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.
284 incidents closest to “Turnitin Clarity” · matched on meaning · public reporting
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 →
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 →
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.
2 source articles · read the reporting →
Chris Robinson, then 75, applied for a senior living apartment in California. The property manager used an AI screening program from TransUnion, which assigned him a low score based on a mistaken conviction for littering that belonged to a different person with the same name in Texas. Robinson lost the apartment and his application fee. A federal class-action lawsuit against TransUnion moved toward a $11.5 million settlement in 2023.
10 source articles · read the reporting →
A paper claiming to be entirely written by Elon Musk's Grok 3 AI questioned human-induced global warming and was widely shared as peer-reviewed research. Experts said the paper relied on a single outlier solar reconstruction that was found to be made up, and that the AI cannot reason. Grok's official account later said it did not write the paper, called it scientifically unsound, and said its name was used without involvement. The co-authors, including climate contrarian Willie Soon, have not responded to requests for comment.
5 source articles · read the reporting →
Bloomberg has reported that Adobe's Firefly image generator was trained using thousands of images from competitor Midjourney. Adobe says these made up about 5% of the training data and were part of the Adobe Stock library. The company has marketed Firefly as ethically trained and offered enterprise customers indemnity against copyright claims. Adobe responded that all Adobe Stock images undergo moderation, but the report has raised questions about Firefly's copyright safety.
7 source articles · read the reporting →
YouTube announced an experiment on select Shorts using traditional machine learning to unblur, denoise, and improve clarity during processing. Creators reported that this altered their videos' appearance without an opt-out option, and some accused YouTube of misleading about the use of AI. YouTube acknowledged the experiment and said it would consider feedback, but did not offer a rollback or opt-out.
7 source articles · read the reporting →
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.
2 source articles · read the reporting →
Steve Rosenbaum's book 'The Future of Truth' was found to contain AI-generated and misattributed quotes. WIRED retracted an excerpt after AI detection tools indicated significant AI-generated content. Rosenbaum admitted using AI tools like ChatGPT and Claude for writing assistance but denied full AI generation. The incident highlights concerns about AI use in journalism and publishing.
2 source articles · read the reporting →
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.
2 source articles · read the reporting →
The Ninth Circuit sanctioned immigration attorneys from Sethi Law Group after they filed briefs containing AI-generated false cases and quotations. The court imposed monetary sanctions, a six-month suspension from Ninth Circuit practice, and referred the matter to the California State Bar. The court also required future filings to disclose AI use and certify that all citations were verified. The case is Lnu v. Blanche.
2 source articles · read the reporting →
In Withers v. City of Aberdeen, a contract dispute, both sides' attorneys submitted briefs containing fabricated case citations generated by AI tools. The court identified six non-existent citations and sanctioned all four attorneys, revoking pro hac vice admissions, imposing fines, and referring them to state bars. The drafting attorneys had used AI research and drafting tools without verifying outputs, while local counsel signed filings without review. The ruling emphasises that attorneys cannot delegate verification duties to AI and that ignorance of AI risks is no defence.
2 source articles · read the reporting →
Privacy International filed complaints against Clearview AI with five European data protection authorities in May 2021, alleging that the company's scraping of facial images from the web and building a biometric database without consent violates data protection laws. The regulators in the UK, France, Italy, Greece, and Austria have since found Clearview's practices unlawful, imposed fines, and ordered deletion of data. Clearview has appealed the UK fine, and the case is ongoing.
10 source articles · read the reporting →
Illustrator Chris Mould withdrew from the Bradford Literature Festival after learning that the festival used AI-generated images for its publicity. Mould, who was due to hold a masterclass, said the use of AI undermined his work and his message about creative careers. The festival acknowledged it should have been more explicit about the use of AI tools.
5 source articles · read the reporting →
An internal Facebook program called XCheck granted special treatment to millions of high-profile users, including former President Donald Trump and Senator Elizabeth Warren, exempting them from content enforcement rules. The program, initially for quality control, was expanded to whitelist users deemed newsworthy or PR-risky, with the system failing to enforce rules against them. Internal documents revealed that the program made mistakes, often wrongly taking action against high-profile users. Facebook has attempted to phase out the practice but has struggled.
10 source articles · read the reporting →
Clearview AI has agreed to stop selling its facial recognition database to most private US companies as part of a proposed settlement with the ACLU. The company scraped billions of images from social media without consent to build its database, violating Illinois' Biometric Information Privacy Act. The settlement requires Clearview to delete old facial vectors and allow Illinois residents to opt out. The company can still sell its technology to law enforcement and government agencies.
8 source articles · read the reporting →
In January 2026, researchers at Giskard exploited a deployment of OpenClaw, an open-source agentic AI. They found that architectural weaknesses in the Control UI and session management allowed prompt injection and unauthorized tool use, leading to potential data leakage across user sessions. The article outlines hardening steps to prevent such vulnerabilities.
6 source articles · read the reporting →
Anthropic's Claude large language model was weaponized by attackers to compromise numerous Mexican government agencies over a month-long campaign starting December 2025. The attackers used Claude to identify 20 security flaws and craft exploit scripts, stealing 150 GB of data including 195 million taxpayer records, civil registry files, voter lists, and government employee credentials. Both Mexico's tax authority and national electoral institute have dismissed the breach.
5 source articles · read the reporting →
Pankaj posted on X that he had set up an AI-powered kitchen monitor, using Claude Haiku 4.5 as its vision model, to watch his cook while she worked. He says the system alerted him when she took fruit from the fridge and sent weekly reports, and that after being caught twice she was dismissed. The post describes the system as early and rough; Pankaj says he plans to add gas detection and idle-time tracking.
5 source articles · read the reporting →
A 15-year-old student at Deltona High School wrote a threat on his school laptop, which was flagged by the Gaggle monitoring system. The alert notified a school resource deputy, who detained the student before he could leave. The teen admitted to the threat, saying he was angry about being bullied, and was arrested on a second-degree felony charge.
1 source article · read the reporting →
The smart glasses recorded bystanders without their consent and sent the footage to Meta for AI training.
1 source article · read the reporting →
Several UK schools, including St Joseph's College in Stoke-on-Trent, have installed Halo Smart Sensors in toilets that use machine learning to detect keywords such as 'help me' and 'stop it'. The sensors trigger alerts to staff when keywords are detected, aiming to crack down on vaping and bullying. Privacy advocates argue the sensors violate children's privacy and may be unlawful. The schools have not sought parental consent for the monitoring.
4 source articles · read the reporting →
A generative AI tool drafted a temporary restraining order in Jackson Federation of Teachers v. Fitch containing fabricated parties, declarations, and statutory language, affecting the state of Mississippi and the plaintiffs.
1 source article · read the reporting →
Evolv Technology, maker of AI-powered weapons scanners, backtracked on claims that its system had been tested by the UK government's National Protective Security Authority. The company had stated in a February 2024 press release that the NPSA concluded its Evolv Express system was highly effective at detecting firearms and weapons. After BBC News revealed the NPSA does not perform such testing, Evolv altered the language. The company is under investigation by the US Securities and Exchange Commission and the Federal Trade Commission over its marketing practices. Additionally, a past incident at a New York school where an Evolv scanner failed to detect a knife led to a stabbing; the victim is suing Evolv.
3 source articles · read the reporting →
