Become a Member

Regulation TrackerLaws, orders and treaties read for their security duties and clocks Standards & FrameworksAttack taxonomies, control catalogues and frontier frameworks AI Incident DatabaseThe security incident record, with mechanism and lesson Research Paper LibraryThe papers that define the field, summarised OSS DirectoryRed teaming, guardrail, supply chain and evaluation tools Case StudiesProgrammes built, with measured outcomes AI Vulnerability TrackerCVEs and advisories for the components AI systems are built from

Latest in the tracker

New York Stop Addictive Feeds Exploitation (SAFE) for Kids Act and implementing rulesNew York's law restricting algorithmic feeds for minors takes effect on 25 January 2027 under final rules published in July 2026, with certified age assurance and $5,000-per-violation penalties.

Knowledge Base Regulation Tracker Standards & Frameworks OSS Directory AI Incident Database Research Paper Library Case Studies Society Articles News Jobs About Charter Become a Member

Home/AI Incident Database/Image Upscaling Algorithm PULSE Allegedly Produced Facial Images with Caucasian Features More Often

Image Upscaling Algorithm PULSE Allegedly Produced Facial Images with Caucasian Features More Often

Image upscaling tool PULSE powered by NVIDIA's StyleGAN reportedly generated faces with Caucasian features more often, although AI academics, engineers, and researchers were not in agreement about where the source of bias was.

Severity: MediumUnfair discrimination and misrepresentation

Sources

incidentdatabase.aihttps://incidentdatabase.ai/cite/165/

Incident summary from the AI Incident Database, used under CC BY-SA 4.0.

Contribute

Spot an error, or know a record we should add? Members can propose additions and submit corrections.

Submit incident Report a correction or request removal

Image Upscaling Algorithm PULSE Allegedly Produced Facial Images with Caucasian Features More Often

Sources

Contribute

Related in AI Incident Database

Sora Video Generator Has Reportedly Been Creating Biased Human Representations Across Race, Gender, and Disability

Apple’s Voice Dictation Reportedly Substitutes ‘Trump’ for ‘Racist’ Due to Speech Recognition Bug

Infinite Campus AI-Driven Student Risk Model Leads to Cuts in Support for Nevada's Low-Income Schools