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Artificial intelligence and EVs
GEVO 2026 - Chapter 8 Progress in AI and computing power is disproportionately benefiting EVs, particularly for automated driving and integrated vehicle control. Sensors and chips integrate well with the stable, high-voltage power supply of EV batteries. At the same time, the benefits of AI and increased computing power are not exclusive to EVs. AI‑enabled energy management systems are increasingly used to optimise hybrid vehicles, and AI techniques are accelerating the design, testing and optimisation of all vehicles. Advances in AI underpin progress in autonomous vehicles Just two decades ago, state-of-the-art autonomous vehicles were confined to test…
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Energy and AI
Energy and AI The development and uptake of artificial intelligence (AI) has accelerated in recent years – elevating the question of what widespread deployment of the technology will mean for the energy sector. There is no AI without energy – specifically electricity for data centres. At the same time, AI could transform how the energy industry operates if it is adopted at scale. However, until now, policy makers and other stakeholders have often lacked the tools to analyse both sides of this issue due to a lack of comprehensive data. This report from the International Energy Agency (IEA) aims to fill this…
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Global Energy Review 2025
…coal, renewables and nuclear power. This growth was led by the power sector, with demand for electricity rising almost twice as fast as wider energy demand due to higher demand for cooling, rising consumption by industry, the electrification of transport and the growth of data centres and artificial intelligence. Nearly all of the rise in electricity demand was met by low-emissions sources, led by the record-breaking expansion of solar PV capacity, with further growth in other renewables and nuclear power. Gas demand also picked up substantially, while oil and coal consumption increased more slowly than in 2023.CO2…
- Key findings
- Global trends
- Oil
- Natural gas
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+ 3 pages
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Energy Management for Industry
Driving efficiency implementation This report demonstrates the value of energy management for industry and governments. It illustrates how more systematic approaches to energy efficiency can contribute to ensure continual, durable, and increasing improvements that support competitiveness and energy security. It shows how new advances in energy management, such as increased digitalisation and artificial intelligence, can provide further benefits at speed and at scale. Building on best practices and innovative approaches, the report provides policy guidance on effective policy packages, giving insights into possible actions for policy makers irrespective of the maturity of existing programmes.
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Electricity 2026
Global power demand growth continues to rise rapidly as the Age of Electricity gathers pace, supported by the increasing electrification of industry, transportation, and the buildings sectors. Growing consumption is also coming from some of the most dynamic segments of global economies, such as artificial intelligence (AI), data centres, and evolving technological innovations.Against this backdrop, Electricity 2026 – the IEA’s annual report on global electricity systems and markets – provides in-depth analysis of the recent trends and policy developments underpinning this new era. It includes forecasts for electricity demand, supply and carbon dioxide (CO2) emissions for select countries, by…
- Executive summary
- Demand
- Supply
- Grids
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+ 4 pages
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Global EV Outlook 2026
…market development. It also includes analysis of the affordability of electric cars and the manufacturing and trade of electric cars, trucks and their batteries, along with a special chapter on automotive technology trends related to software and artificial intelligence.The report is complemented by updated versions of two online tools: the Global EV Data Explorer – which now includes vehicle price data in selected markets – and the Global EV Policy Explorer. These tools allow users to interactively explore EV statistics, projections and policy measures worldwide.The report is developed with the support of members of the Electric Vehicles Initiative (EVI); the…
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The State of Energy Innovation 2025
…milestones. It identifies areas where new approaches to policy support are being developed to use public funds more effectively, but also highlights areas where more efforts are needed to address barriers to scale-up and attract private capital. The report includes focus chapters on three dynamic fields, namely diversification of battery mineral supplies, application of artificial intelligence to energy innovation, and development of carbon dioxide removal technologies. The analysis provides a data-driven foundation to inform policy makers, industry and other stakeholders on the state of energy innovation worldwide and the importance of sustaining innovation momentum over the long term.
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Responding to Satellite Notifications from the Methane Alert and Response System
…to get in touch with IMEO and the IEA. Executive summary In 2023, the United Nations Environment Programme’s (UNEP) International Methane Emissions Observatory (IMEO) introduced the Methane Alert and Response System (MARS), which uses satellite data (coupled with scientific expertise and artificial intelligence) to provide free notifications of large methane emission events to governments and companies.MARS satellite alerts provide rapid and actionable information that can enable quick mitigation action. Swift action on major leaks or releases detected via MARS can deliver significant benefits for governments, potentially reducing gas waste, boosting sales by domestic companies and improving national energy…
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World Energy Outlook 2025
The IEA’s flagship World Energy Outlook (WEO) is the most authoritative source of global energy analysis and projections. Updated annually to reflect the latest energy data, technology and market trends, and government policies, it explores a range of possible energy futures and their implications for energy security, access and emissions. The WEO covers the whole energy system, using a scenario-based approach to highlight the central choices, consequences and contingencies that lie ahead. It includes exploratory scenarios that flow from different assumptions about existing policies, as well as normative pathways that achieve energy and emissions goals in full. The multi…
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Key Questions on Energy and AI
Following the publication of the IEA’s landmark Energy and AI report in 2025, this report examines how the energy and AI nexus has evolved amid surging investment in data centres and rapid advances in model capabilities. Drawing on fresh datasets and analysis, it explores where electricity demand is rising, how quickly grids and supply chains can respond, and what these shifts mean for energy security, affordability and sustainability.
