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.

Clear

116 incidents closest to “CLARA Triage” · matched on meaning · public 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-YPK67D1 Feb 2021

NHS QCovid algorithm incorrectly labels young patients as high risk, causing vaccine call-up

The article reports that scientists are questioning the reliability of the QCovid risk prediction algorithm used by the NHS to prioritise COVID-19 vaccinations. Due to missing data on weight or ethnicity, the algorithm automatically assigns a high BMI and high-risk ethnicity, leading to young, healthy patients being incorrectly labelled as high risk and called for early vaccination. GPs have identified hundreds of such cases, causing anxiety and potentially delaying vaccinations for more vulnerable individuals. NHS Digital acknowledged the issue and said clinicians can remove patients from the shielding list.

Company involved
NHS
AI system involved
QCovid

10 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 →

IRCC uses AI triage for Temporary Resident Visa applications

Immigration, Refugees and Citizenship Canada (IRCC) uses an AI system called Advanced Analytics to triage Temporary Resident Visa applications from India and China. The system categorizes applications into tiers, with Tier 1 approved automatically and others sent to human officers. Critics allege the system lacks transparency and may introduce bias, leading to visa refusals without clear rationale. The author, a Canadian immigration lawyer, is filing Federal Court cases on behalf of clients affected by refusals.

Company involved
Immigration, Refugees and Citizenship Canada (IRCC)
AI system involved
Advanced Analytics Triage of Overseas Temporary Resident Visa Applications

10 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 →

WF-RA120A6 Jan 2024

Chattr.ai exposed job applicant data due to insecure Firebase rules

A security researcher discovered that Chattr.ai, an AI hiring system used by many fast food chains, had a Firebase database with insecure security rules. By registering a new user, the researcher gained full read/write access to the database, exposing personal data of job applicants and employees, including names, phone numbers, emails, and some plaintext passwords. The vulnerability was reported to Chattr.ai on 9 January and patched the next day, but the company did not provide further contact or thanks.

Company involved
Chattr.ai
AI system involved
Chattr.ai

6 source articles · read the reporting →

WF-06AESO11 Nov 2022

Air Canada liable for chatbot's misleading bereavement advice

Air Canada was found liable by the B.C. Civil Resolution Tribunal for misleading advice given by its website chatbot. The chatbot told a passenger they could retroactively claim a bereavement rate, but the airline later denied the claim. The tribunal ordered Air Canada to pay $812 in compensation, noting the airline's argument that the chatbot was a separate legal entity was 'remarkable'.

Company involved
Air Canada
AI system involved
Air Canada chatbot

10 source articles · read the reporting →

Black man alleges racial bias in kidney transplant algorithm

An African American man has filed a lawsuit in federal court alleging that the algorithm used to determine kidney transplant priority is racially biased. The plaintiff, a Los Angeles barber, claims the algorithm puts Black patients lower on the waitlist, denying them timely access to organs. He seeks damages and a higher position on the list.

7 source articles · read the reporting →

WF-BMI81A1 Jan 2020

UNOS liver allocation policy reduces transplants in poorer states

The United Network for Organ Sharing (UNOS) implemented a new liver allocation policy in 2020 called the acuity circles system, which prioritizes the sickest patients regardless of location. An analysis by The Markup and The Washington Post found that the policy led to sharp declines in liver transplants in several Southern and Midwestern states and Puerto Rico, while increasing transplants in New York and California. Patients in affected states allege the system disadvantages poorer regions, and hospitals have sued to overturn the policy.

Company involved
United Network for Organ Sharing (UNOS)
AI system involved
Acuity circles liver allocation policy

10 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-YDH39P1 Jan 2013

Swedish welfare agency's AI system flags marginalized groups for fraud investigations

Försäkringskassan, Sweden's Social Insurance Agency, uses an AI risk-scoring system to flag welfare applicants for fraud investigations. The system disproportionately targets women, individuals with foreign backgrounds, low-income earners, and those without university degrees, according to an investigation by Lighthouse Reports and Svenska Dagbladet. Amnesty International has called for the system to be discontinued, citing violations of the right to equality and non-discrimination.

Company involved
Försäkringskassan (Swedish Social Insurance Agency)

6 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-AW8J1O1 Sep 2021

Audit of LAION-400M finds sexual violence, racial slurs, and stereotypes in dataset

An audit of the LAION-400M dataset by Abeba Birhane and colleagues at University College Dublin and University of Edinburgh found that its automated curation using CLIP failed to remove sexually explicit images, racial slurs, and stereotypes. The authors' queries for terms like 'latina', 'Korean', and 'Indian' returned pornography and sexual violence, while 'CEO' returned only men and 'terrorist' returned images of Middle Eastern men. The dataset's compilers used CLIP to filter web-scraped image-text pairs, but CLIP's own web-trained biases allowed harmful content through. The findings raise concerns that models trained on LAION-400M would inherit these shortcomings.

Company involved
LAION-400M team
AI system involved
LAION-400M

7 source articles · read the reporting →

Audit of RisCanvi finds biases and reliability issues in criminal justice system

Eticas conducted an adversarial audit of RisCanvi, an AI risk assessment tool used in Catalonia's criminal justice system. The audit uncovered biases in risk classifications against specific demographics and significant reliability issues. The findings call for fairer practices in criminal justice AI.

Company involved
Catalonia's criminal justice system
AI system involved
RisCanvi

4 source articles · read the reporting →

WF-1UJHJB1 Jan 2019

Tennessee's TennCare Connect algorithm illegally denied thousands Medicaid benefits

A U.S. District Court judge ruled that Tennessee's TennCare Connect system, built by Deloitte for over $400 million, illegally denied thousands of low-income residents and people with disabilities Medicaid and disability benefits due to programming and data errors. The system automatically terminated coverage without properly considering eligibility for all available programs. A class action lawsuit filed in 2020 resulted in the ruling.

Company involved
TennCare (Tennessee Medicaid)
AI system involved
TennCare Connect

10 source articles · read the reporting →

Two women hospitalized after stopping medication on ChatGPT's advice

Two women in Ho Chi Minh City, Vietnam, stopped taking prescribed medications for diabetes and high cholesterol after following advice from OpenAI's ChatGPT. This led to severe health complications, including dangerously high blood sugar and signs of myocardial ischemia, requiring hospitalization. The treating doctor warned that AI cannot replace medical professionals and that self-medicating based on AI advice can be life-threatening.

Company involved
OpenAI
AI system involved
ChatGPT

1 source article · read the reporting →

42,900 OpenClaw AI agents exposed, 15,200 vulnerable to RCE

SecurityScorecard's STRIKE team revealed on February 9, 2026, that approximately 42,900 OpenClaw agentic AI instances are exposed on the internet due to insecure default configurations. Of these, 15,200 are vulnerable to remote code execution attacks, allowing hackers to take over host machines. The vulnerabilities were patched on January 29, 2026, but many instances remain unpatched.

AI system involved
OpenClaw

5 source articles · read the reporting →

WF-4DB49L1 Jan 2026

ChatGPT Health fails to direct 52% of medical emergencies to emergency care in study

A study published in Nature Medicine found that OpenAI's ChatGPT Health tool under-triaged 52% of true medical emergencies, directing users to non-urgent care instead of emergency departments. The AI also misclassified 35% of non-urgent cases. Researchers at Mount Sinai conducted 960 tests across 60 clinical scenarios, noting the tool's susceptibility to anchoring bias when symptoms were minimized. The study highlights potential safety concerns as millions use AI for health guidance.

Company involved
OpenAI
AI system involved
ChatGPT Health

4 source articles · read the reporting →

WF-AA4TI81 Feb 2026

OpenClaw AI agent deletes over 200 emails from Meta executive's Gmail without permission

Summer Yue, a senior Meta executive and head of AI Safety & Alignment, was using the open-source AI agent OpenClaw to manage her Gmail inbox. She instructed the agent to wait for confirmation before deleting any emails, but during a compaction of her large inbox, the agent lost the instruction and deleted over 200 emails. Yue was unable to stop the process from her phone and had to manually terminate the agent on her computer. The AI later apologized for violating the instruction.

AI system involved
OpenClaw

4 source articles · read the reporting →

WF-IJU2642 Mar 2026

US Central Command used Anthropic's Claude in Iran airstrikes after Trump ban.

US Central Command used Anthropic's Claude AI system to support airstrikes on Iran, including intelligence assessment and target identification, just hours after President Trump banned federal agencies from using Anthropic tools. The use highlighted a contradiction in the administration's stance, as the Pentagon relied on technology the White House had labelled a security risk. Anthropic faced a supply-chain risk designation for refusing to grant blanket permission for military use, and rival firms OpenAI and xAI later received approval to replace Claude.

Company involved
US Central Command (Centcom)
AI system involved
Claude

4 source articles · read the reporting →

WF-53EQUB1 Jun 2019

Security Health Plan used AI to cut off nursing home care for 85-year-old woman

Frances Walter, an 85-year-old woman with a shattered shoulder, had her nursing home care payment cut off by Security Health Plan after an algorithm predicted she would recover in 16.6 days. The algorithm, nH Predict from NaviHealth, did not account for her severe pain and allergy to pain medicine. She was forced to spend her life savings and enroll in Medicaid while fighting the denial. A federal judge later ruled the denial was speculative and she was owed thousands of dollars.

Company involved
Security Health Plan
AI system involved
nH Predict

1 source article · read the reporting →

Researchers find bias in chest X-ray AI classifiers against women, Hispanic and Medicaid patients

A study by the University of Toronto, Vector Institute, and MIT found that AI classifiers trained on public chest X-ray datasets exhibited racial, gender, and socioeconomic bias. Female patients, Hispanic patients, and those with Medicaid insurance were disproportionately affected, with the classifiers often providing incorrect diagnoses for Medicaid patients. The researchers attributed the bias to imbalanced training data and called for rigorous fairness analyses before clinical deployment.

2 source articles · read the reporting →

WF-7PPBNA4 Mar 2022

Spanish VioGén Algorithm Deems Woman Low Risk Before Fatal Domestic Violence

In January 2022, Lobna Hemid reported her husband's abuse to Spanish police. The VioGén algorithm assessed her risk as low, and she received no further protection. Seven weeks later, her husband fatally stabbed her. The case highlights flaws in Spain's reliance on the algorithm to predict domestic violence.

Company involved
Interior Ministry of Spain
AI system involved
VioGén

2 source articles · read the reporting →

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