Geely and Arcfox Push China EVs Into AI Era

China’s EV industry saw two very different but equally revealing product stories this week. On April 17, Geely Auto Group unveiled what it calls China’s first mass-produced cockpit-driving fusion “super intelligent agent,” built around its self-developed WAM (World Action Model) architecture and debuting on the new Zeekr 8X flagship SUV. A day earlier at the Beijing International Film Festival, Arcfox used the spotlight to position its Wenjie V9 premium MPV as a luxury mobility statement, emphasizing space, comfort, acoustics, and suspension rather than autonomous-driving theatrics. Together, the two launches show how the Chinese EV market is broadening: one battleground is now AI-native vehicle architecture, while another remains premium user experience and brand elevation.

Geely’s WAM Architecture Signals a New Software Battle

Geely’s latest announcement is important because it goes beyond adding another voice assistant or ADAS package. The company says its WAM architecture is a vehicle-level decision-making foundation designed for the “physical AI” era, linking what are traditionally separate domains:

• Advanced driver assistance
• Smart cockpit functions
• Chassis control
• Powertrain systems
• Data, perception, planning, and execution layers

In practical terms, Geely is arguing that the car should stop behaving like a cluster of isolated features and start acting like a unified computing system. That is a notable shift in China’s smart EV race, where many brands still market domain controllers, central compute, or sensor counts as the headline.

According to Geely, WAM eliminates the “information silo” problem of distributed architectures by allowing:

• Shared information across domains
• Unified scheduling of vehicle resources
• Cross-domain capability reinforcement
• Intent-driven, rather than function-driven, interaction

That last point matters. Instead of a driver giving one command to navigation, another to climate, and a third to ADAS, Geely wants the vehicle to understand intent and coordinate the full task itself.

Super Eva and G-ASD 4.0: The Two-Part AI Stack

Geely’s new system consists of two core elements:

1. Super Eva — the “thinking center”
2. Qianli Haohan G-ASD 4.0 — the “execution terminal” for driving intelligence

What Super Eva Does

Super Eva is positioned as more than a conventional in-car voice assistant. Geely says it brings five capability layers:

• Emotion recognition
• Environmental perception
• Trip planning
• Cockpit-driving coordination
• Ecosystem services

On the Zeekr 8X, the initial production version will focus on three functions:

• “Understands you”
• “Understands the road”
• “Can plan”

Future OTA updates are expected to add:

• “Can drive”
• “Can handle tasks”

This roadmap suggests Geely is taking a phased deployment approach, launching with relatively accessible AI-assistant features before opening more ambitious cross-domain execution and service integrations.

What G-ASD 4.0 Adds

G-ASD 4.0 is the driving side of the stack. Geely says it builds on the full-chain AI decision-making of G-ASD 3.0 and introduces three major upgrades:

• A leap in general reasoning via a cloud-side large model
• A new integrated longitudinal-lateral control model
• Deep cockpit-driving fusion with Super Eva

The company claims measurable gains, including:

• 82% faster obstacle-avoidance reaction speed
• 60% fewer sharp braking events
• 38% improvement in driving smoothness

Those are ambitious figures, and like many OEM-provided ADAS metrics, they will need real-world validation. Still, the direction is clear: Chinese automakers are moving beyond “can it drive itself on a map” toward “can it drive in a way that feels natural, confident, and integrated with user intent.”

Zeekr 8X Is the Showcase for Geely’s AI Ambitions

The Zeekr 8X is the first production vehicle to carry this new architecture, and Geely is clearly using it as a flagship technology demonstrator.

The SUV will be offered with two hardware configurations:

Geely says both versions support the full assisted-driving feature set and will continue to evolve through OTA updates.

The more advanced H9 configuration is especially striking. With:

• 1,400 TOPS of compute
• 5 lidar sensors
• Triple 360-degree coverage

it is clearly designed not just for consumer marketing, but for a future software envelope that could include higher-level autonomy and mobility service applications.

Geely also cites the data foundation behind the system:

• 8.5 million vehicles worth of data
• Billions of kilometers of real driving scenarios
• 55 years of Volvo safety database support
• A 196-billion-parameter model with 350 TPS inference speed

This is part of a broader trend in the Chinese EV sector: scale, data loops, and vertically integrated software are now central competitive assets.

Claimed Real-World Driving Capabilities

Geely’s announcement highlights a mix of daily-use functions and more futuristic scenarios.

Everyday assisted-driving claims

• Coverage of 99% of daily driving scenarios
• Ability to pass through manual toll booths autonomously
• Better prediction in mixed traffic with cars and pedestrians
• Smoother multi-point U-turns
• More human-like route choice in complex road conditions
• Defensive slowing at blind spots and intersections

“Superhuman moments” highlighted by Geely

• AI destination guidance to charging points or building entrances
• Map-free roaming in parking areas or campuses
• Gesture-based summon and parking exit

From a journalist’s perspective, these claims show Geely is trying to reposition smart driving from a single highway-navigation feature into a broader vehicle operating system. That is strategically significant, even if the most advanced features will likely be rolled out gradually and remain subject to regulation.

Arcfox Wenjie V9 Shows the Other Side of China’s Premium EV Race

While Geely focused on AI architecture, Arcfox used the Beijing International Film Festival to underline a different truth: premium EV competition is not only about autonomy. It is also about turning the vehicle into a luxury environment.

The Arcfox Wenjie V9 was presented as the official designated vehicle for the event, transporting celebrities, film crews, and VIP guests. That kind of placement matters in China because premium image-building remains crucial for higher-end MPVs and family-oriented executive vehicles.

Arcfox’s messaging around the V9 centered on:

• Exterior presence
• Interior packaging efficiency
• Acoustic refinement
• Ride comfort
• Safety and wellness

Key Wenjie V9 highlights

The V9’s cabin story is particularly telling. Arcfox describes it as the world’s first “grand theater cockpit,” with features such as:

• 24 acoustic isolation zones
• 5 mm double-layer acoustic glass
• High-density sound insulation materials
• 22-speaker immersive audio
• Ambient lighting system

This is classic premium MPV positioning: serenity, comfort, and second-row luxury are the headline features. In a market crowded with tech-heavy SUV launches, that differentiation makes sense.

Ride and Safety Still Matter in the Luxury Segment

Arcfox also highlighted one hardware feature that remains highly relevant even in the age of AI-defined cars: suspension.

The Wenjie V9 is claimed to offer the segment’s only magnetorheological suspension, giving it millisecond-level damping response. For a premium MPV carrying high-profile passengers, that matters more than flashy autonomous-driving demos. Smooth body control, especially over urban imperfections, is a cornerstone of perceived luxury.

Safety and health features were also emphasized:

• Integrated metal anti-roll structure
• Hot-formed door ring structure
• Near-zero formaldehyde and benzene cabin environment

That language reflects a wider market pattern in China, where premium family buyers increasingly evaluate air quality, wellness, and passive safety alongside connectivity and powertrain specs.

Comparison: Two Different Visions of Premium Chinese EVs

These two stories are not really in conflict. Instead, they show the breadth of China’s EV market in 2026.

Geely is competing in the software-defined and AI-defined vehicle race, where players like Xpeng, NIO, Huawei-backed brands, and BYD are all pushing integrated intelligent driving stacks.

Arcfox, meanwhile, is making a more traditional but still relevant premium play: proving it can deliver a flagship experience in one of China’s most image-sensitive vehicle categories.

Why This Matters for the Chinese EV Market

The bigger takeaway is that China’s EV competition is entering a more mature phase.

A few years ago, the market was dominated by headline numbers such as:

• Range n- Acceleration
• Battery size
• Screen count

Now the conversation is shifting toward system-level value:

• How deeply software is integrated into the vehicle architecture
• Whether AI can convert voice, perception, and driving into one continuous experience
• How luxury is defined beyond branding, through acoustics, ride quality, and human-centered packaging

Geely’s WAM platform is notable because it reframes the vehicle as a coordinated AI system rather than a collection of features. If it works as promised, it could influence how Chinese automakers design the next wave of central computing and cross-domain controllers.

Arcfox’s V9, by contrast, shows that not every premium success story has to lead with autonomous driving. In China’s crowded EV market, product clarity still wins. For a luxury MPV, comfort-first positioning can be just as powerful as an AI narrative.

Global Implications

For global automakers and suppliers, these launches offer two lessons.

First, Chinese brands are moving quickly from feature competition to architecture competition. Geely’s emphasis on a unified “vehicle brain,” large-model reasoning, and cross-domain scheduling shows that the software stack is becoming a strategic differentiator, not just an infotainment layer.

Second, Chinese EV makers are getting more sophisticated about segmentation. Arcfox’s film-festival showcase was not about proving raw technology leadership; it was about embedding a vehicle into premium culture and lifestyle. That kind of positioning is increasingly important as the domestic market becomes more crowded and export ambitions grow.

In other words, China’s EV leaders are no longer just building cheaper electric cars faster. They are defining new product categories around AI, user experience, and brand theater.

What Comes Next

For Geely, the key question is execution. The WAM architecture and Zeekr 8X hardware stack look impressive on paper, but real market impact will depend on:

• Stability in production vehicles
• OTA rollout pace
• Regulatory approval for advanced assisted-driving functions
• Real-world user trust in cross-domain AI behavior

For Arcfox, the challenge is commercial translation. The Wenjie V9 clearly has the ingredients to appeal in the premium MPV market, but turning high-visibility event placement into sustained sales momentum is never guaranteed.

Still, both launches underline the same conclusion: China’s EV market is no longer fighting a single war over electrification. It is now competing on multiple fronts at once — AI architecture, assisted driving, ride refinement, premium branding, and everyday usability. And that makes the sector far more interesting than a simple race for range or price.