Safer City — Botswana's Nationwide AI-Enabled Police Camera Network
Botswana
Botswana's police deployed an AI-enabled CCTV/facial-recognition network of 1,000+ cameras across two cities at a cost of billions of pula, …
Spain · Madrid · See the Spain profile
VioGén scores the risk faced by gender-violence victims to set police protection — ~400,000 assessments a year, 6M+ in total. Powerful at scale, but documented misclassifications (low risk before some homicides) make it a cautionary case.
VioGén, run by Spain's Ministry of the Interior since 2007, assigns a risk level to women who report gender-based violence, shaping the police protection they receive; it is used almost nationwide, with around 400,000 assessments a year and more than six million in total.
Assess the risk of future violence to calibrate the level of police protection provided to victims.
Application of the VPR4.0 risk-assessment protocol to reported cases of gender-based violence.
Evaluations of the VPR4.0 protocol report ~79% sensitivity but only ~35% specificity; since 2007, at least 55 of 247 women later killed had been assessed by the system as facing negligible or low risk.
Described as a high-stakes, mixed case — institutionalised and scaled nationally, but with real transparency and accountability gaps given the life-or-death consequences of algorithmic risk scores.
Implementation detail (cost, timeline, staffing, conditions for success) is not yet available for this practice.
Where this practice's information was retrieved from, and when.
Botswana
Botswana's police deployed an AI-enabled CCTV/facial-recognition network of 1,000+ cameras across two cities at a cost of billions of pula, …
Singapore
Singapore's National Environment Agency runs a peer-reviewed machine-learning system that forecasts dengue cases up to three months ahead. In the …
Malaysia
Bank Negara Malaysia (BNM) and PayNet's National Fraud Portal (April 2024) links 53 institutions via FNA graph analytics to trace …
Ireland
Since 2011, Ireland's Revenue Commissioners have used AI risk scoring (REAP) to target tax-compliance interventions; 290,000 data-analytics-driven interventions in 2023 …
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