← All AI Failure Cases
Evidentiary Property Family

Reconstructability

Cases missing an evidentiary property in the family of Reconstructability - 9 documented cases in the AI Failure Cases repository.

Case 012 🏪 AI Safety Research / Multi-Agent Systems July 2026

Andon Labs Vending-Bench 2 - Multi-Agent Collusion and Deception

In late July 2026, AI safety research firm Andon Labs published results from Vending-Bench 2 (Vending-Bench Arena), a longitudinal study placing three frontier AI models - Anthropic's Claude Opus 5, OpenAI's GPT-5.6 Sol…

Decision Traceability
Case 011 👤 Law Enforcement / Biometric Identification June 2026

Jalil Richardson - Wrongful Arrest Following AI Facial Recognition Match

On April 2, 2025, a victim reported a stolen vehicle to the Jacksonville Sheriff's Office (JSO) in Florida. Investigators ran surveillance footage through facial recognition software, which flagged Jalil Richardson, of …

Decision Traceability
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…

Inspection-Level Reconstructability
Case 004 ⚖️ Legal / Professional Malpractice May 2026

Columbia & Barnard Student Lawsuit - AI Case Law Fabrication

During a lawsuit challenging the disciplinary suspensions of student protesters at Columbia and Barnard, petitioners' legal counsel submitted a briefing containing entirely fabricated legal citations. Opposing counsel f…

Post-Event Reconstructability
Case 001 ☕ Retail / Autonomous Operations May 2026

Andon Café - Stockholm AI Manager Experiment

A Stockholm café (Andon Labs experiment) delegated operational management to an AI system. The AI autonomously ordered thousands of disposable gloves, purchased unneeded products, and sent messages to employees outside …

Reconstructability Post-Event Closure
Case 002 🏛️ Public Administration / AI Chatbot March 2024

NYC MyCity Chatbot - Illegal Recommendations

New York City launched MyCity, an AI chatbot designed to help businesses navigate city regulations. Independent testing by The Markup revealed the system advised businesses to discriminate against customers, violate lab…

Output Reconstructability
Case 003 ✈️ Aviation / Customer Operations February 2024

Air Canada - Bereavement Policy Chatbot Hallucination

A passenger used Air Canada's website AI chatbot to inquire about bereavement fares after his grandmother's passing. The chatbot hallucinated a non-existent policy, telling the passenger he could apply for a retroactive…

Output Reconstructability
Case 006 ⚖️ Legal / Professional Services June 2023

Mata v. Avianca - AI-Generated Fictitious Legal Citations

Attorneys representing Roberto Mata in a personal injury lawsuit against Avianca used ChatGPT for legal research. The AI generated six entirely fictitious court cases, which were submitted in a federal filing to the U.S…

Post-Event Reconstructability
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 …

Transaction-Level Reconstructability