Values Statement: We believe AI should cause no harm, but enhance the quality of human life, by proactively adopting our AI Governance framework.

Evidence-based Transparent For governance

AI Incidents

TAIM catalog Map Data source & citation Failure Files™

Zillow's home-buying debacle shows how hard it is to use AI to value real estate

The recent difficulties faced by Zillow in using AI to value real estate underscores the complexities and challenges associated with respons...

Zillow to exit its home buying business, cut 25% of staff

Leading online real estate marketplace Zillow has announced its decision to exit the home buying business. This move is expected to result i...

Can a Machine Learn Morality?

Explore the question of whether Artificial Intelligence can learn moral values, their implications for safe and secure AI development, and t...

Black teen kicked out of skating rink after facial recognition camera misidentified her

A black teenager was wrongfully ejected from a skating rink after facial recognition technology incorrectly identified her as another indivi...

We tried Tesla's 'full self-driving.' Here's what happened

Exploring the capabilities and limitations of Tesla's 'Full Self-Driving' feature in real-world scenarios, highlighting its potential for sa...

Students of color are getting flagged to their teachers because testing software can’t see them

Recent incidents have highlighted the challenges faced by students of color in digital learning environments due to AI systems misidentifyin...

‘I felt colossally naive’: the backlash against the birth control app

The makers of a popular birth control app face scrutiny over data privacy concerns, raising discussions about safe and secure AI and respons...

California suspends Pony.ai's driverless testing after accident

California Department of Motor Vehicles (DMV) has temporarily halted the driverless testing activities of autonomous vehicle startup, Pony.a...

At-Fault Robotaxi Accidents For Waymo, Pony.AI, Olli And What They Mean For The Future

Recent accidents involving autonomous robotaxis from companies like Waymo, Pony.AI, and Olli have raised concerns about the safety and relia...

Humanoid Robot Keeps Getting Fired From His Jobs

Exploring the repeated employment terminations of a humanoid robot, this article sheds light on the challenges and potential solutions for e...

Softbank's Hyped Robot Keeps Failing at Its Jobs

A promising robot from SoftBank, touted as a game changer in various industries, has faced setbacks in its real-world applications. The Pepp...

Felony charges are 1st in a fatal crash involving Autopilot

A California man has been charged with felonies after a fatal crash involving an autonomous vehicle equipped with Tesla's Autopilot system....

Data source

Incident data is from the AI Incident Database (AIID).

When citing the database as a whole, please use:

McGregor, S. (2021) Preventing Repeated Real World AI Failures by Cataloging Incidents: The AI Incident Database. In Proceedings of the Thirty-Third Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-21). Virtual Conference.

Pre-print on arXiv · Database snapshots & citation guide

We use weekly snapshots of the AIID for stable reference. For the official suggested citation of a specific incident, use the “Cite this incident” link on each incident page.