Topic: AI & machine learning clear · back to the knowledge map
Most practices in: United States of America (27) · India (14) · United Kingdom (12)
Saudi Arabia's MoE, SDAIA and NCCD launched a nationwide K-12 AI curriculum in 2025–2026, covering 6 million+ students across all grade levels …
IDB/Elige Educar WhatsApp AI chatbot for career guidance to Chilean secondary students. Pre-registered RCT (43,000+ students, 2024–25): AI raised initiation rates (35% …
Prodigy Math's AI-adaptive game has 100 M+ registered users in 190+ countries and earned ESSA Tier 3 ('Promising') evidence from an independent …
Georgia State's AI text-chatbot handled 200 k+ student queries a year; three RCTs (2017–22) found 3 pp gains in summer matriculation and …
A commercial adaptive-tutoring system serving millions of Chinese students via thousands of learning centres; vendor experiments show score gains, but independent evidence …
Services Australia's 2016–2020 income-averaging algorithm wrongly raised AU$1.75 billion in welfare debts against ~470,000 recipients. A 2023 Royal Commission ruled the scheme …
Israel's Tax Authority deployed AI to cross-reference capital declarations against financial data, identifying NIS 20 billion (~$7 billion) in discrepancies from a …
Vietnam's GDT uses Big Data and ML to identify e-commerce tax evaders: Hanoi's AI matched national registries to uncover 627,000 businesses and …
Poland's STIR applies ML to daily bank transactions of 4 million entities to detect VAT carousel fraud in near-real-time; STIR-attributable state savings …
BAMF deploys AI dialect analysis (DIAS) in German asylum procedures since 2017 to assess applicants' country of origin from speech recordings. Used …
UNDP's Frontier Tech Leaders programme ran Djibouti's first Python and Machine Learning bootcamps in 2024, selecting 43 of 500+ applicants and graduating …
DEWA's bilingual AI assistant Rammas has answered millions of utility-service enquiries via web, app, WhatsApp, Alexa and Instagram since 2017; usage figures …
Madagascar's customs authority, an IMF pilot country for AI in customs, credits its AI risk-scoring tool ERA with a 68% year-on-year revenue …
Hanoi's Public Administration Service Center began piloting an AI hotline, chatbot, app and kiosk network (19001009) in March 2025 to answer citizens' …
Zambia Revenue Authority's AI Unit is piloting a Random Forest ML model, adapted from a Paraguay customs deployment, to flag high-risk import …
Virginia Governor Glenn Youngkin ordered every state agency to run Vulcan Technologies' AI system, Justinian, through the state's regulatory code, aiming to …
AI4Bharat, OpenNyAI and Microsoft Research built Jugalbandi, a WhatsApp/Telegram chatbot using Bhashini speech AI and GPT-4 to explain scheme eligibility in 10 …
Mongolia's National Statistics Office piloted satellite-and-drone machine-learning models in Arkhangai province, identifying large livestock with 81.6% accuracy and traditional ger dwellings with …
Papua New Guinea's immigration authority, working with AWS, built a generative-AI engine that cuts short-term visa processing from up to two weeks …
Amideast brought the Raspberry Pi Foundation/Google DeepMind's 'Experience AI' teacher course to Tunisia in Arabic for Grades 6-9 educators. Globally it has …
Georgia's Ministry built a Teams-based national school-administration and distance-learning platform, with a chatbot answering 1,177 users; the wider platform's daily active users …
Panama's Health Ministry launched Dr. R.O.S.A., a WhatsApp/phone AI chatbot that screened citizens for COVID-19 symptoms and logged 10,000 consultations in its …
Chile's Chamber of Deputies built CAMINAR, a four-part generative-AI suite for bill drafting, transcription and regulatory-impact review, using closed authorised legal databases …
Weekly Copilot Chat use by 15,000+ Ontario public servants saved nearly 3 hours/week each, but the province's Auditor General found the sanctioned …
Open full copilot Grounded in cited practices — always check the sources.
