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.

Clear

188 incidents closest to “Turnitin Similarity” · matched on meaning · public reporting

AI detectors falsely flag non-native English speakers' essays as AI-generated

A study by Stanford researchers found that seven popular AI text detectors wrongly flagged over half of essays written by non-native English speakers as AI-generated. The detectors assess text perplexity, and non-native speakers' simpler word choices lead to false positives. The researchers warn that this bias could have serious implications for students and job applicants, potentially leading to discrimination.

9 source articles · read the reporting →

WF-JL5IZ31 Dec 2023

Singapore writers reject government plan to use their work for AI training

The Singaporean government's National Multimodal LLM Programme (NMLP) requested permission from local writers to use their copyrighted works to train a large language model aimed at reducing Western bias. Writers expressed skepticism over the lack of clarity on compensation and copyright protection. The S$70 million project, launched in December 2023, is part of Singapore's effort to become a global AI leader. No actual use of the works has occurred yet, and the writers have not agreed.

Company involved
Singapore government (National Multimodal LLM Programme)
AI system involved
National Multimodal LLM (NMLP)

2 source articles · read the reporting →

UN warns AI technology used to distort Holocaust history

The UN's education body Unesco warned that AI tools such as ChatGPT, Gemini and Bard are being used to generate false narratives about the Holocaust, including invented events and fabricated witnesses. The report highlights instances where hackers rigged chatbots to spread Nazi ideology and AI models created deepfakes of historical figures. Unesco called for ethical safeguards and education to counter the spread of anti-Semitism.

9 source articles · read the reporting →

OpenAI and Anthropic ignore robots.txt to scrape web content for training data

OpenAI and Anthropic have been found to be ignoring or circumventing the robots.txt rule that prevents automated scraping of websites, according to a person with knowledge of TollBit's analytics. The AI companies are bypassing blocks to their web crawlers GPTBot and ClaudeBot to retrieve all content from publishers' websites for model training. The practice undermines the long-standing web standard and raises concerns about copyright infringement.

Company involved
OpenAI, Anthropic
AI system involved
ChatGPT, Claude

10 source articles · read the reporting →

Center for Investigative Reporting Sues OpenAI, Microsoft Over Copyright

The Center for Investigative Reporting, publisher of Mother Jones and Reveal, has filed a lawsuit against OpenAI and Microsoft in federal court, alleging the companies used its copyrighted articles without permission or compensation to train their AI products. The nonprofit argues that the AI-generated summaries of its stories threaten journalism and violate the Copyright Act and the Digital Millennium Copyright Act. The case is pending in the U.S. District Court for the Southern District of New York.

Company involved
OpenAI and Microsoft

6 source articles · read the reporting →

WF-CQREJ01 Apr 2021

Proctorio anti-cheating software failed to catch student cheaters in study

Researchers at the University of Twente in the Netherlands tested Proctorio, an anti-cheating software, by asking 30 computer science students to sit an exam while six of them cheated. Proctorio did not flag any of the cheaters and flagged some honest students for irregular behaviour. An independent human review caught only one of the six cheaters. Proctorio disputed the study's methodology and cited other research.

Company involved
Proctorio
AI system involved
Proctorio

5 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-HDB4PQ22 Jul 2024

Tomato Novel retracts proposal to use authors' works for AI training

Tomato Novel, a Chinese online novel platform affiliated with ByteDance, proposed a protocol allowing creators' works to be used for AI training. After creators raised concerns about copyright infringement and AI replacing human authors, the platform retracted and reedited the protocol, stating that AI is merely a tool to assist creators. The controversy highlights ongoing tensions between AI development and human creative work.

Company involved
Tomato Novel

2 source articles · read the reporting →

WF-C7X63S22 Jul 2024

Condé Nast accuses Perplexity of plagiarism in cease-and-desist letter

Condé Nast, the media conglomerate, sent a cease-and-desist letter to AI search startup Perplexity, accusing it of plagiarism for using content from its publications in AI-generated responses without permission. The letter demands that Perplexity stop using the content. Perplexity has been criticized for ignoring robots.txt and scraping content. The incident highlights ongoing tensions between publishers and AI companies over unauthorized use of content.

Company involved
Perplexity
AI system involved
Perplexity

4 source articles · read the reporting →

WF-ALQMVH1 Mar 2025

OpenAI's ChatGPT and Sora exhibit caste bias in India

An MIT Technology Review investigation found that OpenAI's ChatGPT and Sora models reproduce harmful caste stereotypes. When Dhiraj Singha used ChatGPT to polish a fellowship application, the system changed his surname to a high-caste one, causing him psychological distress. Tests showed the models consistently associated Dalits with negative stereotypes and menial jobs, while associating Brahmins with positive traits. OpenAI did not answer questions about the findings.

Company involved
OpenAI
AI system involved
ChatGPT

6 source articles · read the reporting →

WF-0TL85K1 Mar 2024

AfD used AI-generated images for political propaganda on TikTok

In the months before the 2024 European elections, Alternative für Deutschland (AfD) politician Maximilian Krah used AI-generated images on TikTok to create false visual evidence of fictional families, staged nationalist demonstrations, and immigration threats. The AI-generated content was posted to amplify anxieties around migration and cultural identity, with over 1.3 million views across 28 thumbnails. The article alleges that the AfD continued this practice after the elections, weaponizing AI to deepen political divides.

Company involved
Alternative für Deutschland (AfD)

5 source articles · read the reporting →

WF-91MFNQ30 Jun 2023

OpenAI's GPT-4 shows performance decline, study finds

A study by researchers at Stanford University and UC Berkeley found that OpenAI's GPT-4 model performed significantly worse on some tasks in June than in March, including a drop in accuracy on identifying prime numbers from 97.6% to 2.4%. The cause of the decline is unknown. OpenAI's vice-president of product, Peter Welinder, denied that the model had been made dumber, saying each new version is smarter than the previous one.

Company involved
OpenAI
AI system involved
GPT-4

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 →

Audit of RisCanvi finds biases and reliability issues in criminal justice system

Eticas conducted an adversarial audit of RisCanvi, an AI risk assessment tool used in Catalonia's criminal justice system. The audit uncovered biases in risk classifications against specific demographics and significant reliability issues. The findings call for fairer practices in criminal justice AI.

Company involved
Catalonia's criminal justice system
AI system involved
RisCanvi

4 source articles · read the reporting →

WF-U2BZCH1 Dec 2024

BBC study finds AI chatbots produce inaccurate news summaries

A BBC study found that four major AI chatbots – ChatGPT, Copilot, Gemini and Perplexity – produced inaccurate summaries of BBC news articles. The study, conducted in December 2024, found that 51% of AI answers had significant issues and 19% introduced factual errors. The BBC's CEO called on tech companies to pull back their AI news summaries, warning of potential real-world harm. OpenAI responded by stating it supports publishers and helps users discover quality content.

Company involved
OpenAI, Microsoft, Google, Perplexity
AI system involved
ChatGPT, Copilot, Gemini, Perplexity

5 source articles · read the reporting →

Thomson Reuters wins copyright lawsuit against AI startup Ross Intelligence

In 2020, Thomson Reuters filed a copyright lawsuit against legal AI startup Ross Intelligence, alleging that Ross reproduced materials from its Westlaw legal research service. In February 2025, a US District Court judge ruled in Thomson Reuters' favor, finding that Ross infringed copyright and that fair use did not apply. Ross Intelligence had shut down in 2021 due to litigation costs.

Company involved
Ross Intelligence
AI system involved
Ross Intelligence

4 source articles · read the reporting →

WF-5TENXX1 Aug 2023

Vanderbilt, Northwestern and University of Texas stop using Turnitin AI detector over false cheating accusations

Several US universities, including Vanderbilt, Northwestern and the University of Texas, have stopped using Turnitin's AI detection tool over concerns that it falsely marks student essays as written by ChatGPT. Vanderbilt estimated that the tool's 1% false-positive rate could have wrongly labelled about 750 of 75,000 papers submitted last year. A Texas professor came under fire for failing half his class after the software identified their essays as AI-generated. Turnitin said its technology is not meant to replace educators' professional discretion.

Company involved
Multiple universities (Vanderbilt University, Northwestern University, University of Texas)
AI system involved
Turnitin's AI detection tool

9 source articles · read the reporting →

WF-LIDYZZ1 Jan 2025

UK universities detect deepfake applicants in automated interviews

Some UK universities use Enroly's automated online interviews to screen international student applicants. Enroly detected about 30 cases of deepfake attempts out of 20,000 interviews during the January 2025 intake. The deepfakes used AI-generated images and audio to replace applicants' faces and voices. Enroly stated it caught the attempts using real-time detection methods.

Company involved
UK universities
AI system involved
Enroly

5 source articles · 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 →

Hollywood studios accuse ByteDance's Seedance 2.0 of mass copyright infringement

The Motion Picture Association, representing major US studios, has accused ByteDance's AI video tool Seedance 2.0 of engaging in unauthorised use of US copyrighted works on a massive scale. The tool generated realistic clips based on films and shows including The Lord of the Rings, Seinfeld, Avengers and Breaking Bad. ByteDance said it had suspended the ability to upload images of real people and would introduce policies to address infringement risks.

Company involved
ByteDance
AI system involved
Seedance 2.0

6 source articles · read the reporting →

WF-PQ8NMX1 Jan 2022

Stable Diffusion Accused of Stealing Artists' Styles Without Consent

Artists including Greg Rutkowski and Karla Ortiz allege that Stability AI's image generator Stable Diffusion was trained on their work without permission, enabling users to create images mimicking their distinctive styles. The artists express concern that this threatens their livelihoods and identities, as their names become prompts for generating similar art. A tool is being developed to help protect artists from such unauthorised use, but the situation remains unresolved.

Company involved
Stability AI
AI system involved
Stable Diffusion

10 source articles · read the reporting →

School AI surveillance like Gaggle can lead to false alarms, arrests

AI surveillance tools used in schools, such as Gaggle, GoGuardian and Bark, are reported to generate false alarms that have led to student arrests. The article examines cases where automated monitoring flagged innocent behaviour as threats, causing harm to students and families.

2 source articles · read the reporting →

WF-KDR49223 Dec 2025

Greater Noida Student Dies After School Alleges AI Cheating

A 16-year-old student in Greater Noida died by suicide on 23 December 2025 after school authorities questioned her over suspected use of AI tools during a pre-board exam. Her father alleges that teachers and the principal publicly humiliated her, causing severe emotional distress, and has filed a police complaint for abetment of suicide. The school denies harassment, stating they followed CBSE protocols, and has provided CCTV footage to police. The incident is under investigation.

1 source article · read the reporting →

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