AI in Electric Vehicles

Overview · What matters in this field right now?

Research

What is being built

Documents by area

544
372
160
115
109

Market

What reaches buyers

Rules and standards in the news

18 Sept 2026Agentic AI Rules Reshape Autonomous Vehicle Law
15 Sept 2026NHTSA orders Tesla to prove its Cybercab is legal to sell, under oath | Electrek
15 Sept 2026China's Draft Law Would Fine Automakers, Not Drivers, for Self-Driving Violations

Strategy

Where the money goes

Money committed

21 Sept 2026SemiDrive Raises $150 Million To Power Next-Gen Smart Cars
21 Sept 2026Li Auto chip unit said to pursue first funding round at $2.2 billion pre-money valuation
31 Aug 2026Nissan and Honda ink deal to boost competitiveness with 'faster development cycles' in vehicle software - Fortune

What's new · What is newest in this field?

Newest in innovation

1 FebHigh-Performance Switched Reluctance Motor Drive System Using Hysteresis-Based Pulse-Width-Modulation and Cascaded Recurrent Neural Network Controller Paper 30 JanPhysics-Informed Neural Network-Based Intelligent Control for Photovoltaic Charge Allocation in Multi-Battery Energy Systems Paper · King Saud University 30 JanAI-Driven Resilient Reverse Logistics Network for Electric Vehicle Battery Circular Economy: A Deep Reinforcement Learning Approach with Multi-Objective Optimization Under Disruption Uncertainty Paper · Royal Commission for Jubail and Yanbu 27 JanA Multi functional DC-DC Converter-Based Smart Energy Management System Using Neural Network Approach for Electric Vehicle Applications Paper 23 JanAlgorithm-oriented benchmarking of deep learning and hybrid architectures for robust SOC estimation in electric vehicle batteries Paper · Manisa Celal Bayar University

Newest in the market

21 SeptSemiDrive Raises $150 Million To Power Next-Gen Smart Cars News · ventureburn.com 21 SeptLi Auto chip unit said to pursue first funding round at $2.2 billion pre-money valuation News · cnevpost.com 21 SeptSemiDrive Raises $150 Million To Power the Next Generation of Smart Cars - Ventureburn News · Ventureburn 21 SeptXPeng Expands AI and EV Tech Beyond Volkswagen - Fuel Cells Works News · Fuel Cells Works 20 SeptAsia Today: AI, Memory Chips, Electric Mobility & Fintech Deals - Asia Business Outlook News · Asia Business Outlook

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Research · What is being built?

Where the work is growing

Dot size: documents that year

Where the work is growing
2021	2022	2023	Total
			544
		0	372
			160
		0	115
0	0	0	109

What problems are they working on?

Size and shade: documents

Largest 15 of 139 problems

Latest in innovation

1 FebHigh-Performance Switched Reluctance Motor Drive System Using Hysteresis-Based Pulse-Width-Modulation and Cascaded Recurrent Neural Network Controller Paper EV Energy Consumption Optimization 30 JanPhysics-Informed Neural Network-Based Intelligent Control for Photovoltaic Charge Allocation in Multi-Battery Energy Systems Paper · King Saud University EV Grid Load Management 30 JanAI-Driven Resilient Reverse Logistics Network for Electric Vehicle Battery Circular Economy: A Deep Reinforcement Learning Approach with Multi-Objective Optimization Under Disruption Uncertainty Paper · Royal Commission for Jubail and Yanbu EV Battery Circular Economy 27 JanA Multi functional DC-DC Converter-Based Smart Energy Management System Using Neural Network Approach for Electric Vehicle Applications Paper Renewable EV Charging Infrastructure 23 JanAlgorithm-oriented benchmarking of deep learning and hybrid architectures for robust SOC estimation in electric vehicle batteries Paper · Manisa Celal Bayar University Battery Health Monitoring

Market · What is reaching the market?

Latest in the market

21 SeptSemiDrive Raises $150 Million To Power Next-Gen Smart Cars News · ventureburn.com Intelligent vehicle user interfaces 21 SeptLi Auto chip unit said to pursue first funding round at $2.2 billion pre-money valuation News · cnevpost.com Intelligent vehicle user interfaces 21 SeptSemiDrive Raises $150 Million To Power the Next Generation of Smart Cars - Ventureburn News · Ventureburn Intelligent vehicle user interfaces 21 SeptXPeng Expands AI and EV Tech Beyond Volkswagen - Fuel Cells Works News · Fuel Cells Works Autonomous mobility platforms 20 SeptAsia Today: AI, Memory Chips, Electric Mobility & Fintech Deals - Asia Business Outlook News · Asia Business Outlook EV Battery Technology

Rules and standards in the news

18 SeptAgentic AI Rules Reshape Autonomous Vehicle Law News · theinnovationattorney.substack.com Automotive AI Global Standards 15 SeptNHTSA orders Tesla to prove its Cybercab is legal to sell, under oath | Electrek News · electrek.co In-vehicle AI user interfaces 8 SeptSlovenia clears Tesla's FSD driver assistance ahead of EU vote | Reuters News · www.reuters.com In-vehicle AI user interfaces 5 SeptOman expands standards work into AI, EVs and renewable energy - Oman Observer News · Oman Observer Automotive AI Global Standards 4 SeptTesla’s Cybercab Is Being Investigated by Federal Regulators - The New York Times News · www.nytimes.com In-vehicle AI user interfaces

Strategy · Where is the money and effort going?

How far along each area is

Innovation Market A year ago

How far along each area is
	Selling
	Selling
	Selling
	Selling
	Selling

Money, launches and partners

Money, launches and partners
	Dec – Feb	Mar – May	Jun – Aug	Sep – Nov so far
Money and capacity	29 JanTesla pledges $20 billion to transform from electric vehicle maker to AI company - Los Angeles TimesLos Angeles Times 29 JanTesla cuts car models in shift to robots and AI - BBCBBC 10 DecRivian turns to AI, autonomy to woo investors as EV sales stall - CNBCCNBC	1 MayChina’s EV price war turns into AI arms race beyond cheaper cars - CNBCCNBC 24 AprHow Musk Is Staking Tesla’s Future on AI, Robotaxis and Robots - Bloomberg.comBloomberg.com 23 AprTesla lifts 2026 spending plans by a quarter as Musk funds AI and robotic dreams - ReutersReuters	27 JulFirst glimpse into production: BMW Group Plant Woodruff assembles high-voltage batteries for the new BMW iX5www.press.bmwgroup.com 24 JulTesla quietly closes its secret ~$2 billion AI hardware deal \| Electrekelectrek.co 2 JulInfineon opens €5 billion chip factory in Germany as demand grows for EV, AI semiconductors - Automotive NewsAutomotive News	21 SepSemiDrive Raises $150 Million To Power Next-Gen Smart Carsventureburn.com 21 SepLi Auto chip unit said to pursue first funding round at $2.2 billion pre-money valuationcnevpost.com 21 SepSemiDrive Raises $150 Million To Power the Next Generation of Smart Cars - VentureburnVentureburn
Launches and deployments	6 FebTesla launches China AI training centre as self-driving race accelerates - South China Morning PostSouth China Morning Post 21 JanMatter announces India’s first AI platform for next-gen electric two-wheeler motorcycles: All details - The Times of IndiaThe Times of India 8 JanBMW, Mercedes spotlight AI-driven vehicle tech at CES 2026 - cbtnews.comcbtnews.com	19 MayChinese firm Xpeng builds driverless cabs, challenging Tesla’s FSD software - South China Morning PostSouth China Morning Post 21 AprAuto China 2026: Volkswagen Group Unveils Record Product Offensive and Agentic AI Roadmap for China - volkswagen-group.comvolkswagen-group.com 1 MarXPENG Accelerates Global Deployment of VLA 2.0 With Public Road Testing and 2027 Delivery Planwww.xpeng.com	5 AugChina’s biggest carmakers are designing their own driving chips, and Nvidia should be worriedthenextweb.com 16 JulXpeng’s L03 is the first Chinese EV to put proprietary AI driving chips in a mass-market car - The Next WebThe Next Web 17 JunStellantis, Wayve, and Uber Partner to Scale Robotaxis Globally \| Corporate \| Stellantis Mediawww.media.stellantis.com	18 SepXPENG G9L: China Launch, Paris Motor Show 12 Octoberwww.xpeng.com 17 SepLidl tests Level 4 electric truck with Einridewww.adt.media 17 SepLucid, Bolt team up to deploy 25,000 robotaxis across Europe \| Reuterswww.reuters.com
Partnerships	21 JanApplicability of Regression-Based Machine Learning Models in Energy Consumption Prediction for Electric Two-Wheelers Based on Micro-Trip ApproachB.S. Abdur Rahman Crescent Institute of Science & Technology, Vellore Institute of Technology, SRM Institute of Science and Technology 19 JanPrinted PZT Sensors and Machine Learning for IntelligentFault Diagnosis in EMS TraysChina Tobacco, Xiamen Tobacco Industry, Ningbo University 16 JanLithium-Ion Battery’s State of Health Prediction: A Deep Learning FrameworkVarian Medical Systems, Varroc Lighting Systems	5 MayHyundai Motor Explores Partnerships With DeepX and Telechips for Autonomous Driving Chips < Semiconductor < 기사본문 - The Elec Inc.www.thelec.net	23 JulVW, Horizon Robotics Boost China Autonomous Driving Partnership - Storyboard18Storyboard18	–
Legal actions	26 FebTesla sues Calif. DMV after agency said the 'self-driving' cars don't actually drive themselves - MashableMashable 9 FebNIO and Zeekr Recall Electric Vehicles Over AI-Related Software and Battery Safety Risks in China - OECD.AIoecd.ai	7 AprDigital Control and Market Power in the Automotive Sector: OEMs, Gatekeeping, and the Future of Aftermarket Regulation \| Journal of Industry, Competition and Trade \| Springer Nature Linklink.springer.com 15 MarLi Auto MEGA Electric Vehicle Battery Recall Due to AI-Related Safety Risk - OECD.AIoecd.ai	30 JunRivian Driver+ Class Action: Level 3 Autonomy Claimsopenclassactions.com 29 JunNew Tesla 'Full Self-Driving' class action hilariously cites Electrek \| Electrekelectrek.co 23 JunRivian Accused Of Selling EVs With Self-Driving Tech It Couldn’t Deliver - AOLwww.aol.com	2 SepTesla settles fatal Autopilot fire truck lawsuit, avoiding jury trial \| Electrekelectrek.co
New to this radar	16 JanA Machine Learning Approach to Early-Stage Failure Prediction in Traction Motor ManufacturingVarian Medical Systems, Varroc Lighting Systems 18 DecA hybrid deep learning model for the health state estimation of a battery packBahir Dar University, National Taiwan University of Science and Technology 11 DecIMMORTALCELL™: A FORENSIC ANALYSIS OF SELF-HEALING, AI-GOVERNED ENERGY ARCHITECTURECamber Collective	–	–	–

Overview · What matters in this field right now?

Research

Market

Strategy

What's new · What is newest in this field?

Newest in innovation

Newest in the market

Research · What is being built?

Where the work is growing

What problems are they working on?

Latest in innovation

Market · What is reaching the market?

Latest in the market

Rules and standards in the news

Strategy · Where is the money and effort going?

How far along each area is

Money, launches and partners

Money and capacity

Launches and deployments

Partnerships

Legal actions

New to this radar

Who bets where · Who is shaping this field?

Data · The evidence behind this radar

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