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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92 incidents closest to “PowerSchool Group” · matched on meaning · public reporting

WF-G8VM6H1 Jun 2024

Singapore Sports School students investigated for deepfake nude photos of schoolmates

A group of male students at Singapore Sports School used AI to generate and circulate deepfake nude images of female students and teachers starting in June 2024. The school launched an investigation and lodged a police report. Disciplinary actions including caning and suspensions were taken. Police are assisting in removing the images from websites.

Company involved
Singapore Sports School

4 source articles · read the reporting →

Wisconsin’s dropout prediction algorithm labels students high risk with racial bias

Wisconsin’s Dropout Early Warning System (DEWS) uses machine learning to predict middle school students' likelihood of graduating on time, relying on factors including race and income. The Markup found the algorithm frequently mislabels students, with a higher false alarm rate for Black and Hispanic students. The Wisconsin Department of Public Instruction has not informed schools of the racial disparities and continues to use the system.

Company involved
Wisconsin Department of Public Instruction
AI system involved
Dropout Early Warning System (DEWS)

10 source articles · read the reporting →

WF-53YZFN1 Jul 2023

Nevada's AI grad score model cuts funding for low-income students

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.

Company involved
Nevada Department of Education
AI system involved
Grad score model

7 source articles · read the reporting →

Facial recognition trialled in Australian schools to mark attendance

Five Australian schools are trialling a facial recognition system from LoopLearn to automate student attendance. The system scans students' faces and sends attendance data to an app. Privacy experts have raised concerns about data security and surveillance. The Victorian government previously tried to stop the trial due to privacy risks.

Company involved
Clarendon College
AI system involved
LoopLearn

10 source articles · read the reporting →

WF-701YEA11 Mar 2021

UW-Madison disables Honorlock after skin tone recognition failure

The University of Wisconsin-Madison disabled the exam pause feature of its Honorlock anti-cheating software in March 2021 after three students complained that the software failed to recognize their darker skin tones and paused their exams. The software, used since online classes began, automatically pauses exams when it cannot detect facial features. Honorlock denied the issue was related to skin tone, attributing it to students looking away from their webcams. The university responded by disabling the feature.

Company involved
University of Wisconsin-Madison
AI system involved
Honorlock

10 source articles · read the reporting →

WF-SQJYDZ22 Oct 2020

CBSE introduces facial recognition system for students to access digital documents

The Central Board of Secondary Education (CBSE) has introduced a facial recognition system for Class 10 and 12 students to access their digital academic documents. A live image of the student is compared with the photograph on their CBSE admit card and, if the match succeeds, the certificate is emailed to them. The facility is available on Digi Locker for 2020 records and is expected to help foreign students and those unable to open a Digi Locker account.

Company involved
Central Board of Secondary Education (CBSE)
AI system involved
Facial Recognition System

10 source articles · read the reporting →

Dartmouth Medical School charges 17 students with cheating based on tracking system.

Dartmouth College's Geisel School of Medicine charged 17 students with cheating on remote exams during the pandemic. The charges were based on secret tracking of student activity on the learning management system. Critics say the system is prone to errors and inappropriate for monitoring students.

Company involved
Dartmouth College Geisel School of Medicine

10 source articles · read the reporting →

WF-3NJL6T1 Jan 2016

Buona Scuola algorithm mistakenly assigned thousands of teachers in Italy

In 2016, the Buona Scuola algorithm, used by the Italian Ministry of Education, mistakenly assigned thousands of teachers to wrong professional destinations based on mobility rankings. The system was later discontinued. The incident is reported in the Automating Society Report 2020.

Company involved
Italian Ministry of Education
AI system involved
Buona Scuola algorithm

10 source articles · read the reporting →

WF-ARIFZJ13 Jul 2011

DCPS used allegedly false test scores in teacher value-added evaluations

The District of Columbia Public Schools used student test scores from schools under investigation for cheating in value-added calculations for teacher evaluations. More than 200 teachers were terminated based on these evaluations. Teachers can appeal their ratings to the chancellor, but decisions will not be made before the next school year. The school system removes affected scores only when cheating is confirmed.

Company involved
District of Columbia Public Schools
AI system involved
value-added model

10 source articles · read the reporting →

WF-EA6R453 Jan 2023

New York City Department of Education blocks ChatGPT on school devices

The New York City Department of Education blocked access to the AI chatbot ChatGPT on school devices and networks, citing concerns about negative impacts on student learning and the safety and accuracy of content. The ban applies to all students and teachers on education department devices and internet networks. Individual schools can still request access for studying the technology. The move is the nation's largest school system's response to the arrival of ChatGPT.

Company involved
New York City Department of Education
AI system involved
ChatGPT

9 source articles · read the reporting →

WF-TT1WEC30 Sep 2020

UIUC students petition to stop Proctorio exam proctoring over privacy concerns

A petition at the University of Illinois at Urbana-Champaign (UIUC) alleges that Proctorio, an online exam proctoring system, violates student privacy by accessing websites, downloads, screen content, and app settings. The petition claims the terms of service allow monitoring by 'any other means necessary', which students find unsettling. The petition, created on September 30, 2020, gathered 1,087 supporters but does not report any specific incident of harm. It calls on UIUC to discontinue use of Proctorio in favour of alternatives.

Company involved
UIUC
AI system involved
Proctorio

9 source articles · read the reporting →

Beverly Hills middle school students used AI to generate nude images of classmates

Students at Beverly Vista Middle School in Beverly Hills, California, allegedly used AI to generate nude images by superimposing classmates' faces onto artificially generated naked bodies. The school district launched an investigation and warned that students responsible face expulsion. A student told NBC4 that peers were scared explicit photos would be shown. The school is working with police.

Company involved
Beverly Hills Unified School District

8 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 →

WF-4N6UFD1 Mar 2021

Baltimore schools monitor student laptops for suicide signs using GoGuardian Beacon

Baltimore City Public Schools uses GoGuardian Beacon software to monitor student laptops for signs of suicide. Since March 2021, the system has flagged 786 alerts, with nine students taken to emergency rooms. Privacy advocates warn the monitoring could lead to disciplinary actions, outing of LGBTQ students, and disproportionately affect disadvantaged students. School officials defend the practice as a safeguard.

Company involved
Baltimore City Public Schools
AI system involved
GoGuardian Beacon

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-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-KBAMLJ1 Oct 2024

Parking Enforcement Services wrongly fines parents due to faulty licence plate cameras

Dozens of parents at a Christchurch childcare centre were wrongly issued $85 parking fines by Parking Enforcement Services after its licence plate recognition cameras failed to accurately capture multiple short visits. The company acknowledged some misreads and waived fines on appeal, but parents described the process as stressful and time-consuming. An additional camera was installed to improve accuracy.

Company involved
Parking Enforcement Services

1 source article · read the reporting →

Chelmer Valley High School reprimanded for facial recognition DPIA failure

Chelmer Valley High School was issued a reprimand by the ICO for failing to complete a Data Protection Impact Assessment before introducing facial recognition technology for cashless catering. The reprimand was issued on 22 July 2024.

Company involved
Chelmer Valley High School

7 source articles · read the reporting →

WF-2PVWQU31 May 2026

CBSE OnMark portal vulnerability exposed student data to Google Gemini

A 19-year-old ethical hacker, Nisarga Adhikary, claimed to have hacked the CBSE's digital evaluation ecosystem, revealing that personal information of students was processed by Google's Gemini in automation scripts. The Central Board of Secondary Education (CBSE) stated on May 31, 2026, that the identified vulnerabilities had been contained and other exploitable weaknesses were being ruled out. The board expressed gratitude to alert citizens and ethical hackers who pointed out the weaknesses. No actual data breach was confirmed, but the incident raised concerns about student privacy.

Company involved
Central Board of Secondary Education (CBSE)
AI system involved
OnMark

1 source article · 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 →

School AI surveillance like Gaggle can lead to false alarms, arrests

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 →

WF-M38V6314 Nov 2024

Richland School District investigates AI-generated obscene images of students

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.

Company involved
Richland Township School District

2 source articles · read the reporting →

MAA, JBG to pay DC $9.3M total to settle RealPage case - Multifamily Dive

The system set rent prices for tenants, causing them to pay higher rents.

Company involved
MAA (Mid-America Apartments) and JBG Smith
AI system involved
RealPage Revenue Management Software

1 source article · read the reporting →

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