Topic: AI & machine learning clear · back to the knowledge map
Canada's Drug Agency ran a peer-reviewed, 7-project comparison of Lens.org, SpiderCite and Microsoft Copilot against manual systematic-review search for drug-reimbursement evidence, finding …
Canada's IRCC uses an AI eligibility model to triage and auto-approve routine IEC work permits. Launched Nov 2023 with a published Algorithmic …
The US Treasury's Office of Payment Integrity uses ML to screen federal disbursements. In FY2024, ML-driven processes prevented or recovered $4.059 billion …
Government programme that trained and certified 160,507 Thai educators in ethical AI use, saving 4 hrs/week per teacher, and reaching 3.3 million …
Free AI writing-feedback tool by Cambridge University Press & Assessment (Sept 2016); assigns CEFR A1–C2 levels to EFL essays and highlights errors …
Malaysia's Ministry of Education (KPM) and UNICEF deploy SiPKPM, an AI early-warning system tracking 5 million learners on 7 risk factors. In …
A six-week World Bank RCT in nine Edo State public schools showed GPT-4 tutoring (Microsoft Copilot) delivered English gains equivalent to two …
Taiwan's MoE integrates AI into its free national Adaptive Learning Platform (TALP) for K-12. A quasi-experiment (n=4,442 sixth-graders) showed significant maths gains; …
National adaptive mathematics platform (PAM) for all Uruguayan primary (grades 3-6) and lower secondary students since 2013. An independent CINVE quasi-experimental study …
Singapore's national online platform serves ~500,000 students and teachers with AI features including an adaptive maths/geography engine, AI lesson-planning copilot, short-answer auto-marking, …
The EU AI Act classifies AI for admissions, grading, steering learning and exam monitoring as 'high-risk' — mandating risk management, human oversight …
A national programme giving 20,000 secondary students and 3,000 teachers free access to AI tools (ChatGPT Edu) from September 2025 — teacher …
Open full copilot Grounded in cited practices — always check the sources.
