Dallas deploys AI on garbage trucks

Since early 2026, the city has mounted AI-powered cameras made by City Detect on trash trucks to automatically scan homes for code violations.

Cameras scanned 10,000 homes already

A September 8 city memo shows the cameras have scanned 10,000 properties and identified 3,700 violations, resulting in notices sent to residents.

57 citations issued so far

The cameras led to 57 citations at 34 different properties, though citations only happen after a code officer inspects in person and notifies the owner.

Privacy concerns from city leaders

Dallas City Councilman Chad West warns the cameras raise privacy issues similar to the city's debate over Flock surveillance cameras, questioning whether protections are in place.

“does the city have those protections in place to make sure my home, your home, our residents' homes, and our privacy are protected?”

Enforcement concentrated in Black areas

West notes that 70% of citations from the AI cameras come from predominantly African American neighborhoods, raising questions about unequal enforcement.

“I think that should at least cause some people to have questions.”

Program costs $852,000 yearly

The AI camera program costs Dallas taxpayers $852,000 per year. A briefing from City Manager Kim Tolbert is scheduled for October 19.