AI OBSERVATORY / PAPERAIO Watch: Method Note (Indicators A to D)
AIO Research Team · AIO-M01 · v1.1 · 23 Oct 2026
Summary
AIO Watch tracks four indicators each quarter for five states: United Arab Emirates (ARE), Qatar (QAT), Bahrain (BHR), Kuwait (KWT) and Oman (OMN). We observe published facts only: official instruments, registered policy actions, listed compute systems and published adoption statistics. No value is estimated, imputed or modelled. Missing values are shown as n/a.
| ID | INDICATOR | UNIT | FREQUENCY |
|---|---|---|---|
| A | National AI strategy and governance instruments | checklist score 0 to 6 | quarterly check |
| B | AI policy and regulatory actions | count of actions in quarter | quarterly |
| C | Public compute footprint | count of listed systems; listed GPU cluster count | quarterly check (source updates vary) |
| D | Digital adoption base | % of population online (fixed 0 to 100) | annual source, carried forward each quarter |
Signals that apply this method
AIO-S0001 · Five systems, all in the UAE: the June 2026 TOP500 list for the UAE, Qatar, Bahrain, Kuwait and Oman
AIO-S0002 · Near the ceiling: internet use in the UAE, Qatar, Bahrain, Kuwait and Oman, 2015 to 2024/25
AIO-S0003 · National AI instruments in the UAE, Qatar, Bahrain, Kuwait and Oman, 2017 to 2024
References
[1] UAE Cabinet. "UAE Cabinet adopts National Artificial Intelligence Strategy 2031", 21 Apr 2019. https://uaecabinet.ae/en/news/uae-cabinet-adopts-national-artificial-intelligence-strategy-2031. Live page HTTP 403; read via Internet Archive snapshot of 15 Oct 2026, https://web.archive.org/web/20261015053711/https://uaecabinet.ae/en/news/uae-cabinet-adopts-national-artificial-intelligence-strategy-2031. Accessed 23 Oct 2026.
[2] UAE Government portal (u.ae). AI resources. https://u.ae/en/about-the-uae/digital-uae/digital-technology/artificial-intelligence/ai-resources. Accessed 23 Oct 2026.
[3] OECD.AI Policy Observatory. National AI policies dashboard. https://oecd.ai/en/dashboards/national. Accessed 23 Oct 2026.
[4] OECD.AI Policy Observatory. Policy initiatives dashboard. https://oecd.ai/en/dashboards/policy-initiatives. Accessed 23 Oct 2026.
[5] UAE Telecommunications and Digital Government Regulatory Authority. https://www.tra.gov.ae/. Accessed 23 Oct 2026.
[6] TOP500. TOP500 lists. https://www.top500.org/lists/top500/. Accessed 23 Oct 2026.
[7] Epoch AI. GPU clusters data. https://epoch.ai/data/gpu-clusters. Accessed 23 Oct 2026.
[8] World Bank Open Data. Individuals using the Internet (% of population), IT.NET.USER.ZS. https://data.worldbank.org/indicator/IT.NET.USER.ZS. Accessed 23 Oct 2026.
[9] ITU. ICT statistics. https://www.itu.int/en/ITU-D/Statistics/Pages/stat/default.aspx. Accessed 23 Oct 2026.
[10] Oxford Insights. Government AI Readiness Index 2025. https://oxfordinsights.com/ai-readiness/ai-readiness-index/. Accessed 23 Oct 2026.
[11] Stanford HAI. AI Index Report 2025. https://hai.stanford.edu/ai-index/2025-ai-index-report. Accessed 23 Oct 2026.
[12] UN DESA. E-Government Knowledge Base, data centre. https://publicadministration.un.org/egovkb/en-us/Data-Center. Accessed 23 Oct 2026.
[13] ITU. Global Cybersecurity Index. https://www.itu.int/en/ITU-D/Cybersecurity/Pages/global-cybersecurity-index.aspx. Accessed 23 Oct 2026.
[14] Qatar MCIT. National Artificial Intelligence Strategy for Qatar 2019 (PDF). https://www.mcit.gov.qa/-/media/mcit/documents/strategies/national_artificial_intelligence_strategy_for_qatar_2019_en.pdf. Accessed 23 Oct 2026.
[15] HBKU. "Minister of Transport and Communications Announces Qatar's National Artificial Intelligence Strategy", 29 Oct 2019. https://www.hbku.edu.qa/en/news/qitcom-qcri-hbku. Accessed 23 Oct 2026.
[16] Oman MTCIT. "Oman AI & Digital Future Program (2024–2026)", 22 Sep 2024. https://mtcit.gov.om/media-4/news-announcements-11/news-85/oman-ai-digital-future-program-20242026-171. Accessed 23 Oct 2026.
[17] Oman MTCIT. General Policy for the Safe and Ethical Use of Artificial Intelligence Systems, 1 Apr 2025. https://mtcit.gov.om/library-3/legislations-policies-8/policies-73/general-policy-for-the-safe-and-ethical-use-of-artificial-intelligence-systems-291. Accessed 23 Oct 2026 (HTTP 200).
[18] Kuwait CITRA. Public consultation: AI adoption guideline for the State of Kuwait (Arabic), announced 19 Feb 2026. https://www.citra.gov.kw/sites/ar/Pages/GCDetails.aspx?GCID=24. Accessed 23 Oct 2026.
[19] TOP500. June 2026 list. https://www.top500.org/lists/top500/list/2026/06/. Accessed 23 Oct 2026.