Nvidia CEO reveals new ‘reasoning’ AI tech for self-driving cars

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The billionaire boss of the chipmaker Nvidia, Jensen Huang, has unveiled new AI technology that he says will help self-driving cars think like humans to navigate more complex situations,The world’s most valuable company is to roll out the new technology, Alpamayo, which is designed to help self-driving cars handle tricky situations such as sudden roadworks or unusual driver behaviour on the road, rather than just reacting to previous patterns,Nvidia claims Alpamayo will bring chain-of-thought reasoning to self-driving vehicles, combining what the car sees with language-like reasoning,In a speech at the annual Consumer Electronics Show in Las Vegas, the Nvidia founder and chief executive said: “The ChatGPT moment for physical AI is here, when machines begin to understand, reason and act in the real world,Robotaxis are among the first to benefit.

“Alpamayo brings reasoning to autonomous vehicles, allowing them to think through rare scenarios, drive safely in complex environments and explain their driving decision.It’s the foundation for safe, scalable autonomy.”Nvidia has started producing a driverless car powered by its technology, the Mercedes-Benz CLA, in partnership with the German carmaker.It will be launched in the US in the coming months, followed by Europe and Asia.Huang showed a video of the car driving through San Francisco with a passenger sitting behind the steering wheel, their hands in their lap.

“It drives so naturally because it learned directly from human demonstrators,” 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.”Huang also said the company’s next generation of chips was in full production, and they could deliver five times the computing power of the company’s previous products when serving up chatbots and other AI apps.He revealed new details about the chips, which will arrive later this year as Nvidia faces increasing competition from rivals as well as its own customers.The Vera Rubin platform, made up of six separate Nvidia chips, is expected to debut later this year.The flagship server will contain 72 of the company’s graphics units and 36 of its new central processors.

Huang showed how they could be strung together into “pods” with more than 1,000 Rubin chips and said they could improve the efficiency of generating what are known as “tokens” – the fundamental unit of AI systems – by 10 times.To get the new performance results, Huang said the Rubin chips used a proprietary kind of data that the company hopes the wider industry will adopt.While Nvidia still dominates the market for training AI models, it faces far more competition – from traditional rivals such as Advanced Micro Devices as well as customers such as Alphabet’s Google – in delivering the fruits of those products to hundreds of millions of users of chatbots and other technologies.
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‘I wanted that Raiders of the Lost Ark excitement – you could die any minute’: how we made hit video game Prince of Persia

Programming was very open back in the 1980s. You had to teach yourself, either from magazines, or by swapping tips. When you wrote a video game, you submitted it on a floppy disk to a publisher, like a book manuscript. In my freshman year at Yale university, I sent Deathbounce, an Asteroids-esque game for the Apple II computer, to Broderbund, my favourite games company. They rejected it, but took my next effort, Karateka, a side-scrolling beat-’em-up

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The Guide #224: Bondage Bronte, to more comeback tours – what will be 2026’s big cultural hitters ?

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My cultural awakening: I May Destroy You helped me confront being spiked

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From Song Sung Blue to Theatre Picasso: your complete entertainment guide to the week ahead

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Forget Keanu: Ulster Scots translation of Beckett classic takes on spate of celebrity Godots

Beneath a stark steel tree in a bleak upland bog, a literary masterpiece is set to assume a different linguistic mantle.Samuel Beckett’s enigmatic tragicomedy Waiting for Godot will make its world premiere in Ulster Scots, a moment described as a “coming of age” for the minority language, and the antithesis of the trend for celebrity Godots.On Good Friday, after an uphill trek of about 3km, the audience will arrive at a spot in the vast volcanic Antrim Plateau in Northern Ireland, if not footsore then certainly empathic to the physical discomfort of Estragon struggling to remove his ill-fitting boots.The “existential landscape of heath, moss and bog” in County Antrim lends itself to a script “peppered with exterior references”, said Seán Doran, of festival organiser Arts over Borders, which is staging the production as part of a major new arts festival, the Samuel Beckett Biennale.But while there have been previous outdoor productions, it will be the “forceful pronunciation and sound” of delivering it in Ulster Scots, or Ullans, for the first time and in a region where the language is spoken, that will “bring a whole new total register” and change the whole performative aspect of the play, said Doran