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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43 incidents closest to “Total price display” · matched on meaning · public reporting

$3.75M HireVue Illinois BIPA class action settlement - Top Class Actions

Collected voice and facial biometrics from job applicants during video interviews without consent

Company involved
HireVue Inc.
AI system involved
HireVue

1 source article · read the reporting →

Uber fined €825 million for suspending drivers through algorithms without human review - MediaNama

Uber fined €825 million for suspending drivers through algorithms without human review MediaNama

1 source article · read the reporting →

WF-ZAN98121 Aug 2026

Uber fined nearly 825 million euros for automated driver blocking - Autoriteit Persoonsgegevens

Uber's automated system blocked drivers from the platform

Company involved
Uber

1 source article · read the reporting →

WF-0V6MSIArabic

Google AI Search Shows Product Prices 21.6% Higher

بحث غوغل بالذكاء الاصطناعي يعرض أسعارًا أعلى بـ 21.6% للمنتجات - وكالة عمون الاخبارية

A study found that Google's AI Mode shows the same products at prices 21.6% higher on average compared to traditional search. The primary seller for the same product differed nearly 50% of the time, suggesting AI Mode prioritizes different sellers and is less focused on low prices. Google stated that all shopping results, including AI Mode, use the same Shopping Graph data source.

Company involved
Google
AI system involved
AI Mode

1 source article · read the reporting →

WF-378VKW1 Sep 2016

Amazon's Algorithm Favours Its Own Products Over Cheaper Alternatives

ProPublica found that Amazon's buy box algorithm often selects Amazon's own products or those of sellers who pay for its services, even when cheaper options exist. This results in customers paying higher prices, with an average difference of $7.88 per product. Sellers who do not pay for Amazon's Fulfilled by Amazon programme are disadvantaged and may lose sales. Amazon states that the algorithm considers factors beyond price, such as shipping speed and customer service.

3 source articles · read the reporting →

WF-93NTD525 Apr 2019Korean

Tesla Autopilot Fatal Crash Compensation Set at $243 Million — How Ad Language Redefines Automotive Liability

테슬라 오토파일럿 사망사고 배상 2,430억 원 확정 — 광고 문구가 바꿀 자동차 책임의 경계 - 얼리어답터뉴스

A U.S. federal court finalized $243 million in damages against Tesla for a 2019 fatal crash involving Autopilot. The jury found Tesla's marketing language misled consumers about the system's capabilities, assigning the company 33% of the blame and imposing $200 million in punitive damages.

Company involved
Tesla
AI system involved
Autopilot

1 source article · read the reporting →

WF-5YXCSP1 Sep 2021

Uber's Secretive 'Upfront Fares' Algorithm Cuts Driver Pay in Many Cities

Uber introduced an opaque algorithm called 'Upfront Fares' to calculate driver pay in 24 U.S. cities, replacing the previous time-and-distance-based rate. Drivers report lower and unpredictable earnings, with Uber taking a larger cut of fares. The company claims the change gives drivers more control, but critics say the secrecy makes it impossible to verify fair pay. The algorithm may learn the lowest rate drivers will accept, potentially driving down wages.

Company involved
Uber
AI system involved
Upfront Fares

3 source articles · read the reporting →

WF-Z7PLQV18 Apr 2011

Algorithmic Pricing Glitch Causes $24 Million Book Listing on Amazon

Two booksellers on Amazon, profnath and bordeebook, used algorithmic pricing to automatically adjust their prices relative to each other. Due to a lack of upper price limits, their algorithms entered a feedback loop, driving the price of a used copy of 'The Making of a Fly' to over $23 million. The error was discovered by a researcher and the price was later manually corrected by one of the sellers. No purchase was made at the inflated price.

Company involved
profnath and bordeebook
AI system involved
Amazon algorithmic pricing

2 source articles · read the reporting →

WF-CA5PVX14 Feb 2024

Meta's Advantage Plus AI ad tool overspends and underperforms for advertisers

In February 2024, Meta's automated ad platform Advantage Plus began malfunctioning, causing advertisers' costs per impression to skyrocket and blowing through daily budgets without delivering sales. Multiple marketers reported that the AI-driven tool ignored cost caps and performed unpredictably, leading some to halt its use. Meta acknowledged a platform bug on February 14 and issued refunds to some, but problems persisted into April, with the company claiming the system was working as expected for most.

Company involved
Meta
AI system involved
Advantage Plus

1 source article · read the reporting →

WF-78BIQP3 Jun 2017

Uber's pricing algorithm surged prices during London Bridge attack

On June 3, 2017, during a terrorist attack on London Bridge, Uber's dynamic pricing algorithm increased ride prices by over 200% for 43 minutes. Customers attempting to flee the area faced surge pricing. The algorithm automatically adjusted prices based on supply and demand without accounting for the emergency.

Company involved
Uber

7 source articles · read the reporting →

WF-5919YN1 Sep 2019

Booking.com still misleading consumers with false '1 room left' claims

Booking.com continues to display misleading scarcity messages on its hotel booking platform, claiming that only one room is left when in fact many more are available. Which? Travel found that five out of ten such claims were inaccurate, with one example showing 34 rooms still available at a London hotel. The Competition and Markets Authority had given Booking.com until 1 September 2019 to change its practices, but the platform has not fully complied. Booking.com says it has worked to implement the commitments agreed with the CMA.

Company involved
Booking.com

10 source articles · read the reporting →

WF-ITDLNT1 Nov 2018

Uber and Lyft pricing algorithms charge more in non-white areas

A study of over 100 million rides in Chicago between November 2018 and December 2019 found that Uber and Lyft's pricing algorithms charged higher fares per mile for trips to or from neighbourhoods with higher proportions of non-white residents. The researchers analysed trip data against census demographics and found no statistical link to higher demand in those areas. Both companies acknowledged the study and said they would review the findings, but no changes have been reported.

Company involved
Uber
AI system involved
Uber pricing algorithm

10 source articles · read the reporting →

WF-5IH5EH22 Oct 2019

Gradient app charges users unexpected subscription fees after free trial

The Gradient app, a celebrity lookalike app promoted by the Kardashians, charges users $19.99 per month after a three-day free trial without clear disclosure. Users complained on social media about unexpected credit card charges. The app's developer, Ticket to the Moon, has not addressed the billing complaints but denied collecting user data.

Company involved
Ticket to the Moon, Inc.
AI system involved
Gradient

9 source articles · read the reporting →

WF-KBSLAS16 Sep 2020

Shipt's new V2 algorithm reduces pay for 41% of workers, study finds

A study by MIT Media Lab and Coworker.org found that Shipt's new V2 payment algorithm reduced pay for 41% of workers by an average of 11% per shop. The algorithm, rolled out in September 2020, replaced a transparent payment system with a black-box model. Workers pooled data to analyze the impact, revealing uneven distribution of earnings.

Company involved
Shipt
AI system involved
V2

10 source articles · read the reporting →

WF-YQ3F4O1 Nov 2015

Airbnb smart-pricing algorithm increased racial revenue gap, study finds

A study by Carnegie Mellon University found that Airbnb's smart-pricing algorithm increased the revenue gap between White and Black hosts, even though it narrowed the gap among hosts who adopted it. The algorithm, which sets daily prices automatically, was adopted by fewer Black hosts, so its suggested prices were closer to the optimum for White hosts. The researchers said the tool could reduce racial disparities only if more Black hosts adopted it.

Company involved
Airbnb
AI system involved
Airbnb smart-pricing algorithm

10 source articles · read the reporting →

WF-LBFMV812 Dec 2014

Amazon sellers lose thousands after RepricerExpress pricing glitch

A software glitch in RepricerExpress's automated repricing system caused products sold by Amazon sellers to be priced at 1p, leading to significant financial losses for the sellers. RepricerExpress apologised but did not offer compensation, while Amazon said it had reached out to affected sellers but many reported no response. Some sellers have instructed lawyers to take legal action against RepricerExpress and Amazon.

Company involved
RepricerExpress
AI system involved
RepricerExpress

10 source articles · read the reporting →

WF-V4BUUG21 Jun 2022

Bruce Springsteen addresses Ticketmaster dynamic pricing outrage

Bruce Springsteen addressed fan outrage over Ticketmaster's dynamic pricing for his 2023 tour, which led to ticket prices skyrocketing up to $5,000. Springsteen said he told his team to do what other artists do and that most tickets were affordable. He offered refunds to fans who complained.

Company involved
Ticketmaster
AI system involved
Ticketmaster dynamic pricing

9 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-A3DBHF1 Jul 2023

French competition authority fines Google €250 million over Bard content use

The Autorité de la concurrence has fined Google €250 million for breaching commitments on related rights. The authority found that Google's Bard (now Gemini) chatbot used content from press agencies and publishers to train its foundation model and for grounding and display, without informing them or offering an opt-out that did not affect other Google services. Google did not contest the facts and proposed corrective measures.

Company involved
Google
AI system involved
Bard (now Gemini)

9 source articles · read the reporting →

WF-8CN1241 Mar 2023

Uber surge pricing capped by NSW government after commuters overcharged during rail shutdown

During a city rail network shutdown in March 2023, Uber's surge pricing algorithm charged commuters hundreds of dollars above normal fares. One passenger was charged $500 for a trip from Sydney to Mount Annan that usually costs $40. Uber apologized and reimbursed affected customers. The NSW government then made an agreement with Uber to cap surge pricing during public transport disruptions.

Company involved
Uber
AI system involved
Uber surge pricing

6 source articles · read the reporting →

WF-BMQFB431 Dec 2015

Uber users angry over New Year's Eve surge pricing in Australia

Uber's dynamic pricing algorithm increased fares by up to 800% on New Year's Eve in Australia, leaving some users with bills hundreds of dollars above normal. Skye Shanahan was charged $720 for a trip that usually costs $100, and Kris Keen paid $330 for a $40 ride. Uber defended the surge pricing, saying it encourages more drivers, and offered $180 credit to Shanahan.

Company involved
Uber
AI system involved
surge pricing

10 source articles · read the reporting →

Delta uses AI from Fetcherr for domestic ticket pricing

Delta Air Lines is using generative AI from Fetcherr to determine some domestic flight prices, currently covering 3% of its network with plans to reach 20% by end of 2025. Democratic senators expressed concern that the AI could be used for individualized pricing based on personal data, leading to higher fares. Delta denies using personal data in pricing and states it complies with regulations. No actual harm has been reported.

Company involved
Delta Air Lines
AI system involved
Fetcherr

8 source articles · read the reporting →

GMB members report declining earnings since Uber introduced dynamic pricing

GMB Union has welcomed a report into Uber's dynamic pricing that appears to show it benefits Uber more than drivers. GMB members have reported declining earnings since the introduction of dynamic pricing. The union has called for greater transparency around earnings in the gig economy and will review the report before consulting members on next steps.

Company involved
Uber
AI system involved
dynamic pricing

8 source articles · read the reporting →

Kroger's digital price tags investigated for surge pricing concerns

U.S. Senators Elizabeth Warren and Bob Casey sent a letter to Kroger CEO Rodney McMullen raising concerns about the company's use of Electronic Shelving Labels (ESLs) for dynamic pricing. The system, called EDGE shelf and developed with Microsoft, can change prices based on time of day or weather, potentially leading to price gouging. The senators warned that this could harm consumers by increasing grocery costs and requested information from Kroger about its use of the technology.

Company involved
Kroger
AI system involved
EDGE shelf (Electronic Shelving Labels)

10 source articles · read the reporting →

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