Squirrel AI — adaptive tutoring at scale in China
A commercial adaptive-tutoring system serving millions of Chinese students via thousands of learning centres; vendor experiments show score gains, but independent evidence …
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 …
Mae Fah Luang Foundation certifies 23,526 ha of community forest across 120 Thai communities in 10 provinces under T-VER, targeting 43,628 tCO2e/yr. …
Japan's tripartite government carbon credit scheme for forest management (METI, MOE, MAFF): 356 forestry projects registered by March 2024. Japan's forests removed …
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 …
One of the world's first forest carbon projects (1994): TNC and Programme for Belize conserve 102,790 ha of tropical forest in northwest …
NT2 Power Company pays US$1.3M/year to WMPA to protect the 3,710 km² Nakai–Nam Theun National Protected Area—Laos' largest NPA—for 25 years (2010–2035), …
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 …
World's first FCPF emission-reduction payment (Oct 2021): US $6.4 M for 1.28 M tCO2e in Zambézia Province. Programme covers 5.3 M ha …
New Zealand's ETS has included post-1989 forests since 2008; ~349,000 ha registered (2021) earn NZUs for carbon sequestration. In 2024, 11.5 M …
Panama Canal Authority pays landowners flat annual fees to restore forest in the 342,000-ha Canal watershed: 10,846 ha reforested (3,650 ha agroforestry, …
World's first peatland-rewetting carbon standard, launched 2011 in Mecklenburg-Vorpommern. MoorFutures certificates (EUR 30-123/tCO2e) fund bog rewetting across four German states; over 50,000 …
BAMF deploys AI dialect analysis (DIAS) in German asylum procedures since 2017 to assess applicants' country of origin from speech recordings. Used …
Finland's voluntary PES programme paying private landowners to conserve biodiversity-rich forests in Southern Finland. Over 96,000 ha permanently or durably protected; €46M …
Colombia's national voluntary PES marketplace: private companies and public entities compensate their ecological footprint by paying >13,000 rural and indigenous families to …
Since February 2024, most development in England must deliver a measurable 10% biodiversity net gain in standardised biodiversity units — a statutory …
Make visible women in business. It is an event that brings together ladies from different fields of activity, women who have managed …
Santiago replaced ~8,000 private buses with an integrated trunk-feeder system and smart-card fares in February 2007, planned without operating subsidies. Launch problems …
Paris offered 23 municipal sites via an innovation-led competition (815 bids); 22 winners promised ~€1.3bn private investment, but delivery was slow and …
One of Europe's largest urban-development projects: ~12,000 residents by 2025 (25,000 planned), a 40/40/20 walk-cycle/transit/car target and a 2024 self-evaluation; independent outcome …
Medellín built ten library-parks (2005-2011) in low-income hillside districts. A 2014 study of Biblioteca España found higher resident satisfaction; a 2018 critique …
Since 2012 the City of Melbourne has run a 20-year plan to lift public-realm tree canopy to 40% by 2040 and keep …
Since 1999 Pontevedra has pedestrianised its centre and capped speeds at 10-30 km/h; reported results include big traffic cuts and no road …
Open full copilot Grounded in cited practices — always check the sources.