For all the technical bravado on display in Las Vegas, the harder test for Nvidia’s new system will play out on ordinary streets, where rare moments and human unpredictability still challenge the idea that intelligence can be fully taught to a machine.
Nvidia has unveiled a new artificial intelligence platform that it says could significantly advance the way self driving cars make decisions, pushing the company deeper into what it calls physical AI.
Speaking on stage at the CES technology conference in Las Vegas, Jensen Huang, Nvidia’s chief executive, introduced Alpamayo, a system designed to give autonomous vehicles something closer to humanlike reasoning.
“Alpamayo brings reasoning to autonomous vehicles, allowing them to think through rare scenarios, drive safely in complex environments, and explain their driving decisions,” Mr. Huang said.
The announcement signals Nvidia’s ambition to move beyond selling powerful chips and become a foundational platform provider for robotics and autonomous systems.
The company says Alpamayo allows vehicles not only to react to what they see, but to reason about uncertain and unusual situations, a longstanding challenge in autonomous driving.
Mr. Huang also revealed that Nvidia has already begun producing a driverless vehicle built on its technology, the Mercedes-Benz CLA, developed in partnership with the German automaker.
The car is expected to be released in the United States in the coming months, with Europe and Asia to follow.
Dressed in his trademark black leather jacket, Mr. Huang told the audience that working on Alpamayo had taught Nvidia “an enormous amount” about how to help partners build robotic systems that operate safely in the real world.
Unlike earlier generations of self driving software that relied heavily on predefined rules, Alpamayo is trained directly from human driving demonstrations, according to Nvidia.
“It drives so naturally because it learned directly from human demonstrators,” Mr. Huang said. “But in every single scenario… it tells you what it’s going to do, and it reasons about what it’s about to do.”
A video shown during the presentation depicted an AI powered Mercedes-Benz navigating the streets of San Francisco while a passenger sat behind the wheel with their hands resting in their lap.
Industry analysts said the announcement underscored Nvidia’s growing influence across the AI stack, from hardware to software to full systems.
“NVIDIA’s pivot toward AI at scale and AI systems as differentiators will help keep it way ahead of rivals,” said Paolo Pescatore, an analyst at PP Foresight, who attended the event in Las Vegas.
“Alpamayo represents a profound shift for NVIDIA, moving from being primarily a compute to a platform provider for physical AI ecosystems.”
Shares of Nvidia rose slightly in after hours trading following the presentation.
Nvidia said Alpamayo is being released as an open source AI model, with its underlying code available on the machine learning platform Hugging Face. Autonomous vehicle researchers and companies will be able to access the model for free and retrain it for their own use cases.
“Our vision is that someday, every single car, every single truck, will be autonomous,” Mr. Huang said.
The move places Nvidia more directly in competition with companies like Tesla, which has built its own driver assistance and self driving software, known as Autopilot.
“Well that’s just exactly what Tesla is doing,” Elon Musk wrote on social media after Nvidia’s announcement. “What they will find is that it’s easy to get to 99% and then super hard to solve the long tail of the distribution.”
Like Tesla, Nvidia has also said it plans to launch a robotaxi service by next year, though the company has declined to name its partner or specify where the service would operate.
The announcements come at a moment when Nvidia sits at the center of the global AI boom. The company is the world’s most valuable publicly traded firm, with a market capitalization of more than $4.5 trillion.
It briefly became the first company to reach $5 trillion in October, before its valuation slipped amid investor concerns that demand for AI could cool.
Nvidia also disclosed that its next generation Rubin AI chips are now being manufactured and are expected to be released later this year.
The chips are designed to deliver higher performance while consuming less energy than the company’s current lineup, a development that could lower the cost of building and deploying advanced AI systems.
Together, the launch of Alpamayo and the rollout of new hardware signal Nvidia’s determination to extend its dominance beyond data centers and into the physical world, where AI systems must make decisions that can carry real and immediate consequences.
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