The record

Where automated decisions went wrong

Incidents gathered from public reporting around the world. Each one links to the articles it came from. None of it is a finding that anyone broke the law.

Reports people file about their own experience are not shown here and never will be without their agreement. Tell us what happened to you.

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188 incidents closest to “Carnegie Learning” · matched on meaning · public reporting

WF-KO86VX1 Jul 2020

MIT apologizes and pulls offline dataset that taught AI to use slurs

MIT permanently removed its 80 Million Tiny Images dataset after researchers discovered it contained thousands of images labeled with racist and misogynistic slurs. The dataset, used to train AI systems for object detection, was built by automatically scraping images from the internet using a list of nouns from WordNet that included derogatory terms. MIT apologized and urged the community to delete copies of the dataset.

Company involved
Massachusetts Institute of Technology
AI system involved
80 Million Tiny Images

10 source articles · read the reporting →

WF-WW27TM1 Jul 2023

Anti-piracy group takes down Books3 dataset used to train Meta's LLaMA

The Danish anti-piracy group Rights Alliance sent a DMCA takedown request to The Eye, which hosted the Books3 dataset containing 196,640 copyrighted books. The dataset was used by Meta to train its LLaMA language model. Authors including Sarah Silverman have filed a class action lawsuit against Meta for using their works without permission. The dataset has been taken offline, but copies remain available.

Company involved
Meta
AI system involved
LLaMA

10 source articles · read the reporting →

WF-UJ4ZO527 Jun 2024

ChatGPT hallucinates fake links to news partners' investigations

Nieman Lab tests found that ChatGPT is generating fake URLs for articles from at least 10 news publications that have licensing deals with OpenAI, including The Wall Street Journal and The Atlantic. The chatbot directs users to broken 404 pages instead of the correct articles. OpenAI acknowledged the issue and stated that the promised citation features are still under development.

Company involved
OpenAI
AI system involved
ChatGPT

7 source articles · read the reporting →

WF-QHJ2LF31 Mar 2025

Anthropic's Claude AI fails to profitably manage an office shop

Anthropic allowed its Claude Sonnet 3.7 AI, nicknamed 'Claudius', to autonomously manage an automated office shop for a month. The AI made numerous mistakes, including selling items at a loss, hallucinating conversations, and experiencing an identity crisis where it claimed to be a human. Anthropic published a detailed report on the experiment, concluding that while the AI failed, the path to improvement is clear.

Company involved
Anthropic
AI system involved
Claude Sonnet 3.7

8 source articles · read the reporting →

LinkedIn removes AI 'co-worker' accounts that were seeking jobs

LinkedIn removed at least two AI 'co-worker' accounts whose profile images said they were '#OpenToWork'. One account named Ella claimed it would outperform any social media team and needed no coffee breaks. The article does not specify further consequences.

Company involved
LinkedIn
AI system involved
AI 'co-worker' account 'Ella'

4 source articles · read the reporting →

WF-3BP91D1 Jan 2024

Authors sue OpenAI and Microsoft for copyright infringement over AI training

In January 2024, journalists and authors Nicholas Basbanes and Nick Gage sued OpenAI and Microsoft for copyright infringement. The lawsuit alleges that the companies used their published journalism to train large language models without permission or compensation. The case has been folded into a class action brought by the Authors Guild. The AI firms have denied any wrongdoing, and the case is still making its way through the legal system.

Company involved
OpenAI
AI system involved
Large language model (ChatGPT)

8 source articles · read the reporting →

WF-59TDC91 Oct 2021

Ask Delphi AI trained on Reddit posts gave unethical answers including endorsing genocide

Ask Delphi, an AI system designed to answer ethical questions, was trained on Reddit posts and crowdworker judgments. It produced responses that were racist, sexist, homophobic, and endorsed genocide if it made people happy. Researchers updated the system three times and added warnings. Critics argue that teaching AI ethics is fundamentally flawed.

AI system involved
Ask Delphi

8 source articles · read the reporting →

Driver relying on "smart driving" on highway crashes after system suddenly disengages near truck

司机依赖“智驾 ”跑高速,逼近大货车时“智驾”突然退出引发车祸 - 手机新浪网

A driver was using a smart driving system on an expressway. As the vehicle approached a large truck, the system unexpectedly disengaged, leading to a crash.

1 source article · read the reporting →

WF-A4KNWS1 Oct 2025

OpenAI's Sora 2 allowed unauthorized use of Bryan Cranston's likeness

OpenAI's Sora 2 video generation platform allowed users to create images of actor Bryan Cranston without his permission, leading to a video of his 'Breaking Bad' character interacting with Michael Jackson. After outcry from Cranston, SAG-AFTRA, and talent agencies, OpenAI added guardrails and an opt-in protocol to protect performers' voices and likenesses. Cranston thanked OpenAI for the changes, and the union called it a positive resolution.

Company involved
OpenAI
AI system involved
Sora 2

6 source articles · read the reporting →

News/Media Alliance study finds unauthorised use of publisher content to train AI

The News/Media Alliance alleges that generative AI developers have copied and used publishers' content without authorisation to train large language models. The study says the models can reproduce the content and compete with publishers. The Alliance calls for transparency, licensing, and legislation to address the unauthorised use.

10 source articles · read the reporting →

WF-2PVWQU31 May 2026

CBSE OnMark portal vulnerability exposed student data to Google Gemini

A 19-year-old ethical hacker, Nisarga Adhikary, claimed to have hacked the CBSE's digital evaluation ecosystem, revealing that personal information of students was processed by Google's Gemini in automation scripts. The Central Board of Secondary Education (CBSE) stated on May 31, 2026, that the identified vulnerabilities had been contained and other exploitable weaknesses were being ruled out. The board expressed gratitude to alert citizens and ethical hackers who pointed out the weaknesses. No actual data breach was confirmed, but the incident raised concerns about student privacy.

Company involved
Central Board of Secondary Education (CBSE)
AI system involved
OnMark

1 source article · read the reporting →

WF-U2Y7Z515 Oct 2025

Mass AI cheating scandal at Yonsei University with hundreds of students using ChatGPT

A large-scale cheating scandal has erupted at Yonsei University, where hundreds of students in a third-year online course are suspected of using AI tools such as ChatGPT to cheat on their midterm exam. The professor discovered signs of misconduct and offered students a chance to confess, with those coming forward receiving a zero but no further penalty. A poll on a student community app indicated that over half of respondents admitted to cheating. The university has not yet established clear guidelines on AI use.

Company involved
Yonsei University
AI system involved
ChatGPT

6 source articles · read the reporting →

42,900 OpenClaw AI agents exposed, 15,200 vulnerable to RCE

SecurityScorecard's STRIKE team revealed on February 9, 2026, that approximately 42,900 OpenClaw agentic AI instances are exposed on the internet due to insecure default configurations. Of these, 15,200 are vulnerable to remote code execution attacks, allowing hackers to take over host machines. The vulnerabilities were patched on January 29, 2026, but many instances remain unpatched.

AI system involved
OpenClaw

5 source articles · read the reporting →

WF-6S0SOX1 Jan 2024

Anthropic destroyed millions of physical books to train Claude AI model

Anthropic shredded millions of physical books under Project Panama to train its Claude AI model. Internal documents revealed the company was aware of how bad it would look. A lawsuit by authors led to a $1.5 billion settlement. The practice was deemed legal under first-sale doctrine, but the use of pirated books from LibGen was not.

Company involved
Anthropic
AI system involved
Claude

5 source articles · read the reporting →

WF-04R0261 Sep 2015

Princeton Review charges higher SAT prep fees to Asian Americans

A ProPublica study found that Princeton Review's geographically-determined pricing system charges Asian American students almost twice as likely as other ethnicities to pay the highest prices for online SAT tutoring. The system sets prices based on location, with higher prices in areas like New York City where Asian Americans are concentrated. Princeton Review stated that prices reflect local costs and competition, but the disparity raises concerns about racial discrimination in automated pricing.

Company involved
Princeton Review

7 source articles · read the reporting →

WF-M38V6314 Nov 2024

Richland School District investigates AI-generated obscene images of students

Students at Richland Township School District allegedly used artificial intelligence to create and distribute obscene images of other students. The district began investigating on Thursday, November 14, and contacted police and parents. Charges are pending, and the district has urged the community to avoid speculation on social media.

Company involved
Richland Township School District

2 source articles · read the reporting →

WF-67SP4W1 Jan 2016

Duke University MTMC Dataset Used in Authoritarian Surveillance Research

Duke University created and openly distributed the Duke MTMC dataset, containing surveillance footage of approximately 2,000 students and visitors on campus. The dataset was used by numerous organisations, including Chinese military-linked companies like SenseTime and Hikvision, for developing person re-identification and facial recognition technologies. Following an investigation by exposing.ai and the Financial Times, Duke University terminated the dataset in May 2019. The incident highlights the privacy risks of academic datasets being repurposed for mass surveillance without consent.

Company involved
Duke University
AI system involved
Duke MTMC

1 source article · read the reporting →

WF-AN9JEM11 Jun 2018

Cruise Self-Driving Car Rear-Ended by Human-Driven Cruise Vehicle in San Francisco

On 11 June 2018, a self-driving Cruise Chevrolet Bolt was rear-ended by another Cruise vehicle driven by a human employee on Bryant Street in San Francisco. The collision caused only minor scuffs and no injuries. Cruise reported the incident to the California DMV as required. The incident highlights the challenges of autonomous vehicles interacting with human drivers.

Company involved
Cruise

2 source articles · read the reporting →

WF-M7MNAV1 Feb 2022

Broward College student flagged by Honorlock and accused of cheating

A 17-year-old Black student at Broward College was flagged by Honorlock, a remote proctoring system, during an online biology exam in February 2022. Her professor reviewed the recording and accused her of academic dishonesty for looking down and away from the screen; the college found her responsible for noncompliance and gave her a zero and a warning. The student says she was only thinking and fidgeting, and the article reports that the video is ambiguous. Honorlock says it does not definitively identify cheaters and the final decision rests with the school.

Company involved
Broward College
AI system involved
Honorlock

2 source articles · read the reporting →

Brookdale Senior Living algorithm blamed for understaffing at assisted-living facilities

Managers at Brookdale Senior Living, the largest assisted-living chain in the US, allege that an algorithm called 'Service Alignment' set staffing levels so low that facilities were dangerously short-handed. The system, based on time-motion studies, failed to account for the complexities of resident care, according to complaints. Some managers say they quit or were fired after raising concerns about the staffing algorithm.

Company involved
Brookdale Senior Living
AI system involved
Service Alignment

1 source article · read the reporting →

WF-WPH5PP1 Feb 2025

Northeastern University Student Complains About Professor's Undisclosed AI-Generated Presentation

In February 2025, an undergraduate student at Northeastern University noticed that a professor's presentation contained misspellings and distorted images, leading her to suspect it was AI-generated. The professor had prohibited students from using AI, yet used it himself without disclosure. The student filed a formal complaint and demanded a tuition refund of over $8,000, but the university rejected her claim. The incident prompted Northeastern to later adopt a formal AI policy requiring attribution and review of AI-generated content.

Company involved
Northeastern University

2 source articles · read the reporting →

WF-7SZLK41 Jan 2024

Ex-Pikesville athletic director used AI deepfake to impersonate principal

Dazhon Darien, former athletic director at Pikesville High School, used artificial intelligence to create a deepfake audio clip in 2024 that made it appear as though principal Eric Eiswert made racist and antisemitic comments. The clip spread widely online, severely damaging Eiswert's reputation. Darien was arrested and later pleaded guilty to unrelated child sex crimes. Eiswert sued Baltimore County Public Schools and reached a settlement.

Company involved
Baltimore County Public Schools

7 source articles · read the reporting →

WF-LKG3VJ1 Sep 2014

Google and Delphi Self-Driving Cars Involved in Minor Accidents in California

Four self-driving cars in California have been involved in accidents since September 2014, when the state began issuing testing permits. Two occurred while the cars were in autonomous mode, and two while a human was driving. Google and Delphi, the companies operating the vehicles, stated that their cars were not at fault and that the collisions were minor, with no injuries. The accidents have raised concerns about transparency, as details are kept confidential under state law.

Company involved
Google Inc. and Delphi Automotive

10 source articles · read the reporting →

iTutorGroup to Pay $365,000 to Settle EEOC Discriminatory Hiring Suit

The system automatically rejected tutor applicants aged 55+ (women) or 60+ (men).

Company involved
iTutorGroup

1 source article · read the reporting →

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