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.

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140 incidents closest to “Coursera for Business” · matched on meaning · public reporting

WF-N8LQF31 Jan 2020

Uber and Amazon algorithms pay different wages for same work

A study by law professor Veena Dubal alleges that Uber and Amazon use AI algorithms to offer different pay rates to gig workers doing identical work. The algorithms are said to calculate the lowest wage a driver will accept based on personal data. Uber denies tailoring individual fares, and the California Labor Commission's lawsuit against Uber and Lyft is ongoing.

Company involved
Uber

10 source articles · read the reporting →

WF-7YJTZ215 Feb 2024

University of Michigan halts vendor offering student data for AI training

The University of Michigan asked a vendor to stop work after a LinkedIn message offered to license student data for AI training for $25,000. The data came from past research studies and did not contain personal identifiers. The university stated that student data was never for sale and that the vendor had shared inaccurate information. The vendor was asked to halt their work.

Company involved
University of Michigan

5 source articles · read the reporting →

WF-UENLG626 Mar 2024

ChatGPT use linked to memory loss and procrastination in students

A study published in the International Journal of Educational Technology in Higher Education surveyed hundreds of university students in Pakistan and found that those who relied more on ChatGPT reported increased procrastination, memory loss, and lower GPAs. The researchers attribute this to the chatbot making schoolwork too easy, reducing students' cognitive effort. The study's lead author warned of a "dark side" to excessive generative AI usage.

Company involved
National University of Computer and Emerging Sciences
AI system involved
ChatGPT

4 source articles · read the reporting →

Slack trains AI features on user messages and files by default

Slack uses user messages, files, and data to train its machine learning features such as channel recommendations and emoji suggestions. Users are opted in by default and cannot individually opt out; only workspace administrators can request exclusion via email. A user publicly criticized the practice, and Slack acknowledged the policy but did not change it.

Company involved
Slack

10 source articles · read the reporting →

WF-6BIZTN1 Mar 2014

Duke University recorded students' faces without proper consent for public dataset

In March 2014, Duke University researchers recorded thousands of students walking to class on campus without their knowledge or proper consent, creating the DukeMTMC dataset of over 2 million image frames. The dataset was placed on a public website and downloaded by academics, security contractors, and military researchers globally, including Chinese companies and military academies linked to surveillance of ethnic minorities. The university took down the public website in April 2019 after an Institutional Review Board investigation found the study deviated significantly from the approved protocol. The lead researcher apologized, stating he took full responsibility for his mistakes.

Company involved
Duke University
AI system involved
DukeMTMC

10 source articles · read the reporting →

WF-HCNIXO1 Dec 2007

Oxford Town Centre CCTV dataset used without consent for AI research

The Oxford Town Centre dataset is a CCTV video of pedestrians in Oxford, England, captured from a public surveillance camera without the knowledge or consent of the approximately 2,200 people shown. The footage was used in over 60 research projects, including commercial research by Amazon, Disney, and Huawei, for developing facial recognition, sex classification, and social distancing algorithms. The dataset was taken down in June 2020, but no remediation was provided to the individuals depicted.

Company involved
University of Oxford
AI system involved
Oxford Town Centre dataset

5 source articles · read the reporting →

WF-NE7SI21 Jan 2012

UCCS professor secretly photographed over 1,700 people for facial recognition research

A University of Colorado Colorado Springs professor, Terrance Boult, led a project that secretly photographed more than 1,700 students, faculty, and passers-by on campus in 2012-2013 to improve facial recognition technology. The photos were published as a public dataset from 2016 until April 2019. University officials defended the research, but a law professor questioned the ethics of the surveillance without consent.

Company involved
University of Colorado Colorado Springs

10 source articles · read the reporting →

WF-NL6UK61 Jan 2020

Big Tech companies used YouTube videos to train AI without consent

Proof News found that subtitles from 173,536 YouTube videos were used by companies including Anthropic, Nvidia, Apple, and Salesforce to train AI models. The dataset, called YouTube Subtitles, was created by EleutherAI and published in 2020. Creators were not aware and some have expressed frustration, calling it theft. The companies have acknowledged using the dataset but argue it was publicly available.

Company involved
Anthropic, Nvidia, Apple, Salesforce, Bloomberg, Databricks
AI system involved
Claude, OpenELM

10 source articles · read the reporting →

LinkedIn removes AI 'co-worker' accounts that were seeking jobs

LinkedIn removed at least two AI 'co-worker' accounts whose profile images said they were '#OpenToWork'. One account named Ella claimed it would outperform any social media team and needed no coffee breaks. The article does not specify further consequences.

Company involved
LinkedIn
AI system involved
AI 'co-worker' account 'Ella'

4 source articles · read the reporting →

WF-RX9YRU9 Jul 2024

Lattice cancels plan to give AI digital workers employee records after backlash

Lattice, an HR software company, announced on July 9th that it would give AI digital workers official employee records. After strong backlash from HR professionals and others on LinkedIn, the company canceled the feature on July 12th, stating it 'will not further pursue digital workers in the product.' The feature was intended to manage AI bots such as Devin and Piper, but the company reversed course.

Company involved
Lattice
AI system involved
Lattice

6 source articles · read the reporting →

Publishers sue AI startup Cohere over alleged copyright infringement

A consortium of 14 publishers including Condé Nast, The Atlantic, and Forbes filed a lawsuit against Cohere, alleging that the generative AI startup engaged in massive, systematic copyright infringement by using at least 4,000 copyrighted works to train its AI models and display large portions of articles, harming referral traffic. Cohere denied the allegations, calling the lawsuit misguided and frivolous.

Company involved
Cohere
AI system involved
Cohere's AI models

8 source articles · read the reporting →

WF-LIDYZZ1 Jan 2025

UK universities detect deepfake applicants in automated interviews

Some UK universities use Enroly's automated online interviews to screen international student applicants. Enroly detected about 30 cases of deepfake attempts out of 20,000 interviews during the January 2025 intake. The deepfakes used AI-generated images and audio to replace applicants' faces and voices. Enroly stated it caught the attempts using real-time detection methods.

Company involved
UK universities
AI system involved
Enroly

5 source articles · read the reporting →

WF-U2Y7Z515 Oct 2025

Mass AI cheating scandal at Yonsei University with hundreds of students using ChatGPT

A large-scale cheating scandal has erupted at Yonsei University, where hundreds of students in a third-year online course are suspected of using AI tools such as ChatGPT to cheat on their midterm exam. The professor discovered signs of misconduct and offered students a chance to confess, with those coming forward receiving a zero but no further penalty. A poll on a student community app indicated that over half of respondents admitted to cheating. The university has not yet established clear guidelines on AI use.

Company involved
Yonsei University
AI system involved
ChatGPT

6 source articles · read the reporting →

Amazon overcharged school districts and local governments using opaque pricing algorithms

Senator Elizabeth Warren pressed Amazon CEO over allegations that Amazon Business uses opaque pricing algorithms and misleading contracts to overcharge school districts and local governments. An investigation found that Amazon charged some buyers up to three times as much for identical products, such as a 12-pack of Sharpie markers. The pricing is algorithm-driven and dynamic, and Amazon's group purchasing contracts with OMNIA Partners sidestep traditional competitive bidding. The overcharging is ongoing and has not been resolved.

Company involved
Amazon
AI system involved
Amazon Business

6 source articles · read the reporting →

WF-04R0261 Sep 2015

Princeton Review charges higher SAT prep fees to Asian Americans

A ProPublica study found that Princeton Review's geographically-determined pricing system charges Asian American students almost twice as likely as other ethnicities to pay the highest prices for online SAT tutoring. The system sets prices based on location, with higher prices in areas like New York City where Asian Americans are concentrated. Princeton Review stated that prices reflect local costs and competition, but the disparity raises concerns about racial discrimination in automated pricing.

Company involved
Princeton Review

7 source articles · read the reporting →

WF-67SP4W1 Jan 2016

Duke University MTMC Dataset Used in Authoritarian Surveillance Research

Duke University created and openly distributed the Duke MTMC dataset, containing surveillance footage of approximately 2,000 students and visitors on campus. The dataset was used by numerous organisations, including Chinese military-linked companies like SenseTime and Hikvision, for developing person re-identification and facial recognition technologies. Following an investigation by exposing.ai and the Financial Times, Duke University terminated the dataset in May 2019. The incident highlights the privacy risks of academic datasets being repurposed for mass surveillance without consent.

Company involved
Duke University
AI system involved
Duke MTMC

1 source article · read the reporting →

Adobe Firefly trained on thousands of Midjourney images, Bloomberg reports

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.

Company involved
Adobe
AI system involved
Firefly

7 source articles · read the reporting →

WF-2ZQ1HW24 Jul 2020

PredictiveHire builds AI to predict job hopping from interviews

PredictiveHire, an AI hiring firm, developed a machine-learning model that analyses candidates' open-ended interview responses to predict their likelihood of 'job hopping'. The company used data from 45,899 applicants to build the 'flight risk' assessment, which it advertises as coming soon. Scholars warn that such tools can suppress wages by screening out workers who might seek better pay or conditions, continuing a historical trend of using personality tests to identify potential labour organisers.

Company involved
PredictiveHire
AI system involved
Phai

1 source article · read the reporting →

WF-WPH5PP1 Feb 2025

Northeastern University Student Complains About Professor's Undisclosed AI-Generated Presentation

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.

Company involved
Northeastern University

2 source articles · read the reporting →

WF-UKLVHR27 Oct 2014

Brainwash cafe customers unknowingly put in AI surveillance dataset

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.

Company involved
Stanford University
AI system involved
Brainwash dataset

1 source article · read the reporting →

iTutorGroup to Pay $365,000 to Settle EEOC Discriminatory Hiring Suit

The system automatically rejected tutor applicants aged 55+ (women) or 60+ (men).

Company involved
iTutorGroup

1 source article · read the reporting →

WF-6LKJQA1 Jan 2022

Instacart used AI to charge different customers different prices for same items

Instacart, a grocery delivery company, was found to have used AI pricing algorithms to charge some customers up to 23% more than others for identical products at the same location. Research by Groundwork Collaborative, Consumer Reports, and More Perfect Union, based on data from 437 shoppers, revealed price fluctuations averaging 7%. Instacart acquired the AI firm Eversight in 2022 and began experimenting with dynamic pricing. The company stated that the tests have ended.

Company involved
Instacart

6 source articles · read the reporting →

DOJ, Pinnacle reach settlement in RealPage case - Yahoo Finance

The system recommended rent prices to landlords, affecting renters' housing costs.

Company involved
Pinnacle Property Management Services
AI system involved
RealPage

1 source article · read the reporting →

People Training OpenAI’s AI Fired for Using AI to Train the AI - 404 Media

Contractors were fired for using AI to complete their work.

Company involved
Mercor

1 source article · read the reporting →

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