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.
44 incidents closest to “Turnitin Clarity” · matched on meaning · public reporting
The system flagged student assignments as AI-generated, potentially leading to academic misconduct accusations.
1 source article · read the reporting →
A student at Furman University allegedly used OpenAI's ChatGPT to generate an essay for an upper-level philosophy class. Professor Darren Hick detected the AI-generated text using the GPTZero detection tool. The incident highlights growing concerns about AI-assisted cheating in schools, with some districts like Los Angeles Unified blocking the chatbot.
10 source articles · read the reporting →
一名学生在法庭上推翻 AI 作弊指控，另外三人败诉 - Pasquale Pillitteri
New York's Nassau County Supreme Court vacated Adelphi University's disciplinary action against student Orion Newby, who had been accused of using AI, finding the university's conclusion lacked a reasonable basis and that it had ignored exculpatory evidence and his disability status. In three other recent cases, courts upheld decisions by schools or universities.
1 source article · read the reporting →
The AI-generated performance evaluation contributed to the teacher's termination.
1 source article · read the reporting →
15歲使用者實測揭漏洞：青少年版ChatGPT難擋宿題代寫，反覆要求即破解 - BigGo 財經
A 15-year-old tester found that OpenAI's ChatGPT for Teens, launched in August, initially refused to write essays but generated full examples after repeated requests. It also immediately solved SAT-level math problems. Parental controls require account linking and are off by default, while experts warn the memory feature could lead to emotional attachment.
1 source article · read the reporting →
The AI detector flagged Provost Santiago Schnell's op-eds and academic articles as AI-written, potentially damaging his reputation and credibility.
1 source article · read the reporting →
The University of Illinois at Urbana-Champaign announced it will not renew its emergency contract with Proctorio, an online proctoring software, citing significant accessibility, privacy, and equity concerns. Students reported that the AI system unfairly flagged individuals with disabilities, nonwhite students, and those wearing headscarves as suspicious during exams. The decision follows student petitions and campaigns against the software, which they described as invasive spyware. The university is exploring alternative assessment methods.
6 source articles · read the reporting →
Year 5 students at Waverley College and Kambala in Sydney were required to resit their NAPLAN writing exams after a technical glitch enabled Apple's predictive text and spellcheck features during the test. The issue was discovered by a teacher and students, and the schools reported it to NESA and ACARA. The students were given a new prompt and completed the test the following Monday. An ACARA spokesman stated the problem was not widespread, with over 880,000 tests submitted successfully.
2 source articles · read the reporting →
Newfoundland and Labrador's $1.6 million Health Human Resources Plan, authored by Deloitte, contains at least four citations to research papers that do not exist, likely generated by artificial intelligence. The errors were discovered after the report was published by the Department of Health and Community Services in May. Researchers named in the false citations confirmed their work was misattributed and the papers are nonexistent. The provincial government and Deloitte have not responded to questions about the report.
3 source articles · read the reporting →
Professor Cath Ellis, a pro vice chancellor at Western Sydney University, used Microsoft Copilot to write an opinion piece defending universities against claims of devalued qualifications. The piece was published by The Sydney Morning Herald and The Age, but academics noticed AI-generated language patterns. The newspapers removed the article after learning AI was used without disclosure, and the university defended the use as appropriate.
1 source article · read the reporting →
The University of Toronto continued using ProctorU and Examity exam monitoring software despite reports that the facial recognition technology fails to identify BIPOC students, causing stress and delays. Students like Maame Adjoa experienced the AI system being unable to verify their identity, requiring manual intervention. The university acknowledged the equity concerns but has not banned the software, while ProctorU stated that human proctors make final decisions. The issue has drawn criticism from US senators and researchers who highlight built-in bias in AI facial recognition.
1 source article · read the reporting →
Grammarly, operated by Superhuman, disabled its Expert Review AI feature that offered writing suggestions in the style of famous authors like Stephen King and Julia Angwin. The tool used writers' names and personas without consent, leading to a class-action lawsuit filed in New York alleging misappropriation of identities for commercial gain. Investigative journalist Julia Angwin described the imitation as a 'slopperganger' that gave poor advice. Superhuman's CEO apologised, acknowledging the tool had 'misrepresented' the voices of experts, and the company removed it for redesign.
5 source articles · read the reporting →
Moira Olmsted, a student at Central Methodist University, submitted a written assignment and received a zero grade after her professor said an AI detection tool flagged her work as AI-generated. Olmsted alleges the accusation was false and that her writing had been flagged at least once before. The incident highlights the risk of AI detectors falsely accusing students of cheating.
1 source article · read the reporting →
A Washington Post test of Turnitin's new AI writing detector found it erroneously flagged 8% of a high school student's original essay as likely generated by ChatGPT. The student, Lucy Goetz, had not used AI, raising concerns about false accusations of cheating. Turnitin acknowledged the issue and added a caution flag, but educators worry about the potential for baseless academic-integrity investigations. The incident highlights the challenges of detecting AI-generated text and the need for careful human review.
1 source article · read the reporting →
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.
1 source article · read the reporting →
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.
5 source articles · read the reporting →
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.
5 source articles · read the reporting →
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.
10 source articles · read the reporting →
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.
10 source articles · read the reporting →
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.
10 source articles · read the reporting →
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.
6 source articles · read the reporting →
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.
10 source articles · read the reporting →
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.
10 source articles · read the reporting →
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.
10 source articles · read the reporting →
