- Cities like Cape Coral, Dallas, and Stockton are implementing AI-powered cameras on garbage trucks to detect code violations.
- Fixed-pole surveillance systems like Flock Safety already exist, using AI to analyze vehicles and share data with law enforcement.
- AI on trash trucks scans properties for issues such as overgrown lawns and graffiti, with human verification before fines are issued.
- City officials claim efficiency benefits, including objective records and force multipliers for understaffed departments.
- Privacy concerns include false positives, function creep, and the normalization of infrastructure-level surveillance without consent.