When the Camera Becomes the Cop: Red-Light Cameras, Public Safety, and Accountability in Automated Enforcement

When the Camera Becomes the Cop: Red-Light Cameras, Public Safety, and Accountability in Automated Enforcement This scholarly white paper examines red-light camera enforcement through the interconnected perspectives of traffic safety, automated enforcement, public accountability, and institutional legitimacy. It considers the relationship between intersection safety objectives, evidence-based policy, enforcement practices, transparency, and public confidence. The paper explores how automated enforcement programs can create both opportunities for improved roadway safety and challenges involving procedural fairness, oversight, implementation, and accountability. Particular attention is given to the importance of evaluating safety outcomes, maintaining transparent decision-making processes, and ensuring that enforcement technology serves legitimate public safety objectives. Drawing on scholarly literature, federal transportation guidance, and relevant legal considerations, the publication offers an interdisciplinary examination of the principles that should inform responsible automated traffic enforcement. Publication: JE BAYER Publications — JEBP-014, First Edition (2026), Version 1.0. Author: Jeremy E. Bayer, M.S., EMT-B, NRCMA. License: Creative Commons Attribution 4.0 International (CC BY 4.0). DOI: 10.5281/zenodo.23461865