—
No compatible survey included
Model development, business adoption and the research base behind them.
No compatible survey included
Missing coverage is not zero activity.
All R&D, not AI-only investment.
Loading source records…
Annual notable-model entries · developer country · 2020–2025
International collaborations may appear in multiple countries. Counts are not additive market shares or a national AI-strength ranking.Epoch AI · CC BY 4.0 · Complete years through 2025 · incomplete 2026 excluded
These indicators describe all research and development, not AI-only expenditure or AI’s measured economic impact.
0.44% of GDP · all R&D · 2023 · Uganda
Comparison uses 2023, the latest common year for this selection. The latest national observation above may be newer.
World Bank WDI / UNESCO Institute for Statistics · % of GDP · all R&D81.31per million people · all R&D · 2023 · Uganda
Comparison uses 2017, the latest common year for this selection. The latest national observation above may be newer.
World Bank WDI / UNESCO Institute for Statistics · per million people · all R&DEpoch AI · CC BY 4.0 · Model comparisons stop at 2025; incomplete 2026 is excluded. No forward-filled research observations.
No statistically compatible enterprise-adoption series is included for Uganda. Missing coverage is not zero adoption.
Compare research indicators