Infrastructure · Trend
UAE Data Center Advantage for AI Infrastructure
GovAI analysis of whether the UAE offers real advantages for American hyperscaler data-center buildout.
Forecast horizon
Geopolitical siting of AI compute will remain contested among Gulf and other host jurisdictions.
Connections
Connections · 3
How this node ties into the rest of the map, and the evidence behind each link.
from · informs 4/10
Virtual Power Plants for AI Data Center Energy Both trends address the energy and infrastructure constraints shaping where AI compute capacity is built globally.
+4 growth from · enables 4/10
IBM 100-Billion Transistor Chip Extending Moore's Law IBM's 100-billion transistor chip advances compute density, potentially affecting the economics of data center infrastructure investments like those in the UAE.
+4 growth from · tracked by 3/10
Centre for the Governance of AI (GovAI) GovAI published a technical report analyzing whether the UAE has an advantage in building data centers for AI.
+3 growthSignal sources
Signal sources
Dated facts from primary sources in this direction.
Compute scaling 2024
Training compute for frontier AI models grew ~4–5× per year from 2010 to 2024 — a trend Epoch projects to continue toward 2030.
Epoch AI → Data-center energy 2025
Global data-centre electricity use is projected to roughly double from ~485 TWh (2025) to ~950 TWh by 2030 — about 3% of world electricity.
International Energy Agency → Inference cost collapse 2022–2024
The price to query a GPT-3.5-level model fell from $20.00 to $0.07 per million tokens between Nov 2022 and Oct 2024 — a 280× drop in ~18 months.
Stanford HAI — AI Index 2025 → Open-weight frontier Jan 2025
DeepSeek disclosed its open-weight R1 reasoning model's final training run cost just $294,000; R1 was released under open weights on 20 Jan 2025.
Nature / DeepSeek →