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Wayve, NVIDIA and Stellantis Partner to Advance Autonomous Driving in France

Wayve, NVIDIA and Stellantis have announced a new collaboration with the French government to accelerate the development and deployment of autonomous vehicles in France, combining AI-powered driving technology, advanced computing and next-generation vehicle platforms. The initiative aims to establish France as a major European hub for autonomous mobility while ensuring that safety, data sovereignty and local stakeholder engagement remain central to the transition.

The race to bring autonomous driving technology to European roads is gaining momentum. London-based AI developer Wayve is joining forces with NVIDIA, Stellantis and the French government in a new initiative designed to accelerate the development and real-world deployment of autonomous vehicles (AVs) in France and across the European Union.

Announced at the Assises du Véhicule Autonome, the collaboration brings together three major technology and automotive players, supported by the French government, to develop an ecosystem covering the entire autonomous driving value chain, from semiconductor technology and computing infrastructure to vehicle engineering, manufacturing and AI-powered driving systems.

The initiative builds on existing partnerships between the companies and reflects a broader ambition to make France a leading European destination for autonomous mobility development.

Wayve, NVIDIA and Stellantis Combine Their Autonomous Driving Technologies

At the heart of the collaboration is the integration of three complementary technologies. Stellantis will contribute its L4-Ready Platforms™ and extensive expertise in vehicle engineering and manufacturing, while Wayve will provide its AI Driver, an artificial intelligence-based driving system designed to enable autonomous vehicles to navigate complex real-world environments.

NVIDIA will contribute its computing and safety technology, with Wayve’s AI Driver set to integrate NVIDIA Halos OS on the NVIDIA Hyperion compute and sensor architecture.

Together, these technologies are intended to provide a foundation for the development of autonomous vehicles capable of operating with increasing levels of independence.

The partnership combines Wayve’s approach to embodied AI with NVIDIA’s computing capabilities and Stellantis’ experience in designing and producing vehicles at scale. Rather than treating autonomous driving as a standalone software challenge, the collaboration brings together the essential components required to move the technology from development and testing toward practical deployment.

The partners have not yet announced specific vehicle models, commercial launch dates or a detailed timetable for autonomous ride-hailing services in France.

Why France Is Central to Europe’s Autonomous Driving Ambitions

France is emerging as a strategic location for the next phase of autonomous mobility. The country has one of Europe’s largest ride-hailing markets, an established automotive industry and a growing artificial intelligence ecosystem.

Paris also hosted the AI Action Summit in 2025, where €109 billion in AI investment was announced, underlining the country’s ambitions to become a major centre for artificial intelligence development.

For Wayve, NVIDIA and Stellantis, these factors make France a natural base from which to advance autonomous driving technology and expand collaboration across Europe.

Stellantis already considers France one of its key centres for engineering and technology development, while Wayve is looking to work more closely with European governments and industry partners as it expands its AI-driven mobility technology.

The French government’s involvement is particularly significant because autonomous vehicle deployment depends on more than technological progress. Regulatory approval, public confidence, infrastructure readiness and cooperation with local transport operators will all play important roles in determining how quickly driverless mobility becomes commercially viable.

By bringing these interests together at an early stage, the collaboration aims to create conditions that support both innovation and responsible implementation.

Safety and Regulation Remain Key Priorities

One of the central objectives of the initiative is to support the development of a regulatory framework that enables autonomous vehicles to progress from controlled trials to real-world operations without compromising safety.

Philippe Tabarot, France’s Minister of Transport, welcomed the announcement, highlighting the country’s intention to adapt its regulatory framework to accelerate autonomous vehicle development while maintaining strict safety and data sovereignty requirements.

The minister also stressed the importance of bringing together trade unions, city authorities and mobility stakeholders as autonomous driving moves closer to wider deployment.

This approach reflects one of the industry’s most significant challenges: establishing public trust in vehicles that rely on artificial intelligence to interpret their surroundings and make driving decisions.

Although autonomous driving technology continues to advance, its adoption will depend on demonstrating that systems can operate safely in complex traffic conditions and comply with the regulatory requirements of individual markets.

Data sovereignty is another important consideration for European policymakers, particularly as AI-powered vehicles depend on sophisticated computing systems and large volumes of data. The partners’ collaboration with the French government is intended to help address these concerns as the technology develops.

Local Communities and Workers to Be Part of the Transition

Beyond engineering and computing, the initiative also places emphasis on the social and economic implications of autonomous mobility.

The partners have committed to developing autonomous driving alongside local French stakeholders, with engagement involving trade unions, municipal authorities and mobility-sector participants.

Local partners responsible for transport operations will lead discussions concerning the practical implementation of autonomous services. The stated objective is to ensure that the transition benefits workers, communities and passengers across the broader mobility ecosystem.

For the ride-hailing industry, autonomous vehicles could eventually reshape how services are delivered, how fleets are managed and how passengers access transportation. However, the transition also raises questions about employment, operational responsibilities and the relationship between automated systems and existing transport services.

By involving local stakeholders, the collaboration aims to address these issues as part of the deployment process rather than treating them as challenges to be resolved after the technology reaches the market.

What the Partnership Means for Stellantis, NVIDIA and Wayve

For each company, the collaboration offers an opportunity to strengthen its position in the emerging autonomous mobility market.

Wayve brings its AI Driver technology and expertise in embodied artificial intelligence, an approach that enables AI systems to perceive and respond to the physical world. The company sees France as an important partner in shaping how its technology can be deployed safely and responsibly across Europe.

Kaity Fischer, Wayve’s Vice President of Autonomous Mobility and Operations, said the company was proud to enter the collaboration at a significant moment for France’s autonomous vehicle ambitions. She highlighted cooperation with the French government and industry partners as an opportunity to accelerate development throughout the country and the wider EU.

Stellantis contributes the vehicle engineering and manufacturing capabilities needed to turn autonomous driving technology into deployable automotive products. Its L4-Ready Platforms™ provide the vehicle-platform element of the partnership, while its French engineering and technology operations offer an established base for further development.

Anne Laliron, Stellantis’ Senior Vice President of Technology Research, said the collaboration could accelerate the delivery of autonomous driving technologies designed to make mobility safer and more convenient for customers.

NVIDIA provides the computing architecture and safety technology underpinning the initiative. Its Hyperion platform and Halos OS are intended to work alongside Wayve’s AI Driver and Stellantis’ automotive expertise, bringing together the computing, software and vehicle systems required for autonomous mobility.

Ali Kani, NVIDIA’s Vice President of Automotive, emphasised that bringing safe autonomous mobility to Europe requires close cooperation across AI, computing and vehicle engineering. He also highlighted the importance of working with governments and local partners to extend the potential benefits of autonomous driving to communities across France and Europe.

The Road Ahead for Autonomous Vehicles in Europe

The collaboration between Wayve, NVIDIA, Stellantis and the French government represents another step toward the broader commercialisation of autonomous driving technology in Europe.

Its significance lies in the combination of AI development, computing infrastructure, automotive manufacturing and government engagement within a single initiative. France could benefit from the resulting ecosystem through further technology development, industrial cooperation and the potential expansion of autonomous mobility services.

Nevertheless, important milestones remain ahead. The integration of AI driving software into vehicle platforms, validation of system safety, regulatory approvals and the establishment of commercially sustainable operating models will determine how quickly the initiative can translate into vehicles on public roads.

The announcement does not, by itself, confirm that fully autonomous ride-hailing services are ready for widespread deployment in France. Instead, it establishes a framework for cooperation intended to accelerate the development and responsible introduction of the technology.

For the European automotive industry, the partnership highlights a growing recognition that the future of autonomous driving will depend on collaboration between automakers, AI developers, technology suppliers and public authorities.

If the initiative achieves its ambitions, France could become an important base for developing and deploying AI-powered autonomous vehicles, helping Europe strengthen its position in a market increasingly shaped by advances in artificial intelligence and high-performance computing.

Source: Stellantis

France’s Car Taxes Have Become Extreme: A €40,000 Car Could Cost €100,000 to Register

France has dramatically tightened its vehicle taxation system, and the changes are hitting buyers of heavy, powerful and high-emission cars particularly hard. Under the revised rules, a new car can face both a steep CO2 tax and an additional weight-based charge, turning what looks like a €40,000 purchase into a six-figure financial commitment.

The result is one of the most unusual distortions in Europe’s new-car market: buyers who want performance, large SUVs or simply heavier vehicles can face taxes that rival or even exceed the price of the car itself.

And there is another uncomfortable twist. If the vehicle is subsequently stolen, those registration taxes generally do not become part of the car’s insured value.

France’s Car Tax System Gets Much Tougher

France has taxed new vehicles according to their CO2 emissions since 2008. However, the system has become considerably more aggressive, with the latest changes combining two separate charges.

The first is the CO2-based malus, which increases according to a vehicle’s certified emissions. The second is a weight-based tax, commonly referred to as the mass malus.

For buyers of large gasoline and diesel vehicles, the two charges can combine into an enormous registration bill.

The CO2 tax now begins at just 108 g/km, while vehicles with very high emissions can face penalties reaching tens of thousands of euros. At around 192 g/km, the CO2 component alone can reach approximately €80,000.

The weight tax adds another layer. It applies to vehicles above a specified mass threshold, with the penalty increasing for every additional kilogram.

In other words, France is effectively taxing two characteristics that are closely associated with modern performance cars, large SUVs and many plug-in hybrid vehicles: how much CO2 they emit and how much they weigh.

A Ford Mustang GT Can Become a Financial Nightmare

The scale of the system becomes easier to understand with a performance car such as the Ford Mustang GT.

The Mustang GT is one of the classic examples of a car that becomes dramatically more expensive in markets with aggressive emissions taxation. In France, a vehicle costing roughly €60,000 can face a maximum CO2 penalty of around €80,000, with the weight-based charge potentially adding even more.

That means the government’s tax bill can approach or even exceed the price of the vehicle itself.

A buyer could therefore be looking at a total financial commitment approaching six figures for a car whose underlying purchase price is nowhere near that amount.

The situation illustrates a broader problem with punitive vehicle taxation: the tax is no longer simply a surcharge added to the purchase price. For some vehicles, it becomes the dominant component of the transaction.

The Weight Tax Creates a Second Problem

The CO2 malus is relatively straightforward: vehicles that emit more CO2 pay more.

The weight tax is more controversial because vehicle mass does not necessarily correspond directly to real-world emissions.

Modern cars have become heavier for numerous reasons, including larger batteries, additional safety equipment, more sophisticated chassis systems, sound insulation and increasingly generous dimensions.

That means a vehicle can be relatively clean from an emissions standpoint but still face a substantial financial penalty because it is heavy.

This is particularly relevant for plug-in hybrids.

Plug-In Hybrids Are Not Automatically Safe

The Peugeot 5008 Plug-in Hybrid is a good example.

Because its certified CO2 emissions are sufficiently low, the 5008 PHEV can avoid the CO2 malus under the relevant threshold. But that does not mean the buyer escapes taxation.

With a mass of approximately 2,123 kg, the vehicle can incur roughly €6,100 in weight-based taxation.

The example highlights an important weakness in a system designed around environmental objectives.

A plug-in hybrid may produce very low official CO2 figures under testing conditions, yet its large battery, electric motor and associated hardware can make it substantially heavier than a conventional vehicle.

The tax system therefore shifts some of the environmental penalty from emissions to mass.

Renault 5 E-Tech Shows the Other Side of the Equation

At the opposite end of the spectrum is the electric Renault 5 E-Tech.

With a mass of around 1,450 kg, the small electric hatchback falls below the relevant weight threshold. Because it produces no tailpipe CO2, it also avoids the emissions-based tax.

The result is a dramatic difference in taxation compared with a large gasoline-powered performance car.

This is clearly the behavior policymakers want to encourage: smaller, lighter and zero-emission vehicles receive favorable treatment, while heavy and high-emission vehicles become increasingly expensive.

But the consequences extend beyond the immediate tax bill.

What Happens If the Car Is Stolen?

One of the most controversial aspects of the system concerns insurance.

Imagine buying a car for €35,000 and paying another €55,000 in taxes and penalties when it is registered.

The vehicle has effectively cost you €90,000.

If it is later stolen, however, the insurance payout is generally based on the insured value of the vehicle rather than treating government taxes as an additional recoverable asset.

That creates a painful scenario.

The owner could have spent €90,000 in total but potentially receive compensation corresponding to only the €35,000 value of the vehicle itself, depending on the policy and its valuation terms.

In practical terms, the registration tax becomes a sunk cost.

This is especially significant for expensive performance cars because their taxation can represent a huge proportion of the owner’s total investment.

France’s New Car Taxes Could Boost the Used-Car Market

Perhaps the most interesting consequence is what these taxes could do to the French used-car market.

The taxation system primarily targets the purchase and registration of new vehicles. Older vehicles can therefore become comparatively attractive, particularly for buyers looking for large engines, high performance or substantial dimensions.

Why pay an enormous penalty for a new performance car when an older example can provide much of the same experience without the same level of taxation?

That economic calculation could increasingly push consumers toward used vehicles.

The irony is that this can undermine one of the fundamental objectives of environmental vehicle policy.

The “Havana Effect” Comes to Europe

The phenomenon has sometimes been compared with the “Havana effect”, referring to places such as Cuba where people continue operating decades-old vehicles because replacing them with newer cars is difficult or prohibitively expensive.

France obviously isn’t experiencing anything remotely comparable on the same scale, but the basic economic mechanism is similar.

If new vehicles become excessively expensive while existing vehicles remain comparatively affordable, owners have a stronger incentive to keep their current cars for longer.

That can create a market in which well-maintained older vehicles become increasingly valuable.

For enthusiasts, this could be particularly significant.

Cars equipped with larger engines, manual transmissions or increasingly rare powertrains could become desirable precisely because new alternatives are becoming financially inaccessible.

Could Environmental Taxes Actually Make the Car Fleet Older?

This is where the French system creates an intriguing paradox.

The objective of emissions taxation is straightforward: encourage consumers to purchase vehicles that produce less CO2.

But taxation can only achieve that objective if consumers can realistically afford the alternatives.

If the price difference becomes too large, some buyers may simply postpone replacing their existing vehicle.

Instead of replacing a 10-year-old car with a new, more efficient model, an owner may decide to keep the older vehicle for another five years.

That can produce an unintended consequence: the average vehicle fleet becomes older rather than newer.

France’s average vehicle age has already moved beyond 11 years, illustrating the broader challenge facing European governments as they attempt to accelerate the transition toward cleaner transportation.

The Problem With Taxing Weight

The weight-based component also raises a wider question about how governments should measure a vehicle’s environmental impact.

Weight matters. Heavier vehicles generally require more energy to move, and producing large vehicles also requires additional raw materials.

But mass alone does not tell the complete environmental story.

A heavy electric vehicle and a heavy gasoline SUV can have dramatically different operational emissions.

Likewise, a lightweight older gasoline car can produce substantially more CO2 over its lifetime than a newer but heavier electrified vehicle.

A tax system based heavily on vehicle characteristics therefore risks creating unintended market distortions.

Performance Cars Are Becoming a Luxury Few Can Afford

For enthusiasts, the consequences are even more obvious.

Large-displacement engines and high-performance cars are already facing increasing pressure from emissions regulations across Europe. France’s tax system takes that trend several steps further by making the initial purchase potentially extraordinarily expensive.

A car that might otherwise be considered an attainable performance vehicle can suddenly become a luxury product.

The result could be a shrinking market for new sports cars and high-performance sedans and SUVs, while older examples become more desirable.

That could also affect manufacturers.

If customers abandon expensive new performance cars for used alternatives, automakers have less incentive to offer combustion-powered enthusiast models in the French market.

A Tax System With an Unexpected Side Effect

France’s approach demonstrates the difficulty of designing environmental taxation.

On paper, the logic is compelling: make high-emission and heavy vehicles more expensive, and consumers will choose smaller, cleaner alternatives.

In practice, consumers respond not only by changing what they buy but also by changing whether they buy at all.

A customer faced with a €60,000 car and an enormous registration penalty may not necessarily choose a €30,000 electric car. They may simply keep their existing vehicle.

That distinction is crucial.

Environmental policy can change purchasing behavior, but excessive taxation can also delay vehicle replacement, strengthen the used-car market and preserve older vehicles on the road.

The Bigger Question for Europe

France’s experience could serve as a warning for other European countries considering increasingly aggressive vehicle taxation.

The transition toward lower-emission transportation is already transforming the automotive industry. Electric vehicles are becoming more common, combustion engines are being regulated more heavily and manufacturers are investing billions in electrification.

But the affordability question remains.

If governments make new vehicles dramatically more expensive through taxation, consumers with limited budgets may not have the ability to switch to the newest and cleanest technology.

Instead, they may hold onto the vehicle they already own.

That could create a peculiar automotive future in which new cars become cleaner, but the cars people actually drive become older.

Source: Bloomberg

How France Turned Electric Cars into a 26-Percent Market Force

If you’re looking for the moment when France’s electric-car transition stopped being theoretical and started looking inevitable, November 2025 might be it. For the first time, electric vehicles grabbed more than 26 percent of new registrations in the country—an eye-opening figure in a market that otherwise looks stuck in neutral.

This didn’t happen because French drivers suddenly woke up and fell in love with kilowatt-hours. It happened because policy, product, and timing finally aligned.

According to Avere, the European Association for Electromobility, France registered 37,723 electric vehicles in November, counting both passenger cars and light commercial vehicles. That’s a 48.5 percent jump over the same month last year. Strip away the vans and fleet noise, and the picture gets even clearer: 34,533 of those were fully electric passenger cars registered by private buyers. In other words, more than one in four new cars bought by individuals in November didn’t burn a drop of gasoline.

That’s not a blip. That’s a shift.

The €100-a-Month Catalyst

The spark came from Paris, not from Silicon Valley or Wolfsburg. In early 2024, the French government rolled out a subsidized EV leasing program aimed squarely at lower-income workers—people who actually need a car to get to their jobs and live at least 15 kilometers away. The headline number was irresistible: monthly payments starting at €100 for small electric cars.

Demand exploded. More than 50,000 applications poured in—more than double what the program’s architects expected. The government hit pause less than a month later, overwhelmed by its own success, with the program officially set to end in 2025.

But the idea was too effective to abandon. In September 2025, the leasing scheme returned, backed by a €370 million financing envelope. Monthly payments now range from roughly €140 to €200 depending on the vehicle and the buyer’s situation, with subsidies capped at €7,000 per car. The target is straightforward: put about 50,000 additional EVs on French roads and, just as importantly, keep the money flowing into European factories.

It’s industrial policy with a charging cable.

Enter the Renault 5 E-Tech

Every movement needs a poster car, and France found its hero in a reboot. The Renault 5 E-Tech—retro-styled, city-sized, and priced to play nicely with subsidies—has become the runaway star of the French EV market.

In November alone, 5,325 Renault 5s found new homes. That’s not just leading the segment; it’s embarrassing the competition. The Peugeot e-208, a solid and familiar alternative, managed 2,072 registrations—less than half the Renault’s total. Third place went to the Renault Scénic, which continues to post steady, if less headline-grabbing, growth.

Production is keeping pace. Renault’s Ampere Electric City plant in Douai is running flat out, having already built more than 100,000 R5 E-Techs in just 15 months. That’s a clear signal that this isn’t a short-term spike—it’s a sustained push.

A Glimpse of the Future

France’s November numbers don’t mean the internal-combustion engine is dead. But they do suggest that, given the right incentives and the right cars, mass EV adoption can happen faster than most forecasts predicted. When affordability stops being the bottleneck, buyers don’t need much convincing.

More than 26 percent EV share in a stagnant market isn’t just a statistic—it’s a warning shot to every automaker and policymaker still betting on slow change. In France, at least, the electric future didn’t arrive quietly. It showed up in volume.

Source: Avere