Humanein the Loop
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02

AI companies owe a duty of care to the public

Current path

AI firms externalize harms onto users and society. Liability is unclear or pre-empted. Whistleblowers face retaliation. Safety teams are cut to accelerate shipping.

Better future

AI developers and deployers owe the public a binding duty of care. Harms are internalized. Safety work is foundational, not optional. Whistleblowers are protected.

Drift across the three domains

Norms

Mixed6 signals
CHT recommends
  • Establish professional standards and codes of conduct for AI engineering.
  • Protect safety researchers and whistleblowers as a sectoral norm.
Indicators we track
  • 2.N.aProfessional standards and codes of conduct
  • 2.N.bPublic expectation of company accountability for AI harms
  • 2.N.cResearcher and whistleblower protections as norm

Laws

Advancing7 signals
CHT recommends
  • Codify liability for foreseeable AI harms.
  • Enforce existing consumer protection law against deceptive AI claims.
  • Enable private rights of action for individuals harmed by AI systems.
Indicators we track
  • 2.L.aLiability for foreseeable AI harms
  • 2.L.bDuty-of-care statutes applied to AI
  • 2.L.cConsumer protection enforcement against deceptive AI claims
  • 2.L.dPrivate right of action / class action enablement

Design

Mixed4 signals
CHT recommends
  • Integrate safety-by-design and red teaming into release gates.
  • Maintain functional user-reporting channels with published resolution metrics.
  • Implement post-deployment monitoring and rapid response.
Indicators we track
  • 2.D.aSafety-by-design practices
  • 2.D.bUser reporting / abuse channels
  • 2.D.cPost-deployment monitoring and rapid response

Recent signals

AdvancingDesign · 2.D.bUSApr 8, 2026

OpenAI Child Safety Blueprint published

OpenAI published Child Safety Blueprint on April 8 2026 detailing reporting channels, provider coordination, and safety-by-design controls for AI-enabled child exploitation.

WhyLab self-publishing reporting-channel design; voluntary but raises industry baseline for abuse channels.User reporting / abuse channels