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Autonomous vehicles
…most commonly deployed systems, like adaptive cruise control combined with lane-keeping assist, require the driver to have their hands on the steering wheel, and only function under certain conditions, mainly on highways.Further development of ADAS is amongst the top strategic priorities of OEMs today. Beyond compliance with regulations and increasing road safety, OEMs see driving automation as one of the main competitive differentiators, with high potential to unlock new revenue streams. The most advanced Level 2 systems in private passenger cars today allow for hands-free navigation on autopilot (Level 2+). People’s Republic of China (hereafter, “China”…
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Artificial intelligence and EVs
…common driving situations. However, difficulties remain in handling rare or ambiguous situations, which are not represented in training datasets. These can include extreme weather, rare objects, unexpected behaviour by other road users, and sensor malfunction. Handling of such cases is among the main R&D efforts for autonomous vehicle developers.End-to-end AI approaches to autonomous driving could reduce costs and accelerate scale-up but are currently limited by regulatory and safety concerns. By integrating functions from perception to planning within a single model, these approaches have the potential to simplify development and deliver performance gains. However, ensuring safe…
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Energy System Resilience
…Agency (IEA) has worked closely with Ukraine, an Association country, on energy system resilience, publishing a 10-point plan ahead of the 2024-2025 winter, along with a 2025-2026 update and a roadmap for decentralising Ukraine's power system. This has provided Ukraine with critical assistance, while also offering invaluable real-world lessons that can inform resilience planning for IEA Member countries and beyond. Industry from Europe and other regions is already collaborating with the Ukrainian private sector and learning from practices forged under extreme conditions as they provide support. This report distils key lessons from Ukraine's experience…
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Vehicle software and software-defined vehicles
GEVO 2026 - Chapter 8 The transition from mechanical to software-based vehicle control has been underway for decades and has accelerated dramatically with the rise of EVs. Pure-play EV makers have pioneered the shift towards high-level, continuously updateable software-based vehicle control, speeding up the development and rollout of new features. Vehicles are evolving into software platforms for which users can access subscription‑based premium features, in the same way as for smartphones. A new design paradigm is emerging, with EVs at the forefront The digital transformation of the car industry is most evident in the emergence of software…
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Vehicle-to-grid technology
GEVO 2026 - Chapter 8 With the rollout of smart and bidirectional charging, EV owners can reduce charging costs and, in some cases, generate revenue by participating in grid services, such as frequency regulation. Load shifting and vehicle‑to‑grid (V2G) capabilities provide substantial electricity system benefits, helping reduce peak demand and potentially limiting the need for future grid investment – benefits for which EV owners can be compensated. Vehicle-to-grid charging holds the promise of alleviating grid constraints but barriers remain The rollout of EVs is a major driver of global electricity demand growth. Residential EV charging can draw more power than…
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Demand- and Supply-Side Measures for the Industry Transition
Policy brief As governments look to scale up lead markets for near-zero and low-emissions steel and cement, targeted policy measures can help overcome commercialisation barriers, capture emerging market opportunities and support broader government objectives. This policy brief explores a variety of possible policy instruments to stimulate demand and supply of such industrial materials, providing options that governments could adopt and adapt as part of their industrial policy framework – tailored to their unique circumstances to enhance effectiveness – along with practical next steps towards implementation.
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IEA Guide to Reporting Energy Technology RD&D Budgets
This manual, developed by the International Energy Agency (IEA), provides comprehensive guidance for national experts responsible for reporting energy technology research, development, and demonstration (RD&D) budgets. It outlines the methodology and classification system used to collect and structure RD&D data across IEA member countries, ensuring consistency and comparability. The manual is divided into two main sections: fundamentals of RD&D budget reporting and a detailed classification of energy technologies. It defines RD&D in alignment with the OECD Frascati Manual and clarifies the scope of public and private sector reporting. It also provides instructions for completing the IEA…
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Scaling Up Transition Finance
Scaling Up
Transition
Finance Actions by emissions-intensive sectors, companies and countries are crucial to placing the world on a sustainable pathway. Yet investments that could deliver meaningful reductions in their environmental footprint often do not receive sufficient financial support. Currently, finance is drawn heavily to certain “green” assets and activities. While vital, these investments alone cannot deliver all the changes needed to cut global emissions, especially in areas where clean technologies are not yet commercially available or cost-competitive. This is where transition finance comes in: it can help emissions-intensive countries, companies and sectors shift over time towards…
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Global EV Outlook 2025
Expanding sales in diverse markets Global EV Outlook 2025: Expanding sales in diverse markets The Global EV Outlook is an annual publication that reports on recent developments in electric mobility around the world. It is developed with the support of members of the Electric Vehicles Initiative (EVI).The report draws on the latest data to assess trends in electric vehicle deployment, demand for their batteries and charging infrastructure. It considers recent policy developments and industry strategies shaping the outlook for electric vehicles in different markets. This edition features analysis of electric vehicle affordability, manufacturing and trade of electric cars and…
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Rare Earth Elements
Pathways to secure and diversified supply chains The critical role of rare earth elements in strategic applications, ranging from energy technologies and advanced electronics to aerospace and defence systems, combined with their highly concentrated supply chains, has elevated their importance in both energy and broader economic security discussions in recent years. This report assesses the current state of the rare earth elements market, examining demand and supply dynamics and key technological developments. It analyses the full value chain from mining to permanent magnet production, evaluates vulnerabilities across supply chains, and highlights the implications of potential supply disruptions. Based on these…
