8/21/2026
Cities as Living Software
Infrastructure that learns without losing civic accountability.
Urban systems can learn from use without becoming opaque. The civic bar is higher: citizens deserve explanations, not black boxes.
We explore patterns where telemetry improves services while audit trails and policy stay visible to the people who fund them.
Living software for cities is less about autonomy theater and more about accountable adaptation.