The Ethical Dilemma of Automated Public Safety: Striking a Balance Between Privacy Rights and Advanced Machine Surveillance Protocols The integration of deep learning networks into municipal observation infrastructure has fundamentally altered how public safety departments operate. Across urban metropolises globally, legacy analog recording systems are rapidly being retired in favor of...