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A municipal clinic network tests a routing model that flags when wait-time predictions systematically delay patients from informal settlements.
Sri Lanka · Health · 4 Nov 2025
An illustrative Indian advisory service publishes coverage maps so farmers can see which languages and plot sizes the model was tested on.
India · Agriculture · 16 Sep 2025
A Dhaka research desk publishes plain-language risk notes whenever a lender’s score uses mobile metadata as a proxy for repayment.
Bangladesh · Finance · 8 Feb 2026
A Mekong collective publishes flood nowcasts that show uncertainty so village monitors can decide when to evacuate.
Viet Nam · Climate · 28 Oct 2025
Provincial administrators learn to read model cards and refuse undocumented vendor systems.
Indonesia · Public services · 19 Jan 2026
A labour desk documents how ranking models deactivate riders after weather-related late deliveries.
Philippines · Labour · 3 Dec 2025
A cooperative offers metered public-interest compute so NGOs do not surrender training data to a single cloud.
Malaysia · Public services · 2 Mar 2026
A Thai school network trials writing feedback that is barred from generating marks or behaviour scores.
Thailand · Education · 14 Aug 2025
A Nepal pilot rewrites voice-bot consent so patients know a recording may leave the district.
Nepal · Health · 9 Jul 2025
A Lahore social-protection desk issues explanation letters when an eligibility model requests extra documents.
Pakistan · Public services · 11 Apr 2026
Cambodian fishery groups trial an opt-in catch advisory that stores no boat-track history by default.
Cambodia · Agriculture · 6 May 2026
A Yangon learning collective uses a draft generator only after a community editor signs the script.
Myanmar · Education · 18 Jun 2025
A four-page illustrative brief on model cards, override paths and disparity reporting in clinic systems.
Sri Lanka · Health · 24 Mar 2026
Illustrative map of data, connectivity and language coverage that shape crop-advice systems.
Agriculture · 11 Dec 2025
Short illustrative note on why call-detail patterns fail informal workers after festival weeks.
Bangladesh · Finance · 20 Feb 2026
A practitioner note on replacing binary flood alerts with commune-level uncertainty bands.
Viet Nam · Climate · 8 Jan 2026
Illustrative stocktake of training pathways that help administrators refuse undocumented systems.
Public services · 2 Apr 2026
Illustrative recommendations for weather exceptions and human reinstatement in rider scores.
Philippines · Labour · 17 Mar 2026
Illustrative annual note on replacing silent ineligibility flags with contestable letters.
Pakistan · Public services · 29 May 2026
Why some school networks contractually bar feedback tools from generating marks.
Education · 12 Feb 2026
A short Observatory-style blog on cooperatives that keep civic inference off a single vendor cloud.
Malaysia · Public services · 5 Jun 2026
External commentary arguing that observatories should publish gaps, not only success stories.
20 Jul 2026
Illustrative clinic-level table comparing predicted and observed waits by settlement type.
Sri Lanka · Health · 14 Jan 2026
Synthetic evaluation of language coverage and plot-size bias in crop-advice replies.
Agriculture · 2 Nov 2025
A short illustrative catalogue of mobile-metadata features that should not stand in for repayment risk.
Bangladesh · Finance · 22 Feb 2026
Synthetic commune-day nowcasts with uncertainty bands and a cloud-cover flag.
Viet Nam · Climate · 9 Jan 2026
Country-level sample used by the Data view: readiness scores and documented use-case counts.
1 Jul 2026
Illustrative civic-tech studio documenting public-clinic triage tools in Sri Lanka.
Sri Lanka · 1 Mar 2024
Fictional public-sector unit coordinating responsible-AI pilots across Sri Lankan services.
Sri Lanka · 8 Nov 2023
Illustrative research cooperative studying advisory models for smallholders in India.
India · 15 Jan 2024
Fictional Dhaka institute tracking credit-scoring models used with informal workers.
Bangladesh · 4 Jun 2024
Illustrative regional network sharing flood-risk models with community monitors.
Viet Nam · 12 Sep 2023
Fictional Indonesian civil-society alliance on AI literacy for public officers.
Indonesia · 22 Feb 2024
Illustrative labour-rights desk reviewing platform-management algorithms.
Philippines · 19 Aug 2024
Fictional Malaysian cooperative offering shared inference for public-interest models.
Malaysia · 9 Jan 2025
Fictional researcher coordinating clinic-level fairness reviews in the sample use-case set.
Sri Lanka · 10 Apr 2024
Fictional auditor documenting language coverage gaps in agricultural advice systems.
India · 2 May 2024
Fictional hydrology steward publishing uncertainty notes alongside flood nowcasts.
Viet Nam · 21 Jul 2024
Fictional fellow writing model-risk notes for informal-worker credit scores.
Bangladesh · 14 Feb 2025
In-person working session on disparity tables for public health models.
Sri Lanka · 12 Nov 2026
Online lab on refusing undocumented vendor systems.
Thailand · 21 Oct 2026
Past roundtable on prohibited proxies in informal-worker credit.
Bangladesh · 9 Apr 2026
Past workshop on commune-level nowcast bands.
Viet Nam · 4 Dec 2025
Sample news item announcing the knowledge base and the first use-case set.
15 Jul 2026
Sample note linking the Mekong nowcast profile to a new practitioner brief.
Viet Nam · Climate · 30 Jun 2026
Sample announcement for the Bangkok online lab.
Thailand · Public services · 18 Jul 2026
A short illustrated guide for public officers reviewing vendor documentation.
Indonesia · Public services · 20 Jan 2026
Letters and checklists for organisers contesting platform scores.
Philippines · Labour · 18 Mar 2026
A five-minute sample video script for commune flood monitors.
Viet Nam · Climate · 10 Jan 2026
Four-module sample course for extension officers and auditors.
India · Agriculture · 20 Nov 2025
Six-month illustrative fellowship to write use-case profiles with local partners.
15 Aug 2026
Open call for short method notes on uncertainty in disaster alerts.
Viet Nam · 22 Jul 2026
Year-long sample programme expanding the Java literacy course regionally.
1 Aug 2026
Illustrative first quarterly note on use cases, datasets and the data view.
1 Apr 2026
Sample issue built around the Mekong nowcast and the climate innovation brief.
1 Jul 2026
Sample issue pointing to the health procurement brief and public-officer course.
1 Sep 2026