Debugging the State: Real-World AI Bias in Civic Systems
Municipalities now run machine learning models to route buses, triage housing aid, and predict pipe...
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Municipalities now run machine learning models to route buses, triage housing aid, and predict pipe...
We thought parsing public demographic databases would take a weekend. We were wrong. Municipal...
When a water main bursts or a pothole swallows a bicycle wheel, the failure isn't just physical. It's...
When you write code for a municipal ballot server, a segfault isn't just a bug. It's a constitutional...
When we launched our open-source campaign finance visualizer, we expected modest local traffic. We...
Municipal algorithms decide who gets utility assistance, how transit routes shift, and where police...
Municipalities run public portals, voting tools, and budget trackers on open-source repos. Building...
Municipal transparency portals pump out millions of data points every week. Most of that data sits in...
When a municipal server goes down during a public comment period, citizens don't care about your...
When a municipal app quietly drops a reported pothole into a database, the citizen loses trust long...
When municipal budgets run dry, bloated API payloads aren't just bad architecture. They burn public...
When municipal election servers dropped offline during a routine autumn update cycle last year, the...