Evidentiary Property Family

Model Drift Monitoring

Cases missing an evidentiary property in the family of Model Drift Monitoring - 2 documented cases in the AI Failure Cases repository.

Case 010 🏭 Industrial Automation / Quality Control June 2026

Ford Motor Company - AI Quality Inspection Rollback

Ford Motor Company deployed 900 AI-assisted cameras across assembly plants to automate vehicle quality inspection. The computer vision models systematically failed to replicate the nuanced judgment of veteran inspectors…

Ground-Truth Alignment Record Model Drift Logging

Closed · Human Oversight Reinstated Read the full evidentiary assessment →

Case 007 🏠 Finance / Algorithmic Decision-Making November 2021

Zillow Offers - AI Algorithmic Collapse in Real Estate iBuying

Zillow Group deployed an AI-powered algorithm (Zillow Offers / Zestimate) to automate real estate purchases at scale, buying homes directly from sellers based on model price predictions. The algorithm failed to account …

Model Drift Anchoring Distribution Shift Detection

Closed · SEC-Documented Read the full evidentiary assessment →