Boogaloo Bias is an interactive artwork that addresses some of the known problems with the unregulated use of facial recognition technologies, including the practice of ‘brute forcing’ where, in the absence of high-quality images of a suspect, law enforcement agents have been known to substitute images of celebrities the suspect is reported to resemble. To lampoon this approach, the Boogaloo Bias facial recognition algorithm searches for members of the anti-law enforcement militia, the Boogaloo Bois, using a facial recognition algorithm trained on faces of characters from the 1984 movie Breakin’ 2: Electric Boogaloo. The film is the namesake for the Boogaloo Bois, who emerged from 4chan meme culture and have been present at protests in the United States since January 2020. The system is used to search live video feeds, protest footage, and images uploaded to the Boogaloo Bias website. All matches made by the system are false positives.

Derek Curry, Jennifer Gradecki (US)
Derek Curry (US) is an artist-researcher whose work critiques and addresses spaces for intervention in automated decision-making systems. His work has addressed automated stock trading systems, Open Source Intelligence gathering (OSINT), and algorithmic classification systems. His artworks have replicated aspects of social media surveillance systems and communicated with algorithmic trading bots.

Jennifer Gradecki (US) is an artist-theorist who investigates secretive and specialized socio-technical systems. Her artistic research has focused on social science techniques, financial instruments, dataveillance technologies, intelligence analysis, artificial intelligence, and social media misinformation.


Curry and Gradecki have presented and exhibited at venues including Ars Electronica (Linz), NeMe (Cypress), ISEA, and the Centro Cultural de España (México). Their research has been published in Big Data & Society, Visual Resources, and Leuven University Press. Their artwork has been funded by Science Gallery Dublin, Science Gallery Detroit and the NEoN Digital Arts Festival.