AI Bias / Harm
Discriminatory output, bias-driven automatic rejection, unfair treatment on protected attributes.
Medicare's WISeR AI prior authorization: denials were issued, but nothing records which patient file each determination was checked against
AI applicant-screening discrimination suit against Workday: the adverse action was taken, but whether the decision was independently verified and authorized was never recorded
Mobley v. Workday
A 93% Facial-Recognition 'Match' Led Straight to Arrest Without Independent Verification (Robert Dillon Wrongful Arrest Suit)
a probabilistic FRT match that was never independently corroborated or authorized before the coercive act of arrest (ACLU suit)
TennCare Connect: an automated eligibility system illegally cut thousands off Medicaid
eligibility decisions not independently verified before the adverse action of termination (federal court)
Waymo: the robotaxi drove past a stopped school bus
a driving decision not independently verified before a safety-critical action
Hyundai: driver-assist AI braked on a threat that wasn't there
an AI decision overriding the driver, not independently verified before acting (NHTSA)
No Check on Who Was Authorized
64 Million Records Within Reach in McDonald's McHire (Paradox.ai)
Tesla Robotaxi Crash Records
Control Attribution and Narrative Provenance Left Self-Reported
Generated Without Consent or Age Verification
The Provenance Gap Behind the Grok Deepfake Controversy
Self-Reported Autonomous-Driving Safety, Unverified
Tesla FSD Crash Data and Safety-Stat Methodology
The Robert Williams Wrongful Arrest
When an AI Face-Match Drove a Government Enforcement Action Without Independent Verification