Dallas AI Cameras Assign Blight Scores to Homes, Drawing Pushback

Summary

AI-powered cameras mounted on Dallas city trash trucks have photographed and assigned “blight scores” to about 21,000 properties since April, looking for possible code violations. The system has prompted residents and Councilmember Chad West to question privacy, transparency and whether camera-assisted enforcement could place a heavier financial burden on lower-income neighborhoods, particularly in Southern Dallas. West proposed ending funding for the city’s three-year, $2.5 million contract, citing concern that fines could become an unintended tax on poorer residents. He withdrew the request after the city manager agreed to hold a hearing in December, while acknowledging that the cameras may help identify problems such as illegal dumping. City officials say the scores are used only internally to prioritize locations and that human staff review the images. They say the program is intended to improve code-enforcement efficiency, not generate revenue. City Detect, the contractor, said faces and license plates are blurred and that the system is not connected to a law-enforcement database. The city has already sent 1,800 voluntary “courtesy notices” about possible violations and said its launch goal was roughly 5,200 notices annually; unresolved issues could eventually lead to enforcement and fines.