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Nvidia Unveils Self-Driving Car Tech as Part of Physical AI Push

Nvidia's Alpamayo includes a 10-billion-parameter model and over 1,700 hours of driving data to improve autonomous vehicle safety and decision transparency.

  • On Jan. 05, 2026, Nvidia unveiled the Alpamayo family at CES 2026, releasing its open-source AI models and code for free access on Hugging Face.
  • To tackle long-tail scenarios, Nvidia says Alpamayo uses chain-of-thought reasoning to break problems into steps and select the safest path, Ali Kani said Monday.
  • With a 10-billion-parameter architecture, Alpamayo 1 offers open model weights and inferencing scripts, and Nvidia releases Physical AI Open Datasets with 1,700+ hours of driving data plus AlpaSim and Cosmos for training.
  • Mobility leaders including Lucid Motors, JLR, Uber and Berkeley DeepDrive are showing interest, while developers can fine-tune Alpamayo into runtime models and validate performance in simulation before deployment.
  • Later this year, Nvidia's Rubin AI chips will release, and a driverless Mercedes‑Benz CLA will debut in the US in coming months; Huang said, `It drives so naturally because it learned directly from human demonstrators.
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Nvidia announced on the ESC in Las Vegas the launch of the Alpamayyo, an AI technology with "reasonation" that helps autonomous machines process "the rare scenarios", drive in a complex environment and explain the driving decisions. The company has already started production of the Mercedes-Benz CLA model without driver, equipped with its platform, following the launch to take place in the US in the following months, then in Europe and Asia.

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technewstube.com broke the news in on Monday, January 5, 2026.
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