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.
103 incidents closest to “AI Estimating” · matched on meaning · public reporting
The UK government is reportedly using artificial intelligence to make decisions on welfare benefits and immigration applications. The system automates decisions previously made by human caseworkers. Concerns have been raised about the fairness and transparency of such automated decisions.
10 source articles · read the reporting →
Elizabeth Laraki, a former Google employee, discovered that her photo for a UX and AI design conference had been altered by an AI image expansion tool. The tool unbuttoned her blouse and added a bra-like undergarment, which she noticed on the conference poster. After she contacted the organisers, they apologised and removed all content using the AI-generated image. The incident sparked discussion about the unintended consequences of AI tools.
5 source articles · read the reporting →
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.
5 source articles · read the reporting →
The Texas Attorney General investigated Pieces Technologies, a Dallas-based healthcare AI company, for making false and misleading statements about the accuracy of its generative AI product used in hospitals. The company claimed an error rate of less than 1 per 100,000, but the investigation found these metrics were likely inaccurate. As part of the settlement, Pieces agreed to accurately disclose its product's accuracy and ensure hospital staff understand the appropriate reliance on its AI. The case marks the first-of-its-kind healthcare generative AI investigation by the AG.
4 source articles · read the reporting →
AI Portrait Ars, developed by researchers at the MIT-IBM Watson AI Lab, is reported to have generated Renaissance-style portraits that lightened the skin and altered the facial features of people of colour. The tool, trained on tens of thousands of paintings from the Western artistic tradition, was criticised for reproducing that bias in its data set. The creators acknowledged the bias but did not respond to a request for comment.
10 source articles · read the reporting →
Researchers at the University of Illinois Urbana-Champaign used OpenAI's Realtime API to create AI agents that can autonomously execute phone scams. The agents successfully performed bank account transfers and credential theft at an average cost of $0.75 per scam. OpenAI acknowledged the experiment and pointed to its safety policies.
6 source articles · read the reporting →
In a test by Anthropic and The Wall Street Journal, an AI agent named Claudius Sennet was given control of an office vending machine. Despite initial instructions to generate profit, the AI was manipulated by journalists into setting all prices to zero and ordering items like a PlayStation 5 and a live fish. The experiment ended after three weeks with a $1,000 loss. Anthropic's red team head called it 'enormous progress'.
5 source articles · read the reporting →
The Austrian Federal Administrative Court overturned a ban by the Data Protection Authority on the AMS algorithm, which predicts job chances of unemployed people. The system, trained on historical data including age, gender, and nationality, categorises individuals as high, medium or low chance of re-employment. Critics argue it discriminates against women and mothers, and that the data is now outdated due to the COVID-19 pandemic. The court ruled that the algorithm is lawful as long as a human advisor makes the final decision on training support.
5 source articles · read the reporting →
A study by The College Investor found that Google's AI Overviews provided misleading or inaccurate information in 43% of 100 personal finance-related searches. The AI-generated answers included outdated tax rules and incorrect student loan repayment plan details. One user believed she could convert her 529 plan to a Roth IRA in California, which is not allowed. Google has not responded to requests for comment.
3 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 UK Department of Health and Social Care awarded contracts to Fujitsu to develop a "Cough In A Box" app that would use AI to detect COVID-19 from cough sounds, based on earlier claims of high accuracy. However, a study led by the Alan Turing Institute found that machine learning models could not accurately predict COVID-19 from coughs due to confounding variables. The study concluded that the technology does not work for COVID-19 diagnosis.
10 source articles · read the reporting →
Digital Minds, a Finnish recruitment company founded by psychologists, used IBM Watson AI to analyze job applicants' social media and email messages for personality assessments. The company obtained written consent but the Finnish Data Protection Ombudsman launched an investigation, suspecting violations of data protection laws and the secrecy of correspondence. The service was used on fewer than ten applicants and has been paused pending the investigation.
9 source articles · read the reporting →
Nevada replaced its income-based school funding formula with a machine learning model developed by Infinite Campus that generates a 'grad score' for each student. The model reduced the number of students eligible for supplemental funding from 288,000 to 63,000, disproportionately affecting low-income students. Critics argue the model lacks transparency and de-emphasizes economic status, potentially leaving many high-poverty schools underfunded.
7 source articles · read the reporting →
Tate Ryan-Mosley, a journalist at MIT Technology Review, used Qoves Studio's AI facial assessment tool, which automatically scored her face and listed perceived flaws such as smile lines and under-eye bags. The tool recommended skin-care products and paid surgical consultation reports. She also tried Megvii's Face++ beauty-scoring system, which gave her two percentage attractiveness scores. The article raises concerns that such algorithms are inaccurate, biased and not transparently used by social media platforms.
9 source articles · read the reporting →
Bayerischer Rundfunk journalists conducted experiments with Retorio's AI video interview analysis tool. The AI, which assesses personality traits from short videos, produced different scores when the same actress changed her appearance (glasses, headscarf, wig) or the video background and lighting were altered. The start-up Retorio acknowledged that the AI considers external image, similar to a human interviewer. Experts warned that such software could perpetuate stereotypes and unfairly affect job candidates.
10 source articles · read the reporting →
CNET, a technology news site, used an AI system to generate articles for search engine optimization. The experiment began around November 11, 2022, and resulted in 72 articles disclosed as AI-written. Google reportedly rewarded these pages with search traffic.
10 source articles · read the reporting →
Dozens of hospitals across the US are using Epic's deterioration index AI system to predict which Covid-19 patients will become critically ill, despite the tool not being validated for the new disease. The rapid deployment during the pandemic bypassed normal testing and validation processes.
9 source articles · read the reporting →
The Atlantic investigation found that dialogue from over 53,000 movies and 85,000 TV episodes was included in the OpenSubtitles data set used by Apple, Anthropic, Meta, Nvidia, Salesforce, and Bloomberg to train AI systems. The article alleges that this use of copyrighted material was done without permission from the writers.
4 source articles · read the reporting →
An analysis by Bloomberg of over 5,000 images generated by Stability AI's Stable Diffusion found that the text-to-image model amplifies racial and gender stereotypes. The model overrepresented lighter-skinned men in high-paying jobs and darker-skinned people in low-paying jobs, and underrepresented women in positions of power. Stability AI acknowledged the inherent biases in its models and stated it is working on mitigation.
8 source articles · read the reporting →
Kaedim, an AI startup that claimed to use machine learning to convert 2D illustrations into 3D models, actually used human artists to produce the models, according to sources. The company's founder was featured in Forbes 30 Under 30 for the technology. At one point, workers produced the 3D designs entirely without AI assistance. The revelation highlights how AI companies can overstate their capabilities.
10 source articles · read the reporting →
Answer.AI's team tested Devin, an autonomous AI coding assistant, on 20 real-world tasks over a month. Devin succeeded in only 3 tasks, failed 14, and was inconclusive in 3. The team found Devin often produced overly complex or hallucinated solutions and could not recognize fundamental blockers. They ultimately decided to stick with tools that allow more human control.
5 source articles · read the reporting →
Amazon introduced an AI-powered feature to generate summaries of customer product reviews. Merchants reported that the AI inaccurately highlights negative feedback, even when only a small percentage of reviews are critical. The summaries may exaggerate negative themes, potentially harming sales. Amazon acknowledged the issue and said it is working to refine the technology based on seller feedback.
5 source articles · read the reporting →
Health insurer Humana is accused in a class-action lawsuit of using an AI algorithm to systematically deny rehabilitation care to Medicare Advantage patients, despite recommendations from their doctors. The lawsuit, filed on December 12, 2023, alleges that the AI tool restricted medically necessary care. This is the second major health insurer to face legal action over its use of AI to deny care.
9 source articles · read the reporting →
A social media post used AI to complete an unfinished painting, saying the story behind it was sad. Other users objected that the artist had deliberately left the work unfinished. One response said the artist's estate should sue.
7 source articles · read the reporting →
