale display, audio muting, 4-hour daily exposure limits).”
Platform companies treated content moderation as vendor-delegated third-party labor outside direct OSHA duty-of-care obligations.
11,000+ moderators developed clinical PTSD reviewing graphic digital violence under intense speed quotas.
Digital Sanitation Duty of Care: Platforms bear structural duty to implement psychological safeguards, UI mitigations, and medical funds for content annotators.
Standard benchmark applied to AI safety red-teams, trust-and-safety reviewers, and RLHF annotators.
Selena Scola and 11,250 content moderation contractors employed through third-party staffing firms (Cognizant, Accenture, Pro Unlimited) reviewed thousands of hours of graphic violence, terror acts, and CSAM for Facebook. The workers suffered severe clinical PTSD, anxiety, and depression due to inadequate psychiatric support, mandatory speed quotas, and lack of visual mitigation tools.
Class action complaint filed in California Superior Court alleging negligence and failure to maintain a safe workplace. The court approved a landmark $52 million class settlement with mandatory workplace injunctive relief in 2020.
Issue: Whether technology platforms owe a common law duty of care and workplace safety obligations to vendor-contracted content moderators and AI safety trainers exposed to severe psychological trauma.
Scola v. Facebook is the foundational precedent for digital worker occupational health. It establishes that platforms and AI labs are legally responsible for the mental health of human content moderators and RLHF data labelers.
Scola v. Facebook, Inc., No. 18-CIV-05135 (Cal. Super. Ct. May 8, 2020).