Google's image search algorithm displayed racially biased results when searching for 'unprofessional hairstyles for work', showing predominantly images of Black women with natural hair, while 'professional hairstyles' returned mostly images of white women with straight hair.
Google's image search algorithm produced racially discriminatory results when users searched for workplace hairstyle terms. Twitter user BonKamona from Botswana discovered that searching for 'unprofessional hairstyles for work' yielded results showing almost exclusively Black women with natural hair textures, while searching for 'professional hairstyles' returned predominantly images of white women with straight hair. The issue was amplified when Twitter user MalumDube pointed out that identical hairstyles appeared as 'professional' when worn by white women but 'unprofessional' when worn by Black women. The problematic results were verified by multiple users across different search engines. Google explained that the algorithm pulls images from web content where they are tagged or discussed, meaning it was likely reflecting existing societal biases present in online discussions about workplace hair discrimination. Many of the source images came from articles and Pinterest boards that were actually criticizing workplace hair discrimination against Black women, but the algorithm associated these images with the term 'unprofessional' based on surrounding text context. The incident sparked widespread social media discussion about algorithmic bias and workplace discrimination against natural Black hairstyles.
Domain classification, causal taxonomy, severity scores, and national security assessments were LLM-classified and may contain errors.
Unequal treatment of individuals or groups by AI, often based on race, gender, or other sensitive characteristics, resulting in unfair outcomes and unfair representation of those groups.
AI system
Due to a decision or action made by an AI system
Unintentional
Due to an unexpected outcome from pursuing a goal
Post-deployment
Occurring after the AI model has been trained and deployed
No population impact data reported.