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

68 incidents closest to “Turnitin Clarity” · matched on meaning · public reporting

WF-JQCMUE1 Oct 2024

Alaska Education Commissioner Used AI to Draft Policy, Resulting in False Citations

Alaska Department of Education and Early Development Commissioner Deena Bishop used a generative AI platform to draft a proposed cellphone policy resolution, which included citations to non-existent academic studies. The document was posted on the state website and presented to the state Board of Education without disclosing AI use. After inquiries from the Alaska Beacon, the department corrected the citations, but some false references remained in the adopted resolution. The incident highlights the risks of AI-generated misinformation in government decision-making.

Company involved
Alaska Department of Education and Early Development

1 source article · read the reporting →

Chicago Tribune sues Perplexity AI for copyright infringement

Chicago Tribune Company, LLC filed a lawsuit against Perplexity AI, Inc. in the Southern District of New York on December 4, 2025. The complaint alleges copyright infringement under 17 U.S.C. § 501. The case is assigned to Judge Loretta A. Preska.

Company involved
Perplexity AI, Inc.

5 source articles · read the reporting →

WF-X3F8971 Jan 2019

Curtin University lobbies for retraction of unethical Uyghur facial recognition study

Curtin University has repeatedly urged publisher Wiley to retract a study that used facial recognition technology to identify Uyghur and Tibetan minorities. The research, conducted by Associate Professor Wan-Quan Liu, breached ethical codes including failure to obtain informed consent and approval. The university has since strengthened its oversight of informal research activities. The publisher is now reconsidering its decision to keep the article online.

Company involved
Curtin University

9 source articles · read the reporting →

WF-QY8DEQ26 Jun 2025

Hanoi students caught using AI to cheat in graduation exam

Two students in Hanoi used mobile phones to photograph questions from the national high school graduation exam and submitted them to AI apps like StudyX, Gemini, and ChatGPT for answers. Proctors detected the cheating, and the students were suspended. Hanoi police are investigating the incident, which has raised concerns about exam security and integrity. The students face disqualification and possible administrative or criminal penalties.

AI system involved
StudyX, Gemini, ChatGPT

2 source articles · read the reporting →

WF-R36DDB15 May 2023

Texas A&M Professor Uses ChatGPT to Falsely Accuse Students of Cheating

Jared Mumm, an instructor at Texas A&M University–Commerce, used ChatGPT to check if students' writing was AI-generated, leading him to accuse them of using the chatbot. He informed students they would receive an incomplete grade and those deemed guilty would get a zero, causing distress and temporarily withholding one student's diploma. The university investigated and stated that no students failed or were barred from graduating, and the professor is working individually with students to resolve the issue.

Company involved
Texas A&M University–Commerce
AI system involved
ChatGPT

5 source articles · read the reporting →

WF-3TIT2N11 Mar 2026

Bunce v. Visual Technology Innovations (2) (E.D. Pennsylvania): AI-hallucinated content in court filing, Monetary Sanction, Additional CLE

The AI generated fabricated legal citations in a court filing, misleading the court and opposing counsel.

Company involved
Mr. Rajan

1 source article · read the reporting →

WF-PSVH5S20 Feb 2023

Clarkesworld Magazine Closes Submissions Due to AI-Generated Story Flood

Clarkesworld Magazine announced on February 20, 2023 that it was closing submissions due to a surge in AI-generated stories, primarily from individuals using ChatGPT. The magazine's editor, Neil Clarke, stated that the influx was driven by 'side hustle' influencers promoting easy money, and that existing guidelines banning AI-written works were being ignored. The magazine is exploring solutions but has not set a reopening date, and the closure affects all potential authors.

Company involved
Clarkesworld Magazine
AI system involved
ChatGPT

3 source articles · read the reporting →

WF-FB00CQ1 Dec 2017

Australian education ministers scrap NAPLAN robot marking

The Education Council decided not to use automated essay scoring for NAPLAN writing tests, dropping a proposal by ACARA to have computers mark English tasks. Teachers' unions had campaigned against the plan, and an academic warned that the software would reward verbose gibberish and could not assess creativity. The decision was made in December 2017 and announced in January 2018.

Company involved
Australian Curriculum, Assessment and Reporting Authority (ACARA)

10 source articles · read the reporting →

WF-UA3F8P10 Dec 2025

Florida school locked down after AI surveillance mistakes clarinet for gun

An AI-powered surveillance system at a Seminole County middle school in Florida falsely identified a clarinet as a gun, triggering a lockdown and police response. The system detected a person in camouflage holding what it classified as a shouldered rifle, but it was actually a musical instrument. The incident highlights concerns about the reliability of AI gun detection in schools. No injuries were reported.

Company involved
Seminole County middle school

1 source article · read the reporting →

WF-XBXRUJ18 Apr 2022

Intel and Class Technologies face criticism over emotion-detecting AI for students

Intel partnered with Class Technologies to use an AI system that analyses student emotions during Zoom classes to provide insights to teachers. Critics, including educator Todd Richmond, argued that facial expressions are not reliable indicators of internal states and that the system amounts to pseudoscience. The article reports these criticisms as allegations, not as proven fact. No specific incident of harm or regulatory action is reported.

Company involved
Intel
AI system involved
Class Technologies face-reading AI

10 source articles · read the reporting →

WF-VHZSJ54 Jul 2025

Deloitte to refund Australian government after AI-generated report errors

Deloitte used generative AI (Azure OpenAI GPT-4o) to help produce an independent assurance review for Australia's Department of Employment and Workplace Relations. The report, published in July 2025, contained multiple errors including non-existent academic references and a fabricated court case. After the errors were flagged, Deloitte acknowledged the AI use and agreed to refund the final instalment of the A$439,000 contract. The report was corrected, but its substance and recommendations remained unchanged.

Company involved
Deloitte
AI system involved
Azure OpenAI GPT-4o

5 source articles · read the reporting →

RFK Jr.'s MAHA Report Riddled with AI-Generated Fake Citations

An investigation found dozens of errors in the White House's 'Make America Healthy Again' commission report, including broken links, wrong authors, and entirely fictitious sources. The presence of 'oaicite' markers in URLs strongly suggests that ChatGPT was used to generate citations, leading to AI hallucinations. The White House described the errors as a 'formatting issue' and updated the report to correct some of them, while defending the report's substance.

Company involved
U.S. Department of Health and Human Services
AI system involved
ChatGPT

3 source articles · read the reporting →

WF-961A0L1 Dec 2018

Educational Testing Service's E-rater algorithm biases essay scores against minority students

The Educational Testing Service's E-rater algorithm, used to grade essays on the GRE and other standardized tests, has been found to systematically give higher scores to students from mainland China and lower scores to African American students compared to human graders. The bias stems from the algorithm's reliance on surface-level metrics like vocabulary and sentence length, which disadvantage certain groups. Despite studies dating back to 1999, the bias persists, and in many states, only a small percentage of essays are reviewed by humans.

Company involved
Educational Testing Service
AI system involved
E-rater

10 source articles · read the reporting →

WF-TNB7Q615 Oct 2024

NSW Education Standards Authority used AI-generated image in HSC English exam without disclosure

The NSW Education Standards Authority (NESA) used an AI-generated image as a stimulus in the 2024 HSC English exam without disclosing its origin. The image, created by Florian Schroeder using OpenAI's ChatGPT and Dall-E 2, was published on Medium in July 2023. Students suspected AI use due to irregularities in the image, and NESA initially declined to confirm. After the Sydney Morning Herald confirmed the image was AI-generated, NESA stated that students would be marked on their response to the question, not the image's origin.

Company involved
NSW Education Standards Authority
AI system involved
ChatGPT and Dall-E 2

6 source articles · read the reporting →

WF-8VKXFD28 Jun 2020

UBC students raise concerns over Proctorio's privacy breach and discrimination

The University of British Columbia (UBC) uses Proctorio, an algorithmic test proctoring software, for remote exams. In June 2020, a UBC student reported an issue with Proctorio, and the company's CEO released the student's support chat logs, sparking privacy concerns. The AMS of UBC published an open letter alleging that Proctorio discriminates against students of colour, those with disabilities, and other groups by flagging 'abnormal' behaviours and denying access. The letter calls on UBC to end its contract with Proctorio and conduct an external audit.

Company involved
University of British Columbia
AI system involved
Proctorio

10 source articles · read the reporting →

WF-W8MY6X1 Sep 2020

Middle schooler beats Edgenuity grading algorithm to get perfect score

A seventh-grade student in the Los Angeles Unified School District received a failing grade on a history assignment graded by Edgenuity's automated scoring algorithm. With help from his mother, a history professor, he reverse-engineered the algorithm by writing a paragraph with relevant keywords and a jumble of words, earning a perfect score. The incident highlights concerns about the accuracy and fairness of automated grading systems in education.

Company involved
Los Angeles Unified School District
AI system involved
Edgenuity

10 source articles · read the reporting →

WF-XH2W9I1 Sep 2020

Proctortrack data breach exposed student data from online proctoring

Proctortrack, an online proctoring service used by universities, suffered a data breach in September 2020 when its source code was leaked online. An analysis by Consumer Reports found that the code contained hard-coded passwords and exposed the names and email addresses of over 150 students. The company acknowledged the leak but said no harm resulted. Students had been required to use the software, which performed facial recognition and recorded video during exams.

Company involved
Proctortrack
AI system involved
Proctortrack

10 source articles · read the reporting →

WF-PEFP2L8 Sep 2020

Proctorio's exam proctoring system allows human agents to review student feeds despite privacy claims

A security researcher analyzed Proctorio's Chrome extension and found evidence that the system allows human agents to review students' room scans and live ID checks, contrary to Proctorio's claims that only professors can access recordings. The system flags students based on behavioral metrics and can terminate exams. The researcher also raised concerns about discrimination against low-income students and privacy violations.

Company involved
Proctorio
AI system involved
Proctorio

10 source articles · read the reporting →

WF-SD7T9128 Sep 2020

Student flagged by ProctorU for reading aloud during exam

A college student, Dana Jo, was flagged by ProctorU test proctoring software for talking during an exam, which she says was reading a question aloud. Her professor initially gave her a zero and placed an academic infraction on her record, jeopardizing her scholarships. After reviewing a video recording, the professor apologized, reinstated her grade, and removed the infraction. ProctorU's CEO stated that the incident highlights the importance of video recordings for review.

Company involved
University (not named)
AI system involved
ProctorU

5 source articles · read the reporting →

Clearview AI tested facial recognition surveillance cameras with UFT and Rudin

Clearview AI, the facial recognition company that scraped billions of photos from social media, developed a surveillance camera system under the name Insight Camera. The system was tested by the United Federation of Teachers and Rudin Management in New York City. The UFT used it to identify individuals who had made threats and prevent them from entering its offices. Clearview did not respond to requests for comment.

Company involved
Clearview AI
AI system involved
Insight Camera

9 source articles · read the reporting →

WF-701YEA11 Mar 2021

UW-Madison disables Honorlock after skin tone recognition failure

The University of Wisconsin-Madison disabled the exam pause feature of its Honorlock anti-cheating software in March 2021 after three students complained that the software failed to recognize their darker skin tones and paused their exams. The software, used since online classes began, automatically pauses exams when it cannot detect facial features. Honorlock denied the issue was related to skin tone, attributing it to students looking away from their webcams. The university responded by disabling the feature.

Company involved
University of Wisconsin-Madison
AI system involved
Honorlock

10 source articles · read the reporting →

Adobe uses Creative Cloud user data to train AI

Adobe's content analysis feature may scan Creative Cloud and Document Cloud files to train machine learning models, including object recognition in Lightroom and Liquid Mode in Acrobat. The company says it may analyze images, audio, video, text and other documents stored on its servers. Adobe offers an opt-out in account privacy settings, but the article notes the company did not ask first.

Company involved
Adobe
AI system involved
Content analysis

10 source articles · read the reporting →

WF-HY5JT527 Nov 2024

Tow Center finds ChatGPT Search misattributes publisher content

The Tow Center for Digital Journalism tested ChatGPT Search with 200 block quotes from 20 publishers and found 153 partially or fully incorrect citations. The chatbot often conjured responses when it could not access content, sometimes citing plagiarized or syndicated versions. OpenAI responded that the study was atypical and that it supports publishers with clear links and attribution.

Company involved
OpenAI
AI system involved
ChatGPT Search

6 source articles · read the reporting →

WF-3UCXWE1 Jul 2023

Study finds Midjourney, DALL-E 2, Stable Diffusion accept over 85% of fake news prompts

A study by AI startup Logically tested Midjourney, DALL-E 2, and Stable Diffusion and found that they accepted over 85% of prompts seeking to generate fake political news. The systems generated images of ballot stuffing, small boat arrivals, and explosions. Logically warned that the lack of moderation could pose threats to upcoming elections. Stability AI responded by stating its ethical use license and measures to prevent misuse.

Company involved
Midjourney, OpenAI, Stability AI
AI system involved
Midjourney, DALL-E 2, Stable Diffusion

8 source articles · read the reporting →

← Newerpage 2 of 3Older →