Why doesn't AI have user-protective 'safety labels' like food? A Reddit proposal
Fun-Engineering6273 · reddit · 2026-09-19
A Reddit post argues that current AI certifications (ISO 42001, NIST AI RMF, EU AI Act) are company-centric compliance checks, not user protection — unlike food labels that tell consumers what's safe to eat.
Key gaps identified:
- No outcome-based, user-facing standard exists; compliance checks documentation, not actual protection
- Risk is context-dependent, but no certification reflects the specific use case
- Human rights aren't mandatory guardrails — systems can optimize engagement while crossing fairness, non-manipulation, privacy, and truthfulness lines
Proposed five pillars for user-protective certification: use-case specificity (like drug approvals per indication), a non-negotiable human-rights floor, outcome-based auditing, independence from company compliance, and explicit tradeoff disclosure. The author invites discussion on existing frameworks, domain-specific floors, and who should own such certification.
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