Topic: AI & machine learning clear · back to the knowledge map
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 …
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