The Algorithm State: How Government AI Surveillance Is Rewriting the Rules of Policing

Across the United States, hundreds of municipalities use AI systems to predict crime before it happens, identify individuals for enhanced surveillance, and make decisions that shape whether people are stopped, investigated, arrested, or deported. Most operate without legislative oversight. Most affected residents don't know they exist. Predictive Policing: Minority Report Without the Psychics PredPol / Geolitica (150+ agencies, including LAPD and Chicago): ingested historical crime data to generate patrol targets. Problem: historical crime data reflects where police previously focused , not where crime objectively occurs. More patrols → more arrests → more data confirming "high crime" → more patrols. Self-fulfilling prophecy. Santa Cruz banned it in 2020. LAPD 2021 audit found no evidence of effectiveness. Chicago's Strategic Subject List : scored 400,000 residents on shooting risk. People above 400 received police home visits informing them they were being watched. The list was 56% Bl