AI Incident Database
117 documented incidents. Search, filter, and explore.
LSEG World-Check AI Screening Database Falsely Flagged Innocent People as Terrorists
CriticalLSEG's World-Check screening database used AI algorithms that falsely flagged hundreds of innocent people as terrorists or criminals, causing them to be denied banking services and face reputational harm.
Major Banks' AI Fraud Detection Systems Freeze Legitimate Customer Accounts
HighAI fraud detection systems at Chase, Wells Fargo, and Bank of America systematically froze legitimate customer accounts, disproportionately affecting minorities and gig workers, leading to class action lawsuits and FTC investigation.
AI Translation Errors in Border Control Led to Wrongful Detentions
HighAI translation tools used by U.S. border control agents produced incorrect translations of Arabic and other languages, leading to wrongful detentions of travelers based on false criminal associations created by translation errors.
AI Photo Editing Tools Remove People of Color from Group Photos Due to Biased Training Data
HighMultiple AI photo editing tools were discovered removing or altering people of color from images when users requested photo enhancement, revealing systematic bias in training data and beauty standard algorithms.
Automated License Plate Reader AI System Caused Wrongful Arrests in Colorado and Nationwide
HighAn ALPR system falsely identified a family's minivan as a stolen motorcycle, leading to a traumatic armed police stop. The incident highlights systemic accuracy issues with AI-powered license plate recognition in law enforcement.
Detroit Police Wrongful Arrest of Pregnant Black Woman Due to Facial Recognition Misidentification
HighDetroit police wrongfully arrested Porcha Woodruff, an eight-months pregnant Black woman, based solely on a facial recognition misidentification, holding her for 11 hours on robbery and carjacking charges before dropping the case.
AI Content Detectors Falsely Accused Non-Native English Speakers of Academic Dishonesty at UC Davis
MediumAI writing detection tools at UC Davis and other universities systematically flagged writing by non-native English speakers as AI-generated, leading to false academic dishonesty accusations and highlighting significant bias in content detection technology.
Turnitin AI Detection Tool Falsely Accused Students of Cheating, Triggering Lawsuits
MediumTurnitin's AI detection tool falsely flagged human-written essays as AI-generated, disproportionately affecting non-native English speakers and leading to wrongful academic discipline and multiple lawsuits against universities.
NYC Bias Audits Reveal Disparities in Automated Hiring Systems Under Local Law 144
MediumNYC's Local Law 144 mandating bias audits of automated hiring tools revealed significant demographic disparities in AI screening systems. Multiple companies' tools showed substantially different selection rates across protected groups, highlighting systemic bias in employment algorithms.
AI Parole Risk Assessment Tools Showed Racial Bias Against Black Defendants Across Multiple US States
HighA 2023 NIJ study found that AI risk assessment tools used in 40+ states systematically assigned higher risk scores to Black defendants. These tools influence parole, sentencing, and pre-trial detention decisions affecting hundreds of thousands annually.
iTutorGroup AI Hiring Tool Discriminated Against Older Applicants
HighiTutorGroup's AI hiring tool automatically rejected older applicants, leading to a $365,000 EEOC settlement in 2023 for age and gender discrimination.
AI Resume Screening Tools Systematically Discriminate Against Disabled Job Applicants
HighMultiple studies revealed AI resume screening tools systematically discriminated against disabled job applicants by penalizing employment gaps and accommodation keywords, prompting EEOC guidance on AI hiring discrimination.
iTutorGroup AI Hiring Tool Discriminated Against Older Applicants in First Major EEOC AI Bias Settlement
HighiTutorGroup's AI hiring software systematically rejected female applicants over 55 and male applicants over 60, resulting in the first major EEOC settlement for AI-driven employment discrimination at $365,000.
AI Writing Detection Tools Falsely Accused Students of Cheating, Leading to Disciplinary Actions
HighAI writing detection tools like Turnitin and GPTZero produced widespread false positives in 2023, incorrectly flagging human-written student work as AI-generated. Non-native English speakers were disproportionately affected, leading to unfair disciplinary actions.
Paradox AI Recruiting Chatbot Olivia Accused of Age Discrimination Against Older Job Applicants
MediumParadox's AI recruiting chatbot Olivia was accused of age discrimination through interface design and language patterns that systematically disadvantaged older job applicants who were less familiar with digital communication.
AI-Powered Border Surveillance Systems Generate False Alerts on Legitimate Asylum Seekers
HighAI surveillance towers deployed by CBP along the US-Mexico border generated false alerts flagging legitimate asylum seekers as threats. The systems demonstrated algorithmic bias, leading to unnecessary detentions and civil rights concerns.
Paradox Olivia Recruiting Chatbot Exhibited Bias Based on Perceived Accent and Ethnicity
MediumParadox's AI recruiting chatbot Olivia was reported to provide less responsive service to candidates with names suggesting certain ethnic backgrounds, raising discrimination concerns in automated hiring processes.
AI Recruitment System Penalized Candidates with Employment Gaps from Medical Leave
MediumAI recruitment systems systematically penalized job candidates with employment gaps from medical leave, military service, and caregiving responsibilities, leading to discriminatory hiring practices affecting thousands of applicants.
Macy's Facial Recognition System Falsely Identified Black Customer as Shoplifter
HighMacy's facial recognition system falsely identified a Black customer as a shoplifter, leading to wrongful detention and public humiliation in Houston, highlighting ongoing issues with AI bias in retail security.
Workday AI Hiring System Sued for Age and Disability Discrimination
HighA 2023 class action lawsuit alleged that Workday's AI-powered hiring screening tools systematically discriminated against older workers and disabled applicants, marking a significant case targeting the HR technology vendor rather than just employers.