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.
236 incidents closest to “BriefCam Insights” · matched on meaning · public reporting
An AI-generated deepfake video manipulated a CBS News Texas anchor's image and created a fake video of the suspect in a Frisco high school stabbing. The video was posted on Instagram and reposted on multiple accounts before being taken down. The incident highlights the growing ease of creating convincing deepfakes and the spread of misinformation online.
1 source article · read the reporting →
San Jose has been running a pilot in which cameras on a municipal vehicle feed computer vision software being trained to detect lived-in vehicles and homeless encampments in District 10. The scheme, believed to be the first of its kind in the US, has prompted concern among housing advocates that it could be used to punish and displace unhoused residents. The city says the aim is to respond more efficiently to complaints about encampments and that the footage is not being actively monitored for law enforcement.
10 source articles · read the reporting →
Google hired Randstad to collect facial data to train the Pixel 4's face recognition system. Contractors allegedly targeted homeless people and unaware students, using deceptive tactics such as calling it a "selfie game" and offering $5 without informing subjects they were being recorded. Google suspended the research program and opened an investigation following the report.
1 source article · 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 →
Recorded and transmitted private footage of users and bystanders to overseas AI workers
1 source article · read the reporting →
Clearview AI, a secretive start-up, built a facial recognition app that matches photos to a database of more than three billion images scraped from social media and websites. More than 600 law enforcement agencies, including the FBI and Department of Homeland Security, have used the tool to identify suspects in crimes such as shoplifting, identity theft and murder. The company monitored officers who ran a reporter's photo through the app, and its founder acknowledged designing an augmented-reality prototype but said there were no plans to release it. Critics warned the tool could end anonymity and enable misuse.
2 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 →
The Xuhui District branch of the Shanghai Municipal Bureau of Public Security is expanding its Intelligent Image Recognition System, adding 2,500 facial recognition cameras and increased computing capacity to build profiles of residents and flag deviations. The project, contracted to US-sanctioned FiberHome, is designed to match each face to files on more than 50 million people. Officials say the system will analyse behaviour patterns and trigger early warnings.
3 source articles · read the reporting →
Users have jailbroken Luma Labs' Dream Machine, an AI video generator, to create explicit videos. The system's safeguards were bypassed to generate pornographic content. The videos are crude but demonstrate the potential for widespread AI-generated porn. Luma Labs' terms of service prohibit such content.
3 source articles · read the reporting →
In 2020, development versions of iRobot's Roomba J7 series robot vacuums captured images of a woman on the toilet and a child in a hallway. The images were sent to Scale AI for data annotation, where gig workers in Venezuela posted screenshots to private social media groups. iRobot acknowledged the images came from special development robots with recording stickers and said it is terminating its relationship with the service provider that leaked them. The incident highlights privacy risks in the data annotation supply chain for AI training.
1 source article · read the reporting →
A study by US and European researchers found that Google, Amazon, and Microsoft's image recognition services applied three times as many appearance-related labels to photos of women as to men. The top labels for men were 'official' and 'businessperson', while for women they were 'smile' and 'chin'. Google acknowledged the issue and had previously switched off gender detection, but tests by WIRED suggested the bias persisted. The researchers warn that such biased AI could obscure women professionals and create a false image of reality.
1 source article · read the reporting →
In 2014, customers at the Brainwash Cafe in San Francisco were recorded by a publicly available webcam. The images were compiled into a dataset containing 11,917 photos for training surveillance-related object and head detection algorithms. The dataset was later removed from access following an investigation revealing use by researchers affiliated with the National University of Defense Technology in China. The dataset's creators are accused of collecting the images without the cafe customers' knowledge or consent.
1 source article · read the reporting →
NewsBreak, the most downloaded US news app, used AI to generate news stories, including a fabricated shooting in Bridgeton, New Jersey. The AI-produced content also contained errors that caused charities to turn away people needing services. Former employees and a consultant raised concerns about the practice, and the company has faced multiple copyright lawsuits. NewsBreak maintains it removes inaccurate content and complies with US laws.
2 source articles · read the reporting →
Adobe Stock contributors allege that Adobe trained its Firefly generative AI model on their stock images without express notification or consent. They say Firefly's popularity is reducing demand for their stock photos and flooding the platform with AI-generated images. Adobe says Firefly is still in beta and it is committed to compensating creators, with details to come when generally available.
1 source article · read the reporting →
Secret Desires, an erotic chatbot and AI image generator, left cloud storage containers publicly accessible, exposing nearly two million images and videos, many of them nonconsensual explicit deepfakes of private citizens. The leaked data included women's names, workplaces, and universities, with some file names referencing '17-year-old'. After 404 Media contacted the company, the files became inaccessible, but Secret Desires did not respond to a request for comment. The incident highlights ongoing issues with AI-generated deepfake abuse, and Congress recently passed the Take It Down Act to combat such images.
2 source articles · read the reporting →
A Sky News investigation found that X's algorithm amplifies right-wing and extreme content. The Data and Forensics team conducted a nine-month investigation into the platform's recommendation system. The findings indicate that the algorithm boosts such content, potentially influencing political discourse in the UK.
4 source articles · read the reporting →
YouTube's automated captioning system has been found to insert explicit language into videos intended for children. A study of over 7,000 videos from top kids' channels found that 40% contained taboo words in captions, with 1% including highly inappropriate terms like 'bitch' and 'rape'. The AI mishears words such as 'brave' as 'rape' and 'corn' as 'porn'. YouTube acknowledged the issue and said it is working to improve the system.
7 source articles · read the reporting →
The Delhi Government's Education Department is using facial recognition technology in conjunction with CCTV cameras in government schools, according to responses to RTI requests filed by the Internet Freedom Foundation. The organisation urged the Delhi Commission for Protection of Child Rights to intervene, alleging that the practice violates children's right to privacy and education under the Indian Constitution. No specific incident of harm has been reported, but the organisation warns of potential misidentification and disproportionate penalties.
10 source articles · read the reporting →
Two AI companion apps, Chattee Chat and GiMe Chat, developed by Hong Kong-based Imagime Interactive Limited, exposed millions of intimate conversations and over 600,000 images from over 400,000 users. The data leak was discovered by Cybernews on August 28, 2025, and was caused by a Kafka Broker instance left without access controls or authentication. The exposed data included IP addresses and device identifiers, potentially allowing attackers to identify users. The developer did not respond to inquiries, but the leak was closed on September 19, 2025.
4 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 →
The system detected and recorded images of vehicles and people, affecting individuals in public spaces.
1 source article · read the reporting →
The system captured license plate data and vehicle locations of individuals passing the cameras.
1 source article · read the reporting →
Mr Craig Hadley was wrongly accused of being a fraudster at a Rotherham Sports Direct shop using facial recognition technology supplied by Facewatch. The system flagged him as a known fraudster, but the alert was later attributed to human error. Big Brother Watch, a privacy campaign group, has raised concerns about the lack of due process in such systems.
2 source articles · read the reporting →
Human Rights Watch found that LAION-5B, a dataset used to train AI tools, contains identifiable photos of Brazilian children scraped from the web without their knowledge or consent. The dataset includes names and locations of children. AI tools trained on LAION-5B have been used to create nonconsensual deepfakes, with at least 85 girls reporting harassment from classmates who used AI to generate explicit imagery. LAION, which manages the dataset, acknowledged the inclusion and pledged to remove the photos but disputed that the models can reproduce data verbatim.
7 source articles · read the reporting →
