Inaccurate EV range calculation: a driver's vulnerability
Maja Stefanovic — 18 March 2026
6 min read
13 May 2026

Ask Deon Newman what keeps pulling him back to Auto China and he’ll say it’s the way the show still manages to surprise him. A few years ago it was the BYD U8 slipping into the water like a James Bond stunt. Then came the low‑slung EV that didn’t slow for a speed bump but jumped clean over it. “It literally hops,” he said. Auto China 2026 delivered plenty more moments just like that.
This year’s motor show offered a compelling glimpse into where global mobility is heading. With over a million visitors, major launches and a show floor full of EVs, it was clear the industry’s center of gravity continues to shift east. What stood out wasn’t just the tech, but the speed and ambition behind it.
“Auto China has become the largest auto show on the planet, probably in many ways the most influential,” said Newman.
That influence goes well beyond cars. Newman said the show has “expanded in focus” to include “AI, robotics and robotic physical AI,” alongside autonomous features such as Navigation on Autopilot (NOA). The vehicle, he noted, is increasingly becoming part software platform, part intelligent assistant and part mobility device.
One of the strongest trends at the show was the rise of AI as the centerpiece of the in‑car experience. After years of developing software‑defined vehicles, Chinese automakers are now delivering polished, feature‑rich cabins across every price point. Newman described interiors built for “the iPad generation,” with “beautiful, large high-definition screens” and deeply integrated digital functions.
More importantly, AI is transforming how drivers interact with the car. Newman pointed to systems far beyond simple voice commands, highlighting NIO’s NOMI as “a full LLM that’s having a real dialogue with you contextually.” Instead of a tool that handles basic requests, the assistant can understand context, remember details and support a more natural, intuitive driving experience.
Another major theme was how quickly Navigation On Autopilot is spreading. At Auto China 2026, NOA was everywhere, and Newman said Chinese automakers now see it shifting from premium feature to baseline expectation. “We’re going to see over the next twelve months many, many companies announcing this capability and rolling it out into the marketplace,” he said. “It will become a competitive differentiator at first… then it will become a table stakes requirement.”
Most of the systems on display sit in the Level 2 to Level 2+ range, where the car assists with steering, braking and acceleration but the driver remains responsible. Newman said Chinese players are leaning into L2+, combining standard‑definition maps with detailed lane and road attributes to deliver smoother assisted driving.
That mapping layer is doing the heavy lifting. Newman said a live map can serve as “a shared ground truth for both the driver and also the machine that’s driving underneath this.” It lets the vehicle anticipate rather than react, drawing on “lanes and topology rules and intent.” That shift is key to making NOA safer, smoother and ready to scale.
While many global automakers still work on multi-year product cycles, Chinese automakers are compressing innovation into a fraction of that time. “They’ve moved the development cycle from what we are used to, sort of three-year cycles, down to twelve months,” said Newman. In some cases, he said, brands decide on a feature in midyear and aim to deliver it in production vehicles by January.
That speed is not only about moving fast for its own sake. It reflects a deeper shift in how Chinese automakers think about product development. They test quickly, adapt quickly and scale quickly. “Speed and ambition define the market,” said Newman. “Companies are driven by a belief that you set a plan and you deliver the plan.”
Auto China 2026 also showed how Chinese brands are designing with the world in mind. Newman said the event has shifted from “China to consumer” to “very much China to global.” That means exporting not only vehicles, but also technology platforms, software experiences and new expectations around value. At the same time, he stressed that automakers are working to meet global regulations, compliance needs and local driver expectations as they expand abroad.
The message from Auto China 2026 is clear: the future of mobility is being shaped by companies that can combine AI, assisted driving, electrification and rapid execution at scale. If these trends continue, global consumers will soon expect smarter, more capable and more connected vehicles as standard. And if Auto China is any guide, that future may arrive faster than many expected.

Louis Boroditsky
Managing Editor, HERE360
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Maja Stefanovic — 18 March 2026
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