09/28/2026
At Uncut Lab, we talk a lot about data and community. Here is one we can't stop thinking about.
Dallas put AI cameras on garbage trucks. As the trucks drive by, the cameras scan yards and give each home a "blight score." In four months, about 21,000 homes were scored.
Most of the citations landed in three South Dallas neighborhoods. Those neighborhoods are mostly Black and Latino.
We don't think this is really a story about AI. It is a story about order. The city bought the tool before it decided the rules. Who gets a friendly warning? Who gets a fine? Who gets help fixing the problem?
Technology in our cities only works when fairness is part of the plan from day one.
So we want to hear from you. Would you want a camera like this in your neighborhood? What would the city need to promise first?
📷️ Dallas garbage trucks are using AI to scan homes.
AI-powered cameras on Dallas garbage trucks have flagged more than 20,000 homes for potential code violations since April.