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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68 incidents closest to “Dragon Medical One” · matched on meaning · public reporting

Finnish recruitment company Digital Minds used AI to analyze job applicants' messages, prompting data protection investigation

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.

Company involved
Digital Minds
AI system involved
IBM Watson

9 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-O8NHQF18 May 2021

Google's dermatology app underrepresents dark skin tones in training data

Google unveiled a dermatology app that uses deep learning to recognise skin conditions. However, the training data included only 3.5% images from patients with darker skin types, which may lead to inaccurate diagnoses for these groups. Dermatologists have expressed concern that the app could cause false positives or missed diagnoses, and Google has acknowledged the issue while saying it will continue to refine the technology.

Company involved
Google
AI system involved
AI-powered dermatology assist tool

9 source articles · read the reporting →

Hospitals use Epic AI to predict Covid-19 decline without validation

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.

AI system involved
Deterioration index

9 source articles · read the reporting →

WF-OD83P526 May 2021

Google and HCA Healthcare partner to analyze 32 million patient records

Google Cloud has announced a partnership with HCA Healthcare to analyze around 32 million patient records. The anonymized data will be used to develop algorithms that could advise doctors on treatment options. Privacy advocates have raised concerns about the data sharing and the potential for AI to re-identify patients. HCA insists that patient-identifiable information will be stripped and that access will be tightly controlled.

Company involved
HCA Healthcare
AI system involved
Google Cloud

9 source articles · read the reporting →

WF-5M89U31 Jan 2026

Elon Musk asks X users to upload medical data to train Grok chatbot

Elon Musk has told X users to upload medical images to the platform so that the AI chatbot Grok can learn to interpret them. He claimed Grok can give medical diagnoses, sometimes better than doctors, but experts have raised concerns about accuracy and privacy. The article reports cases where Grok misread a tuberculosis case and a mammogram. xAI, which owns X, responded to Fortune: 'Legacy Media Lies.'

Company involved
X
AI system involved
Grok

6 source articles · read the reporting →

UnitedHealthcare sued for using AI to deny Medicare Advantage patients care

A class action complaint alleges that UnitedHealthcare and its subsidiary naviHealth deployed an artificial intelligence model to override treating physicians' determinations of medically necessary care for elderly Medicare Advantage patients. The complaint claims the AI model has a known 90% error rate and wrongfully denied patients care. The lawsuit, filed in the U.S. District Court for the District of Minnesota, seeks damages on behalf of the estates of two deceased patients and all others similarly situated.

Company involved
UnitedHealthcare, Inc.

10 source articles · read the reporting →

Google Health's diabetic retinopathy AI faced real-world issues in Thailand clinics

Google Health deployed a deep-learning system to screen for diabetic retinopathy in 11 clinics across Thailand. The AI was highly accurate in lab tests but rejected over a fifth of eye scans in real-world conditions due to poor lighting and slow internet. Patients whose scans were rejected had to visit specialists at other clinics, causing inconvenience and frustration for nurses. Google Health is now working with local staff to improve the system's workflow.

Company involved
Google Health

10 source articles · read the reporting →

ElevenLabs AI voice generation used in Russian influence operation targeting Europe

The article reports that a Russian influence campaign, dubbed "Operation Undercut," very likely used ElevenLabs' AI voice generation technology to create realistic voiceovers for fake news videos. The videos targeted European audiences to undermine support for Ukraine. Recorded Future's researchers used ElevenLabs' own AI Speech Classifier to detect the AI-generated audio. The campaign was attributed to the Russia-based Social Design Agency, which the U.S. government sanctioned. The overall impact on public opinion was minimal.

Company involved
Social Design Agency
AI system involved
ElevenLabs AI voice generation

7 source articles · read the reporting →

WF-QLNRBN31 Jan 2023

ElevenLabs voice cloning tool used to create deepfake celebrity audio clips

Speech AI startup ElevenLabs launched a beta voice cloning tool. Within days, users on 4chan posted deepfake audio clips featuring voices resembling celebrities like Emma Watson reading offensive material. ElevenLabs acknowledged the misuse and said it is considering additional safeguards.

Company involved
ElevenLabs
AI system involved
ElevenLabs platform

10 source articles · read the reporting →

Perth hospital group bans ChatGPT after doctor used it for a patient discharge summary

South Metropolitan Health Service, which runs five hospitals in Perth, ordered staff to stop using ChatGPT for work involving patient information after an email said some staff had used the AI chatbot to write medical notes. The service later clarified that only one doctor had used the tool to generate a patient discharge summary and that no confidential patient information had been breached. The Australian Medical Association has called for national regulations to ensure a human is involved in AI-assisted health decisions.

Company involved
South Metropolitan Health Service
AI system involved
ChatGPT

6 source articles · read the reporting →

WF-JBCO7J24 Oct 2023

Four commercial large language models perpetuate race-based medical misconceptions

A study published in npj Digital Medicine tested four commercial large language models (Bard, ChatGPT, GPT-4, and Claude) for their tendency to propagate discredited race-based medical beliefs. When asked about kidney function, lung capacity, and skin thickness, the models sometimes endorsed debunked racial differences, particularly affecting Black patients. The study concludes that these biases pose a potential hazard and urges caution before using such models in clinical decision-making.

Company involved
Not named in article (refers to commercial LLMs generically as Google's Bard, OpenAI's ChatGPT and GPT-4, and Anthropic's Claude)
AI system involved
Bard, ChatGPT, GPT-4, Claude

6 source articles · read the reporting →

WF-3333OU22 Sep 2021

EviCore denied heart catheterization for patient using algorithm

In fall 2021, Little John Cupp's doctor requested a left heart catheterization exam. EviCore, a company hired by UnitedHealthcare, denied the request twice using an algorithm called 'the dial' that adjusts thresholds for review. The algorithm flagged the request for review, and EviCore's doctors determined it was not medically necessary. Cupp did not receive the procedure and his symptoms continued.

Company involved
EviCore (a Cigna company)
AI system involved
the dial

6 source articles · read the reporting →

WF-RTW1XZ25 Aug 2023

ChatGPT generates error-filled cancer treatment plans, study finds

A study by researchers at Brigham and Women's Hospital found that ChatGPT, developed by OpenAI, generated cancer treatment plans with errors. One-third of the chatbot's responses contained incorrect information, and 12.5% were hallucinated. The study was published in JAMA Oncology and reported by Bloomberg.

Company involved
OpenAI
AI system involved
ChatGPT

10 source articles · read the reporting →

Study finds ChatGPT provides inaccurate drug information responses

A study presented at the ASHP Midyear Clinical Meeting found that ChatGPT's responses to nearly three-quarters of drug-related questions were incomplete or inaccurate. The AI system also generated fake citations to support some responses. Researchers warned that healthcare professionals and patients should verify ChatGPT's medication information using trusted sources to avoid potential harm.

Company involved
OpenAI
AI system involved
ChatGPT

8 source articles · read the reporting →

WF-LEN91Y1 May 2021

US CBP deploys CBP One app using facial recognition for asylum seekers amid privacy concerns

The article reports that U.S. Customs and Border Protection quietly deployed the CBP One mobile app at the Mexico border. The app uses facial recognition and geolocation to collect and verify information on asylum seekers before they enter the United States. Privacy experts warn that the app poses risks of persistent surveillance and that the facial recognition algorithm is unreliable for people of colour. A previous CBP facial recognition pilot was hacked, exposing images. CBP says the app is voluntary and data is secure.

Company involved
U.S. Customs and Border Protection
AI system involved
CBP One

8 source articles · read the reporting →

WF-NFIWMI18 Nov 2023

Cigna StressWaves Test found unreliable and invalid in independent study

A study published in Scientific Reports evaluated the Cigna StressWaves Test (CSWT), an AI tool that claims to assess psychological stress from speech. The study found that the CSWT had poor test-retest reliability and poor validity compared to the Perceived Stress Scale. The authors warned that widespread availability of the tool could lead to misleading results and negative consequences for users making healthcare decisions. Cigna has not publicly responded to the findings.

Company involved
Cigna
AI system involved
Cigna StressWaves Test

4 source articles · read the reporting →

EvenUp AI errors in personal injury demand letters lead to scrutiny

EvenUp, a legal tech startup valued at $1 billion, uses AI to draft personal injury demand letters. Former employees revealed that the AI system frequently makes errors, including missing injuries and fabricating medical conditions. The company defends its hybrid approach with human oversight, but critics allege overpromised AI capabilities.

Company involved
EvenUp

6 source articles · read the reporting →

Teething problems in Mater Dei's medicine robots addressed

The Malta Union for Midwives and Nurses claimed that a €23 million investment in two computerised drug administration robots, Mario and Sophia, at Mater Dei Hospital had resulted in a complete failure. However, sources within the Health Ministry said that most teething problems have been addressed and that the supplier has not been paid yet. They reported that out of over 1,700 medication rounds, only four required a contingency plan.

Company involved
Mater Dei Hospital
AI system involved
Mario and Sophia

6 source articles · read the reporting →

WF-QW9Z288 Mar 2024

NHS plans AI to listen to appointments and generate notes

The UK's National Health Service announced plans to use AI to automatically generate notes from patient appointments. Health Secretary Victoria Atkins said the scheme would reduce admin time. Privacy campaigners raised concerns about data security and accuracy, citing an incident where AI misheard the chief medical officer's name. The Department of Health and Social Care stated that patient confidentiality remains a top priority.

Company involved
National Health Service (NHS)

3 source articles · read the reporting →

WF-MXE6CO1 Jan 2024

Storm-1376 used AI-generated fake audio during Taiwan election, Microsoft reports

Microsoft's Threat Analysis Center reported that the Chinese state-linked group Storm-1376 posted suspected AI-generated fake audio of former Taiwanese presidential candidate Terry Gou endorsing another candidate on election day in January 2024. Gou had made no such statement, and YouTube removed the content before it reached a wide audience. The group has also used AI-generated memes and news anchors as part of influence operations in Taiwan and the United States.

Company involved
Storm-1376 (also known as Spamouflage and Dragonbridge)

7 source articles · read the reporting →

Beijing Internet Court rules AI voice cloning infringes personality rights

A Chinese dubbing artist, Yin, discovered that his voice was being used without permission in a text-to-speech AI product. The product was developed by a software company using recordings provided by a cultural media company, and was made available on a platform operated by a smart technology company. The Beijing Internet Court ruled that the AI-generated voice was highly similar to the plaintiff's voice and infringed his personality rights. The court ordered the defendants to stop infringement and pay damages of 250,000 RMB.

5 source articles · read the reporting →

WF-VERNY015 May 2025

AEMPS withdraws AI medicines tool MeQA after detecting errors

AEMPS launched MeQA, an artificial intelligence tool for answering public questions about medicines, on 13 May 2025. Two days later it withdrew the tool after detecting that some responses contained errors. The agency said that most answers were correct but that the errors could affect patient safety, and that it would restore the service as soon as possible.

Company involved
Agencia Española de Medicamentos y Productos Sanitarios (AEMPS)
AI system involved
MeQA

4 source articles · read the reporting →

WF-X0LJEA1 Jan 2020

Voice actors sue LOVO over alleged theft of voices for AI training

Voice actors Paul Skye Lehrman and Linnea Sage filed a proposed class action against AI startup LOVO, alleging the company misappropriated their voices to train its text-to-speech system Genny. The actors claim they were hired on Fiverr under the pretence of academic research but later discovered their voices were used commercially without consent. Lehrman reports a 50% decline in work and loss of control over how his voice is used. The lawsuit, filed in New York federal court, seeks to represent other affected voiceover artists and obtain a court order blocking the practice.

Company involved
LOVO
AI system involved
Genny

6 source articles · read the reporting →

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