ONS's Data Science Campus benchmarked ML autocoding for SIC/SOC survey classification, reaching 73–85% match rates across five surveys versus 50–62% for the …
Newport, United Kingdom
Good practice
Evidence: Observational / pre–post
Top 24%60/100
Since 2007, Iceland's Hekluskógar project has enlisted 210+ landowners to re-establish native birch woodland around the Hekla volcano, planting 2.3M+ seedlings by …
Allegheny County, Pennsylvania replaced a biased screening survey with a machine-learning score (AHA) to prioritize homelessness services. It predicts risk better, but …
Pittsburgh, United States of America
Good practice
Evidence: Descriptive / self-reported
Top 46%60/100
The Philippines' Department of Budget and Management uses satellite imagery, drones and geotagging in Project DIME to let citizens track flood-control and …
Manila, Philippines
Good practice
Evidence: Descriptive / self-reported
Top 24%60/100
Guided by UNESCO's AI Readiness Assessment, Lao PDR's Ministry of Education and Sports and UNESCO issued national ICT-AI Competency Standards for Teachers …
Vientiane, Laos
Good practice
Evidence: Descriptive / self-reported
Top 24%60/100
Argentina's national PaideIA programme and a Federal Council-approved AI-in-Education Observatory are rolling out alongside Buenos Aires City's new mandatory K-12 curriculum on …
Buenos Aires, Argentina
Good practice
Evidence: Observational / pre–post
Top 46%60/100
Korea Land & Housing Corporation's AI-and-IoT monitoring system flags missing hard hats, falls and danger-zone breaches on 311 construction sites; LH reports …
Jinju, South Korea
Good practice
Evidence: Descriptive / self-reported
Top 46%60/100
Chile's environmental regulator SMA connected close to 1,000 industrial and infrastructure sites to real-time sensors and satellite monitoring (Sentinel-1/2, Landsat) to catch …
Santiago, Chile
Good practice
Evidence: Descriptive / self-reported
Top 24%60/100
Costa Rica's Ministry of Public Education, with CENECOOP, offers 90,000 virtual scholarships for a 32-hour, four-module AI-in-education course, awarding a tri-endorsed digital …
San José, Costa Rica
Good practice
Evidence: Observational / pre–post
Top 24%60/100
Rwanda's REB, financed via the World Bank's Quality Basic Education project, has certified 50,000+ teachers as Microsoft Innovative Educators, with the curriculum …
MUST, Mongolia's IIOE National Centre, runs a train-the-trainer micro-certification scheme with UNESCO-ICHEI, giving AI and digital-competency micro-credentials to 1,800+ teachers at 10+ …
Facing chronic understaffing, Stockton, California mounted AI cameras on city vehicles to scan streets for code violations. A five-day pilot flagged 4,000 …
Stockton, United States of America
Good practice
Evidence: Descriptive / self-reported
Top 46%60/100
A quasi-experimental study at Indonesia's 550,000-student Open University compared 18,713 students in ChatGPT-assisted tutorials against 19,030 in human-tutored classes, finding small but …
Phase one of Qatar MCIT's 'Adopt Microsoft Copilot' reached 62% adoption across nine government entities, with 9,000+ active users, 1.7 million tasks …
Built by Viettel AI for Vietnam's National Digital Transformation Agency, the Virtual Assistant for civil servants covers 2,700 tasks across 19 fields …
Hanoi, Vietnam
Good practice
Evidence: Observational / pre–post
Top 14%60/100
Jordan's largest wastewater plant treats ~70% of the country's sewage and discharges 133 million m³/year of high-quality effluent into the Zarqa River, …