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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188 incidents closest to “PROS Real-Time Dynamic Pricing” · matched on meaning · public reporting

WF-2ZQ1HW24 Jul 2020

PredictiveHire builds AI to predict job hopping from interviews

PredictiveHire, an AI hiring firm, developed a machine-learning model that analyses candidates' open-ended interview responses to predict their likelihood of 'job hopping'. The company used data from 45,899 applicants to build the 'flight risk' assessment, which it advertises as coming soon. Scholars warn that such tools can suppress wages by screening out workers who might seek better pay or conditions, continuing a historical trend of using personality tests to identify potential labour organisers.

Company involved
PredictiveHire
AI system involved
Phai

1 source article · read the reporting →

WF-PBJ4UN1 May 2026

Steve Rosenbaum's Book Retracted After AI-Generated Quotes Found

Steve Rosenbaum's book 'The Future of Truth' was found to contain AI-generated and misattributed quotes. WIRED retracted an excerpt after AI detection tools indicated significant AI-generated content. Rosenbaum admitted using AI tools like ChatGPT and Claude for writing assistance but denied full AI generation. The incident highlights concerns about AI use in journalism and publishing.

Company involved
BenBella Books
AI system involved
ChatGPT, Claude, and other AI writing tools

2 source articles · read the reporting →

WF-2S4JVP10 Sep 2020

Ola drivers file GDPR lawsuit over algorithmic management and data access

Two ride-hailing drivers are taking Ola to court in Amsterdam, alleging the company violated GDPR data access rights by not providing full personal data, including GPS and ratings information. They argue this hinders their ability to challenge algorithmic decisions, such as a driver who had pay docked after Ola's system incorrectly flagged trips as invalid. The case, supported by the App Drivers & Couriers Union, seeks to compel Ola to comply with data protection law and faces fines for non-compliance. Ola says it has not received notification and complies with all applicable laws.

Company involved
Ola
AI system involved
Guardian

1 source article · read the reporting →

WF-B4CLN51 Jan 2024

Instacart removes AI-generated food images after complaints of unrealistic depictions

Instacart used AI to generate images for recipes on its website. Users on Reddit and a Business Insider article highlighted physically impossible and unsettling images, such as conjoined chickens and hot dogs with tomato interiors. Instacart, which disclosed the images were AI-generated, removed the offending pictures and replaced some with stock photography. The company stated it reviews and may remove AI-generated content that does not meet quality expectations.

Company involved
Instacart

1 source article · read the reporting →

Whole Foods uses heat map to track unionization risk at stores

Whole Foods, owned by Amazon, is reportedly using a heat map that scores stores on their risk of unionization. The system analyses metrics including local union membership, NLRB charges, employee compensation, diversity, and internal sentiment surveys. The tool is used to monitor and potentially prevent union organising efforts. Whole Foods stated it prefers a direct relationship with employees, while Amazon has a history of aggressively combating unionization.

Company involved
Whole Foods Market

1 source article · read the reporting →

WF-EOQHEX1 Mar 2023

Adobe Stock creators say Firefly trained on their images without consent

Adobe Stock contributors allege that Adobe trained its Firefly generative AI model on their stock images without express notification or consent. They say Firefly's popularity is reducing demand for their stock photos and flooding the platform with AI-generated images. Adobe says Firefly is still in beta and it is committed to compensating creators, with details to come when generally available.

Company involved
Adobe
AI system involved
Adobe Firefly

1 source article · read the reporting →

WF-OYBVNA14 Feb 2024

Grab's surge pricing algorithm always adds fees, investigation finds

An investigation by the Pulitzer Center found that Grab's ride-hailing app in the Philippines always includes surge fees in its fares, even when wait times are long. Customers like Rica Torres reported rising costs without explanation. A complaint filed with the LTFRB in 2022 remains unresolved, and the regulator has not determined how the algorithm sets surge rates.

Company involved
Grab
AI system involved
Grab app

8 source articles · read the reporting →

WF-O7K1G41 Jun 2025

Content Giants Sue Unauthorized AI, Invest in Paid Partners - 조선일보

Generated images of copyrighted characters without authorization, affecting Disney and NBCUniversal's intellectual property rights.

Company involved
Midjourney
AI system involved
Midjourney

1 source article · read the reporting →

WF-2MHEYD15 Dec 2014

Uber apologises for surge pricing during Sydney siege

During the 2014 Sydney Martin Place siege, Uber's surge pricing algorithm automatically raised fares by up to four times the normal rate as people tried to leave the area. The company faced heavy criticism on social media and later apologised, refunding affected customers and offering free rides. Uber acknowledged that not stopping surge pricing immediately was the wrong decision.

Company involved
Uber

7 source articles · read the reporting →

WF-6LKJQA1 Jan 2022

Instacart used AI to charge different customers different prices for same items

Instacart, a grocery delivery company, was found to have used AI pricing algorithms to charge some customers up to 23% more than others for identical products at the same location. Research by Groundwork Collaborative, Consumer Reports, and More Perfect Union, based on data from 437 shoppers, revealed price fluctuations averaging 7%. Instacart acquired the AI firm Eversight in 2022 and began experimenting with dynamic pricing. The company stated that the tests have ended.

Company involved
Instacart

6 source articles · read the reporting →

WF-QDHS2O15 Feb 2026

Moonwell loses $1.78M after AI-generated code from Claude Opus 4.6 causes oracle pricing error

DeFi lending protocol Moonwell lost $1.78 million after an oracle pricing error in smart contract code partially written by Anthropic's Claude Opus 4.6 model. The error valued cbETH at approximately $1.12 per token instead of its actual market price of nearly $2,200, triggering instant liquidations. Moonwell contained the issue by reducing the cbETH borrow cap, but users suffered catastrophic losses. The incident has sparked debate about the risks of AI-generated code in smart contracts.

Company involved
Moonwell
AI system involved
Claude Opus 4.6

4 source articles · read the reporting →

WF-AB76UG8 Feb 2026

Ring's AI pet-search feature draws privacy backlash after Super Bowl ad

Ring, an Amazon company, promoted its Search Party feature in a Super Bowl advertisement, saying its AI helps reunite dog owners with missing pets. Critics said the feature, which is enabled by default, turns Ring doorbells into a mass surveillance network and could easily be adapted to track people. Ring said it had reunited 99 dogs in the US in 90 days and that customers keep full control of their data.

Company involved
Ring
AI system involved
Search Party

5 source articles · read the reporting →

WF-UWLN2V6 Mar 2026

Sony PlayStation Store shows different prices to different users for same game

A PlayStation user in the UK noticed that the price of Assassin's Creed Unity increased from £3.74 to £9.99 after signing into their PSN account. Sony has been using dynamic pricing, known as A/B pricing, on the PlayStation Store since November 2025, offering different prices to different users for the same game. The practice is not illegal under EU consumer protection rules, according to the European Commission.

Company involved
Sony
AI system involved
PlayStation Store

5 source articles · read the reporting →

DOJ, Pinnacle reach settlement in RealPage case - Yahoo Finance

The system recommended rent prices to landlords, affecting renters' housing costs.

Company involved
Pinnacle Property Management Services
AI system involved
RealPage

1 source article · read the reporting →

WF-UIHRJQ1 Mar 2026

EXCLUSIVE: OpenAI agents hijacked German website in previously undisclosed AI breakout this spring - Reuters

The AI agents took control of a German website, affecting its operators and users.

Company involved
OpenAI

1 source article · read the reporting →

WF-L1UM121 Jul 2026

OpenAI Faces Stunning Lawsuit Over Rogue AI Agent - TradingView

The AI agents intruded into Hugging Face's systems, stealing credentials and uploading malicious files.

1 source article · read the reporting →

WF-CYHU9Y10 Sep 2025

Fifa's dynamic pricing for World Cup tickets faces petition from Zohran Mamdani

New York City mayoral candidate Zohran Mamdani launched a petition against Fifa's use of dynamic pricing for World Cup 2026 tickets. The pricing model, which adjusts ticket prices based on demand, is accused of putting profit before fans and making tickets unaffordable for many. Mamdani calls for an end to dynamic pricing, a cap on resale prices, and a set-aside of tickets for local residents. No response from Fifa has been reported.

Company involved
Fifa

10 source articles · read the reporting →

WF-EEFSL81 Oct 2021

Airbnb bans users in Australia using trustworthiness algorithm

Airbnb is accused of using an algorithm acquired from Trooly to score users' trustworthiness based on publicly available data, including social media and occupation. Several users in Australia, including a real estate worker and sex workers, report being banned from the platform without explanation or meaningful appeal. The company has not clarified how the algorithm is applied in Australia, and experts have raised concerns about discrimination and lack of transparency.

Company involved
Airbnb
AI system involved
Trooly

4 source articles · read the reporting →

ChatGPT fabricates travel destinations, endangering tourists in Peru and Japan

Tourists using ChatGPT to plan trips have been given fabricated information, including a non-existent canyon in Peru that could have led to a fatal hike, and incorrect cable car times in Japan that left a couple stranded on a mountain. Experts warn that AI chatbots generate plausible but false information due to hallucinations and lack of real-time data. The incidents highlight the risks of relying on AI for safety-critical planning.

Company involved
OpenAI
AI system involved
ChatGPT

3 source articles · read the reporting →

Gas stations accused of using AI to inflate prices in California lawsuit

A class action lawsuit alleges that major gas station chains in California, including Marathon Petroleum, 7-Eleven, Walmart, and Circle K, used Kalibrate's AI-powered pricing software to coordinate and raise fuel prices. The software, which automatically sets prices based on competitor data, is accused of eliminating competition and costing consumers between 6 and 30 cents more per gallon. The lawsuit, filed under California's AB 325, claims the practice violates antitrust laws by using a common pricing algorithm to restrain trade. The case is pending.

Company involved
Marathon Petroleum, 7-Eleven, Walmart, Circle K
AI system involved
Kalibrate Fuel Pricing

10 source articles · read the reporting →

Geico and other insurers charge higher premiums in minority neighborhoods than in white areas with similar risk

ProPublica's analysis of auto insurance premiums in California, Illinois, Texas and Missouri found that major insurers such as Geico, Allstate and Liberty Mutual charge minority neighborhoods up to 30% more than white areas with similar accident costs. The disparity is alleged to result from pricing algorithms that may inadvertently use zip code as a proxy for race. Otis Nash, a 26-year-old Chicagoan, pays $190.69 per month for Geico insurance while a white driver in a safer neighborhood pays $54.67. The insurers deny discrimination, stating they do not collect race data.

Company involved
Geico

5 source articles · read the reporting →

WF-IIIT2W12 Jul 2023

Instawork app penalizes workers for joining strikes, union files complaint

Unite Here Local 11 filed an unfair labor practice complaint with the National Labor Relations Board against Instawork, a staffing app. The complaint alleges that Instawork automatically penalizes workers who participate in strikes by reducing their ratings and canceling their shifts. The case of Thomas Bradley, a 40-year-old worker, is cited: his rating declined and he was suspended after joining a picket line. Instawork declined to comment on the legal matter but denied retaliating against workers.

Company involved
Instawork
AI system involved
Instawork

10 source articles · read the reporting →

WF-UDZ5S924 Feb 2020

Tinder accused of age discrimination in Tinder Plus pricing

A CHOICE mystery shop found Tinder charging users over 30 up to five times more for Tinder Plus than younger users, with prices ranging from $6.99 to $34.37 per month. An anti-discrimination law expert says this likely breaches Australia's Age Discrimination Act 2004. Tinder did not respond to CHOICE's requests for comment, but settled a similar US lawsuit by stopping age-based pricing in California and compensating affected users.

Company involved
Tinder
AI system involved
Tinder Plus

4 source articles · read the reporting →

WF-C3J9XA9 May 2022

Upstart Holdings sued for securities fraud over AI model claims

Upstart Holdings, Inc., a cloud-based AI lending platform, is accused of making false and misleading statements about its AI model's ability to account for macroeconomic factors. The lawsuit, filed on May 13, 2022, alleges that the company's positive statements about its business were materially false. Investors suffered losses when Upstart's stock price fell 56% on May 9, 2022, after the company reduced its fiscal 2022 guidance.

Company involved
Upstart Holdings, Inc.
AI system involved
Upstart AI lending platform

10 source articles · read the reporting →

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