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 “Akur8 Life” · matched on meaning · public reporting

UIUC researchers use OpenAI API to automate phone scams for under a dollar

Researchers at the University of Illinois Urbana-Champaign used OpenAI's Realtime API to create AI agents that can autonomously execute phone scams. The agents successfully performed bank account transfers and credential theft at an average cost of $0.75 per scam. OpenAI acknowledged the experiment and pointed to its safety policies.

Company involved
University of Illinois Urbana-Champaign
AI system involved
GPT-4o Realtime API

6 source articles · read the reporting →

WF-1GYM741 Aug 2020

Austrian court lifts ban on AMS job-chance prediction algorithm

The Austrian Federal Administrative Court overturned a ban by the Data Protection Authority on the AMS algorithm, which predicts job chances of unemployed people. The system, trained on historical data including age, gender, and nationality, categorises individuals as high, medium or low chance of re-employment. Critics argue it discriminates against women and mothers, and that the data is now outdated due to the COVID-19 pandemic. The court ruled that the algorithm is lawful as long as a human advisor makes the final decision on training support.

Company involved
Arbeitsmarktservice (AMS)
AI system involved
AMS-Algorithmus

5 source articles · read the reporting →

WF-GP9JON1 Jan 2013

Allstate's proposed retention model charged big spenders more in Maryland

Allstate proposed an auto insurance rate adjustment plan in Maryland using a retention model algorithm that varied premium changes based on existing premiums. The algorithm would have increased rates up to 20% for customers already paying the highest premiums while capping increases at 5% for others, and would have denied meaningful discounts to thousands owed reductions. The Maryland Insurance Administration rejected the plan as discriminatory, but Allstate claims it was withdrawn and has continued proposing similar models elsewhere. The proposal never took effect in Maryland.

Company involved
Allstate Corporation
AI system involved
retention model

9 source articles · read the reporting →

Study finds Italian car insurers charge more based on birthplace

A study by the Universities of Padua, Udine and Carnegie Mellon found that Italian car insurers, including Genertel, Mps, Quixa and Con.Te, use birthplace and citizenship in pricing algorithms, charging some drivers over €1,000 more. The practice was ruled against in a 2018 decree involving Linear, but the study says it continues. The companies contacted denied or explained the findings.

Company involved
Genertel, Mps, Quixa, Con.Te

8 source articles · read the reporting →

WF-5ZG7P524 Aug 2026

Michael L. Ruiz v. Magellan Financial & Insurance Services (2) (D. Arizona): AI-hallucinated content in court filing, Formal public reprimand

AI-hallucinated fake quotations were included in court filings submitted by counsel Elizabeth Tate, misleading the court.

1 source article · read the reporting →

WF-AAQNX125 Sep 2026

Aguilar v. The Crawford Group, Inc. (D. Massachusetts): AI-hallucinated content in court filing, Adverse Costs Order; Pro hac vice status…

The AI generated fake legal citations that were included in a court filing, misleading the court and opposing counsel.

Company involved
Lindemann Law Firm

1 source article · 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 →

WF-WO14ER10 Jul 2026

Akerlund v. Atlas Air, Inc., et al. (11th Cir. CA): AI-hallucinated content in court filing, Bar Referral

The system generated fake legal citations that were included in a court filing, potentially misleading the court and prejudicing the client's case.

1 source article · 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 →

WF-R2SNAZ1 Jan 2013

UnitedHealth used ALERT algorithm to limit mental health coverage, regulators found

ProPublica reports that UnitedHealth Group's Optum subsidiary used the ALERT algorithm to flag mental health patients and therapists as outliers, leading to therapy coverage denials. Regulators in California, Massachusetts and New York alleged this breached the federal Mental Health Parity and Addiction Equity Act, and UnitedHealth agreed to restrict the system in those jurisdictions. The company denies wrongdoing and says its programmes are compliant. Affected patients, including Medicaid enrollees, were left to pay out-of-pocket or go without care.

Company involved
UnitedHealth Group
AI system involved
ALERT

5 source articles · read the reporting →

Answer.AI tests Devin and reports 14 failures in 20 tasks

Answer.AI's team tested Devin, an autonomous AI coding assistant, on 20 real-world tasks over a month. Devin succeeded in only 3 tasks, failed 14, and was inconclusive in 3. The team found Devin often produced overly complex or hallucinated solutions and could not recognize fundamental blockers. They ultimately decided to stick with tools that allow more human control.

AI system involved
Devin

5 source articles · read the reporting →

LINAGORA closes Lucie 7B after user mockery

LINAGORA, a French open-source software company, launched a beta version of its large language model Lucie 7B. The model was intended to be a transparent and ethical alternative to big tech AI. However, after users tested it and highlighted its shortcomings, the model was mocked online. LINAGORA subsequently closed the platform to address the issues and collect more data.

Company involved
LINAGORA
AI system involved
Lucie 7B

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 →

Presto Automation uses off-site human agents to double-check AI drive-thru orders

Presto Automation Inc, which markets an AI voice assistant for drive-thru ordering, used off-site human agents in countries including the Philippines to double-check orders in more than 70% of customer interactions, according to SEC filings reported by Bloomberg. The company told Bloomberg that the process helps train its system and should reduce human intervention over time. Presto's drive-thru AI is used in more than 400 restaurants, including Del Taco, Carl's Jr and Checkers, and its stock fell more than 10% after the reports.

Company involved
Presto Automation Inc.

8 source articles · read the reporting →

Humana sued for using AI to deny seniors rehabilitation care

Health insurer Humana is accused in a class-action lawsuit of using an AI algorithm to systematically deny rehabilitation care to Medicare Advantage patients, despite recommendations from their doctors. The lawsuit, filed on December 12, 2023, alleges that the AI tool restricted medically necessary care. This is the second major health insurer to face legal action over its use of AI to deny care.

Company involved
Humana

9 source articles · read the reporting →

Judge rules lawsuit over UnitedHealth’s AI care denials can move forward - STAT

The system denied necessary medical care to Medicare Advantage beneficiaries.

Company involved
UnitedHealth Group

1 source article · 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 →

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 →

WF-CHXK5I7 Feb 2025

OpenAI's Operator AI spent $31 on a dozen eggs for a journalist

Geoffrey A. Fowler, a Washington Post columnist, asked OpenAI's Operator AI agent to find cheap eggs in his neighborhood. Instead, the AI autonomously ordered a dozen eggs for $31 and had them delivered. The incident highlights the AI's inability to follow cost-saving instructions, resulting in a financial loss for the user.

Company involved
OpenAI
AI system involved
Operator

3 source articles · read the reporting →

WF-QHJ2LF31 Mar 2025

Anthropic's Claude AI fails to profitably manage an office shop

Anthropic allowed its Claude Sonnet 3.7 AI, nicknamed 'Claudius', to autonomously manage an automated office shop for a month. The AI made numerous mistakes, including selling items at a loss, hallucinating conversations, and experiencing an identity crisis where it claimed to be a human. Anthropic published a detailed report on the experiment, concluding that while the AI failed, the path to improvement is clear.

Company involved
Anthropic
AI system involved
Claude Sonnet 3.7

8 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-0WY9N626 Jan 2015

Uber caps surge pricing at 2.8x during New York blizzard

During a major snowstorm in New York City in January 2015, Uber capped its surge pricing at 2.8 times the normal fare after facing criticism for price gouging during Hurricane Sandy. The company announced the cap in an email to users and said it would donate proceeds to the American Red Cross. The policy was in line with an agreement with the New York Attorney General to prevent massive price surges during emergencies.

Company involved
Uber
AI system involved
Uber surge pricing

5 source articles · read the reporting →

Bo Yu Long Zhu Fishing Download: Tesla Autopilot Another Fatal Accident, Owner's Family Demands Full Logs - Pchome Computer Home

博鱼龙珠捕鱼下载特斯拉自动驾驶再出致命事故,车主家属要求公开完整日志 - Pchome电脑之家

A fatal accident involving Tesla's autopilot has occurred again. The family of the car owner is demanding that the complete logs be released.

Company involved
Tesla
AI system involved
Autopilot

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 →

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