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

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Subject All subjects All of Governance & Public Services Digital government & service delivery Transparency & integrity Democratic resilience & participation All of Education, Skills & Work School & higher education VET, reskilling & lifelong learning Labour market & future of work All of Equality & Social Inclusion Gender equality & leadership GBV & domestic-violence prevention Disability & accessibility Digital inclusion Migrant integration Poverty & social protection All of Health & Care Public health & prevention Care systems & ageing Health security All of Cities, Housing & Mobility Urban innovation & experimentation Affordable housing Mobility & public space All of Climate, Environment & Biodiversity Climate adaptation & resilience Nature-based solutions & ecosystem services Biodiversity & restoration Water All of Energy & Resources Energy transition & communities Energy security Circular economy & critical materials All of Economy, Innovation & Productivity SME modernisation & productivity Innovation ecosystems Digital finance & assets Trade & supply resilience (public policy) All of Resilience, Security & Preparedness Civil protection & population preparedness Critical-entity resilience Community & societal resilience

Type All Good practiceLiterature / resource

Scale All LocalRegionalNationalTransnational

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Evidence All Randomised controlled trialQuasi-experimentalObservational / pre–postDescriptive / self-reported

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Select	Title	Score	Evidence	Type	Location	Scale
	Divvun & Giellatekno — Sámi Language Technology Infrastructure	100	Evidence: Descriptive / self-reported	Good practice	Tromsø, Norway	—
	Novissi: AI-Targeted Digital Cash Transfers and Togo's ASTRE Social Registry	100	Evidence: Quasi-experimental	Good practice	Lomé, Togo	—
	ScamShield – AI-Powered National Scam Prevention Platform	96	Evidence: Descriptive / self-reported	Good practice	Singapore, Singapore	—
	Australia's Whole-of-Government Microsoft 365 Copilot Trial	93	Evidence: Descriptive / self-reported	Good practice	Canberra, Australia	—
	Swiss Pathogen Surveillance Platform (SPSP) — AI-Powered National Genomic Epidemic Surveillance	93	Evidence: Descriptive / self-reported	Good practice	Lausanne, Switzerland	—
	Women in AI Poland (WAI - Women in AI)	89	Evidence: Descriptive / self-reported	Good practice	Katowice, Poland	Regional
	Women in the Development of Artificial Intelligence	89	Evidence: Descriptive / self-reported	Good practice	Katowice, Poland	Regional
	DFROG — De Nederlandsche Bank's Machine-Learning-Tested Nowcasting Model for GDP Growth	87	Evidence: Quasi-experimental	Good practice	Amsterdam, Netherlands	—
	GOV.UK Chat — the UK Government's Generative-AI Assistant for Citizen Guidance	87	Evidence: Observational / pre–post	Good practice	London, United Kingdom	—
	AI-Based Dengue Early Warning System — Singapore NEA's Machine-Learning Outbreak Forecasting	87	Evidence: Quasi-experimental	Good practice	Singapore, Singapore	—
	E.A.R.S. — AI-Powered WhatsApp Teacher Training for Early Hearing-Loss Detection in South African Schools	87	Evidence: Observational / pre–post	Good practice	Pretoria, South Africa	—
	Consult — UK Government's AI Tool for Analysing Public Consultation Responses	87	Evidence: Quasi-experimental	Good practice	London, United Kingdom	—