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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84 incidents closest to “Upstart HELOC” · matched on meaning · public reporting

WF-IEVM2516 Mar 2021

Facebook Allowed Age-Targeted Credit Card Ads Violating Its Policy

The Markup found that four companies—Aspiration, Hometap, Chime, and Varo Bank—ran Facebook ads for credit cards and home equity loans that were targeted by age, excluding users under 25 or 35. This practice violates Facebook's own anti-discrimination policy and may violate the Equal Credit Opportunity Act and California's Unruh Civil Rights Act. Facebook did not respond to requests for comment, and some advertisers said they would review their ad targeting.

Company involved
Facebook
AI system involved
Facebook Ad Platform

9 source articles · read the reporting →

WF-VU5D658 Apr 2023

California regulator accuses Maxpread Technologies of using AI-generated fake CEO to scam investors

Maxpread Technologies allegedly used an AI-generated avatar to pose as its CEO in a YouTube video to deceive investors. The California DFPI issued cease and desist letters to Maxpread and four other companies for offering unqualified securities and making false promises. The regulator claims the companies promised high daily returns using AI trading, but these claims were false. Maxpread did not respond to requests for comment.

Company involved
Maxpread Technologies

8 source articles · read the reporting →

TOV Realty, LLC v. Suarez; Kosel Equity, LLC v. MacGregor (SC Connecticut): AI-hallucinated content in court filing, 6 hours CLE;…

The AI generated legal briefs containing fabricated citations, which were submitted to the Connecticut Supreme Court.

Company involved
GLG Law LLC
AI system involved
ChatGPT

1 source article · read the reporting →

Study finds credit score algorithms less accurate for minorities

A study of 50 million US consumers found that credit scoring algorithms used by mortgage lenders are less accurate for minority and low-income applicants due to sparse credit data, leading to higher rejection rates. The inaccuracy is due to noise in the data, not bias, so fairer algorithms cannot fix it. The study suggests that adjusting for bias had no effect, and that addressing the inaccuracy could reduce disparities by 50%.

Company involved
Mortgage lenders (unnamed)
AI system involved
Credit scoring algorithms

6 source articles · read the reporting →

WF-VR6R0O1 Aug 2019

LoanDepot algorithm denied mortgage to Black couple in Charlotte

In August 2019, Crystal Marie and Eskias McDaniels, a Black couple, were denied a mortgage for a house in Charlotte, North Carolina, by loanDepot's automated underwriting algorithm. The algorithm rejected the application because Crystal Marie was a contractor, not a full-time employee, despite her high credit score and income. After the couple enlisted their real estate agent and employer to intervene, the lender reversed the decision and cleared them to close. The couple alleged that race played a role in the denial, which loanDepot denied.

Company involved
loanDepot
AI system involved
Classic FICO and Fannie Mae/Freddie Mac automated underwriting software

10 source articles · read the reporting →

WF-U4WH351 Jun 2020

ScaleFactor reportedly failed to deliver promised automated bookkeeping software

ScaleFactor, an Austin-based startup, is reported to have failed to deliver the automated, real-time bookkeeping tools it promised customers, instead relying on human bookkeepers and a Filipino contract accounting firm. The company told Forbes in June that it was shutting down, initially blaming the pandemic, but Forbes later reported that its problems predated Covid-19. Investors reportedly came to see the company as more of a services business than a software platform, and pulled funding after a pivot to a marketplace model. No legal or regulatory action is reported.

Company involved
ScaleFactor

10 source articles · read the reporting →

WF-AZG6G11 Jan 2020

Hackers use deep voice tech in $35 million theft

Hackers used deep voice technology to impersonate a person and steal $35 million. The Dubai Public Prosecution Office is investigating the money laundering that occurred in January 2020. The United States Department of Justice filed an application to assist the UAE in collecting evidence.

7 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 →

WF-XHWUDY14 Jun 2022

Zhengzhou officials punished for red health codes on depositors

Five officials in Zhengzhou were punished for ordering red health codes to be assigned to 1,317 depositors of four village banks, restricting their movement and preventing them from withdrawing savings. The officials acted without authorization, and the codes were later turned green after media coverage. Legal experts say the liability for privacy invasion remains unresolved, and the banks may face breach of contract claims.

Company involved
Zhengzhou municipal government
AI system involved
Health code system

10 source articles · read the reporting →

WF-AJLVH75 Aug 2026

Southland Homes & Real Estate and Investment, LLC v. Lam (SC California): AI-hallucinated content in court filing, Monetary Sanctions; Bar…

The AI system generated legal briefs containing fabricated case citations, which were filed in court, affecting the court and the opposing party.

1 source article · 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 →

WF-O2M7OU21 Mar 2025

City analyst Michael Hewson cloned in AI deepfake scam on social media

A deepfake video using AI to impersonate City analyst Michael Hewson circulated on Facebook and Instagram, directing users to a WhatsApp group promising undervalued investments. The scam used fear-of-missing-out tactics to lure victims. Hewson publicly disavowed the video and reported it to Meta, expressing anger.

Company involved
Meta

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 →

Northeast Ohio man scammed out of $20,000 by deepfake Elton John video

A 71-year-old man in Northeast Ohio was scammed out of $20,000 after watching a deepfake video of Elton John on Instagram that falsely promised easy money through an online store. He was guided by two individuals posing as company representatives to open bank accounts and credit cards, which they then used to charge his cards. The victim, who was working part-time and seeking extra income, is now in debt and has returned to full-time work. One credit card company has credited $9,400, and he is working to recover the remaining funds.

1 source article · read the reporting →

WF-W5E4OY1 Sep 2021

Utah's online dispute resolution system leads to default judgments against defendants

Utah's online dispute resolution system for small claims cases automatically enters default judgments against defendants who fail to register within 14 days. Samantha Thompson missed the buried notice in her summons and was ordered to pay $995.42 plus wage garnishment. The system has increased default judgment rates, especially for payday lenders. Critics say the confusing paperwork disadvantages low-income litigants.

Company involved
Utah State Courts
AI system involved
Utah Online Dispute Resolution System

4 source articles · read the reporting →

DWP algorithm approved Kickstart gateways with no trading history or based abroad

An FE Week investigation found that the Department for Work and Pensions (DWP) approved dozens of companies as Kickstart gateways through automated due diligence checks using the Cabinet Office Spotlight Tool, although some had little or no trading history or were based abroad. The DWP said gateways were subject to stringent checks and later said human checks were also used. After the findings were shared with the Treasury and the DWP, the department stopped taking gateway applications and scrapped the requirement for small employers to use gateways from 3 February.

Company involved
Department for Work and Pensions
AI system involved
Cabinet Office Spotlight Tool

3 source articles · read the reporting →

WF-V1TSIX11 Mar 2023

Bots and short sellers spread misinformation to trigger First Republic Bank run

A report by Valent Technologies alleges that AI-powered bots and fake accounts spread misinformation about First Republic Bank in March 2023, coinciding with a $100 billion deposit withdrawal and the bank's collapse. The report suggests short sellers likely orchestrated the bots to drive down the share price. Federal regulators closed the bank and sold its assets to J.P. Morgan, and the bank's former CEO attributed the collapse to 'contamination' by anxiety.

2 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 →

WF-2CXT6S1 Jan 2018

SEC charges YouPlus and CEO with defrauding investors

The SEC charged machine-learning startup YouPlus and its CEO Shaukat Shamim with defrauding investors. Shamim allegedly made false statements about the company's revenue and customer numbers, including providing falsified bank statements. The scheme unravelled when Shamim confessed to investors that the company had earned less than $500,000 and had only four paying customers since 2013. The SEC is seeking permanent injunctions, civil penalties, and an officer-and-director bar.

Company involved
YouPlus
AI system involved
YouPlus machine-learning tool

1 source article · read the reporting →

WF-DFMQ9J1 Mar 2024

Insurer drops California homeowner after aerial photo analysis

Cindy Picos was dropped by her home insurer after the company used aerial photos to assess her roof. The insurer refused to let her see the photos, and she believes her roof is in fine shape. The incident highlights the growing use of drones and aerial imagery by insurers to inspect properties without in-person visits.

2 source articles · read the reporting →

WF-T5ERDR1 Mar 2023

Bank of America Customer Targeted by AI Voice Deepfake Scam

Clive Kabatznik, a Florida investor, was targeted by scammers who used AI-generated voice deepfakes to impersonate him in calls to his Bank of America representative. The fraudsters attempted to trick the banker into transferring money, but the banker became suspicious and hung up. The bank reported the incident to its security team, and it took about 10 days for Mr. Kabatznik to re-establish contact with his banker. The incident highlights the growing threat of voice deepfakes in financial scams.

Company involved
Bank of America

2 source articles · read the reporting →

WF-GII1SJ9 May 2022

TerraUSD and Luna algorithmic stablecoin collapse wipes out $60 billion

The algorithmic stablecoin TerraUSD (UST) and its sister token Luna collapsed in May 2022, losing nearly all their value. The system, developed by Terraform Labs, used an algorithm to maintain a $1 peg for UST by swapping with Luna. A bank run triggered by large withdrawals and a drop in yields caused a death spiral, wiping out approximately $60 billion in market value. Do Kwon, the founder, attempted to save the peg using Bitcoin reserves but ultimately failed.

Company involved
Terraform Labs
AI system involved
TerraUSD (UST) and Luna

10 source articles · read the reporting →

WF-D83EVM2 Nov 2021

Zillow faces securities class action over Zillow Offers wind-down

Zillow Group, Inc. is accused of making false and misleading statements to investors about its Zillow Offers home-flipping business. The company allegedly failed to disclose that its forecasting algorithm was unable to predict home prices accurately, leading to a $304 million inventory write-down and a decision to wind down the business. Investors who bought shares between February 10 and November 2, 2021, suffered losses when the stock price dropped after the announcement. A class action lawsuit has been filed in Washington federal court.

Company involved
Zillow Group, Inc.
AI system involved
Zillow Offers

10 source articles · read the reporting →

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