Being Watched: Embedding Ethics in Public Cameras

 

Cities are adopting camera technologies, including public video cameras and sensors, that use AI to process visual data with the promise of improving services, enhancing management capabilities, and lowering costs. However, privacy is a core challenge to using the data, as the public lacks trust in how governments use camera-generated video data. This project focuses on investigating the social acceptance of cameras and video data and developing technical solutions that will satisfy privacy concerns, including blurring faces and other identifying information when using biometric data so that machine learning models can be trained to remove these privacy attributes from raw videos. 

 

Team Members


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Project co-leaders Azza El-Masri, a graduate student, and Brad Limov, a postdoctoral researcher, present their findings at the 2025 Good Systems Symposium at UT Austin. El-Masri speaks behind a lectern; Limov stands next to her. Behind them is a Good Systems-branded roll-up banner.
May 20, 2026
Ethics First

In 2025, Good Systems researchers partnered with the City of Austin to develop ethics-first AI training for city employees, helping staff navigate emerging technologies with a focus on accountability, transparency and public trust.

An aerial photo of the Pentagon, headquarters of the United States Department of Defense, in Arlington County, Virginia
March 12, 2026
The Anthropic Pentagon Standoff and the Limits of Corporate Ethics

Good Systems’ Sharon Strover argues that the Anthropic–Pentagon clash reveals a hard truth about AI governance: corporate ethics are no match for state power, and safety commitments mean little without legal and democratic backing.

"Behind the Lens"
Dec. 12, 2024
Behind the Lens

Good Systems' "Being Watched" project is tackling the ethical challenges of smart city surveillance by balancing public safety, privacy and equity through innovative frameworks and community-focused solutions.

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