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2026 Breakthrough: How Hyundai and NVIDIA’s Partnership is Revolutionizing EV Autonomous Driving

Daniel Kim Views  

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42dot: “Already at a commercially deployable level” — enters final stage for in-vehicle integration

Combining NVIDIA’s Level 2 tech; autonomous-driving strategy targets expansion to robo-taxis

Hardware–AI integration accelerates; reorganization and talent recruitment reinforce ‘one-team’ development

[Asia Times = Reporter Woo Seung-jun] Hyundai Motor Group is accelerating its push to commercialize autonomous driving with NVIDIA, and the group’s autonomy developer 42dot says it is nearing a commercial-ready stage. Industry observers say the company’s strategy to internalize technology by combining hardware and artificial intelligence (AI) is beginning to deliver tangible results.

   Exterior of 42dot’s Pangyo headquarters. (Photo = 42dot)
  Exterior of 42dot’s Pangyo headquarters. (Photo = 42dot)

On March 17, industry sources said Richard Chelminski, head of the software-defined vehicle (SDV) platform at 42dot, told an SAE podcast that the company’s Atria AI system has advanced to a “usable” level. He said 42dot is actively reviewing commercialization for in-vehicle deployment and is in talks about which models will get the system.

An industry source said the comments point to a commercialization path driven by iterative performance gains from real-world driving data—an approach similar to Tesla’s use of over-the-air (OTA) updates to improve autonomous-driving performance.

On the same day, Hyundai Motor Group said it will preemptively adopt NVIDIA’s Level 2 autonomous-driving technology on select models. That raises the likelihood commercialization will combine 42dot’s software with NVIDIA’s platform.

42dot has been moving to internalize autonomy technology. After releasing a demo video last December, Hyundai chairman Chung Eui-sun test-drove an Atria AI vehicle to evaluate its maturity and reaffirm the group’s commercialization push.

42dot confirmed it will pursue a camera-first vision stack with radar as a secondary sensor—an approach similar to Tesla’s camera-centric strategy and in contrast to Waymo’s lidar-based robo-taxi development.

Hyundai Motor Group is also reorganizing to accelerate its shift to autonomous driving and software-defined vehicles (SDV). Park Min-woo, head of the Advanced Vehicle Platform (AVP) division, said at a recent town hall that “the full integration of hardware and software is core to mobility innovation,” and pushed for an execution-focused structure.

Park is personally leading external talent recruitment to build an AI team for system advancement. The group aims to unify the full pipeline—from development to mass-production application—through ‘one-team’ collaboration across 42dot and other in-group units.

Another industry source said, “Hyundai Motor Group is putting the pedal to the metal on commercialization by simultaneously pursuing collaboration with NVIDIA, advancing 42dot’s technology, and reorganizing while recruiting talent.”

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