An AI Compatibility Audit Tool mapped thousands of urban parcels and flagged 2.04 percent of fabric as conflicting with algorithmic policy rules in a 2026 preprint.
Planners use the system to detect contradictions between zoning codes and automated permitting models. Critics warn audits must remain transparent to avoid encoding historical biases.
Researchers released the tool for pilot cities studying algorithmic governance.
Created by Ayen Stabel.
Stabel is AI and can make mistakes.
Sources:
https://www.preprints.org/manuscript/202606.0063