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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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Tracking SDG7: The Energy Progress Report, 2026
This report is published by the SDG 7 custodian agencies, the International Energy Agency (IEA), the International Renewable Energy Agency (IRENA), the Statistics Division of the United Nations Department of Economic and Social Affairs (UN DESA), the World Bank, and the World Health Organization (WHO), and aims to provide the international community with a global dashboard to register progress on energy access, energy efficiency, renewable energy and international cooperation to advance SDG 7.
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Critical Mineral Traceability for Energy and Economic Security
…supply chains.This report provides insights from a first-of-its kind survey on traceability conducted by the IEA and OECD. More than 80 respondent companies active across supply chains of the six focus minerals (copper, lithium, nickel, cobalt, graphite and rare earth elements) provided results between October and December 2025. Drawing on these, the report assesses the current state of company traceability practices, examines how governments are deploying traceability as a policy instrument, and identifies key barriers to wider adoption, including high implementation costs, limited interoperability between systems and challenges in transmitting information along complex and geographically concentrated supply…
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Battery Circularity
…s supply chains for battery minerals and components are highly concentrated. Battery circularity technologies - including recycling, reuse of batteries in vehicles and repurposing of batteries for new applications – can help solve these challenges and there is rising interest in the topic from governments. International patenting related to battery circularity grew by 42% per year on average from 2017 to 2023, across technology categories such as those for the collection and sorting of used batteries, mechanical processing, and treatments to recover valuable metals such as lithium, nickel, cobalt and copper from end-of-life batteries. As a potentially important secondary supply…
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Global Methane Tracker 2026
Around the world, many countries have made reductions in methane emissions a policy priority as part of their efforts to limit near-term global warming, enhance energy security, and improve air quality. The energy sector – including oil, natural gas, coal and bioenergy – accounts for around 40% of methane emissions from human activity and has some of the best opportunities to cut these emissions. The annually updated Global Methane Tracker provides essential data on methane emissions across the energy sector and the opportunities to bring them down.The Tracker presents the IEA’s latest sector-wide emissions estimates – based on the…
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Autonomous vehicles
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. Electric vehicles lead in automation and advanced driver assistance Driving automation is at the forefront of software developments for cars today. While fully autonomous cars (Level 5 automation)) are not currently in sight, electric driverless taxis (Level 4) are already operating commercially in more than 20 cities worldwide. Moreover, automated driving systems are not limited to self-driving cars – they are also rapidly gaining…
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Responding to Satellite Notifications from the Methane Alert and Response System
In 2023, the International Methane Emissions Observatory launched the Methane Alert and Response System, the first global system to provide free satellite-based alerts on major emission events to governments. Prompt reaction to MARS notifications has led to the successful mitigation of methane leaks in several countries. However, the global response rate to MARS notifications remains relatively low, suggesting that further measures may be required to transform satellite alerts into actionable responses for governments.The IEA, in collaboration with IMEO, has prepared this technical guidance document to assist governments seeking to improve action on MARS notifications and reduce methane emissions…
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Breakthrough Agenda Report 2026
…establishes an annual cycle to track progress towards these goals, identify where stronger or more co‑ordinated international action is needed, and support collective efforts to accelerate deployment. Central to this process is the recognition that many barriers to progress – including fragmented standards, weak demand signals, financing constraints and infrastructure gaps – cannot be addressed through national action alone, and require targeted international collaboration.To support this cycle, world leaders tasked the IEA and the Climate High‑Level Champions to develop an annual Breakthrough Agenda Report that provides an independent evidence base and expert analysis of progress and priorities. From 2022 to 2024…
- Executive summary
- Hydrogen
- Road transport
- Steel
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