Energy and AI
Research report · Compute and energy
Scope and reading notes
Global data-center electricity model; 2030 is a Base Case projection.
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Explore the arrangement of racks, cooling pipes and maintenance aisles. AI-generated scene concept, not a photograph or a delivered customer case.

Explore design connections between compute nodes, storage and energy scheduling. AI-generated scene concept, not a photograph or a delivered customer case.
Explore AI, computing and energy through official evidence. Filter by region and topic, check the scope, then read the original source.
IEA 2025 model; projections are uncertain, not Xinan electricity data.
Four categories total 154,831 units; sector statistics, not company revenue.
10+ people, selected sectors; see questionnaire changes. Not a cross-country ranking.
Sources found: 16
Research report · Compute and energy
Global data-center electricity model; 2030 is a Base Case projection.
Research report · Compute and energy
Updated power demand and supply constraints; planning evidence, not project measurements.
Official statistics · AI and digital economy
Internet use and connectivity gaps; national averages do not describe site bandwidth.
Research report · AI and digital economy
Technology diffusion and digital transformation for requirements discussions.
Research report · Governance and risk
Digital environmental footprint and circularity, not device carbon certification.
Research report · AI and digital economy
2023 edition, published in 2024; digital sectors and connectivity gaps.
Research report · Compute and energy
2023 is estimated; 2028 is a scenario range, not observed consumption.
Updating dataset · AI and digital economy
Updating series; AI wording changed in November 2025. Check questionnaires before comparing periods.
Official statistics · Compute and energy
2024 data, released in 2025; state averages are not contract tariffs. Portal updates.
Risk framework · not statistics · Governance and risk
For risk identification and governance; citation does not imply NIST certification.
Official statistics · AI and digital economy
NBS 2025 annual communiqué, released in 2026; macro context, not an order forecast.
Official statistics · AI and digital economy
MIIT 2025 sector revenues, published in 2026; not an AI market-size estimate.
Official statistics · Compute and energy
NEA 2025 annual data, published in 2026; installed capacity is not electricity output.
Official statistics · AI and digital economy
10+ people; NACE C–J, L–N and 95.1. Image generation category added in 2025.
Official statistics · Compute and energy
DUKES 2026: energy balances, electricity and renewables; historical values may be revised.
Official statistics · AI and digital economy
Q2 2025 survey covering the prior 12 months; not directly comparable with EU measures.
Understand the fundamentals, explore governance and energy, then move to technical practice.
See how models work with tools and external data.
IBM Technology · New tab · English sourceUnderstand network structure through handwritten-digit recognition.
3Blue1Brown · New tab · English sourceVisualize data flow inside language models.
3Blue1Brown · New tab · English sourcePublic events and resources on robotics, public services and sustainability.
ITU · New tab · English sourceNational policies, trustworthy-AI principles and policy data.
OECD · New tab · English sourceExplore data governance, fairness and human oversight.
UNESCO · New tab · English sourceExplore the energy context for DCP; not a return forecast.
IEA · New tab · English sourceStudy tool use and agent workflows.
Hugging Face · New tab · English sourceExplore models, datasets and training tools.
Hugging Face · New tab · English sourceIdentify prompt injection, data exposure and tool-permission risks.
OWASP · New tab · English sourceNVIDIA reference instructions; Mirror follows the agreed delivery configuration.
NVIDIA · New tab · English sourceExternal learning resources, not partnerships, certifications or product endorsements. Captions, translations and access depend on the provider. No autoplay or republished third-party videos, thumbnails or reports.