Key Points:
- Nvidia kicks off its massive GTC 2026 event today in San Jose with a keynote from CEO Jensen Huang.
- The tech giant might reveal how it plans to integrate Groq’s super-fast inferencing technology into its own products.
- Rumors suggest Nvidia will finally announce its new Arm-based N1 and N1X laptop processors for Windows computers.
- Huang is expected to launch NemoClaw, a brand new software platform designed specifically for deploying AI agents.
The technology world is watching San Jose today. Nvidia officially kicks off GTC 2026, its biggest event of the entire year. The show begins right at 1 p.m. Eastern Time, when CEO Jensen Huang will step onto the stage at the SAP Center. Dressed in his famous black leather jacket, Huang plans to give developers, financial analysts, and the press a deep look at exactly what the artificial intelligence giant is building for the future.
These keynotes usually move fast and feature a massive list of new product launches and software updates. This year promises to deliver the same high energy. Over the past 12 months, Nvidia went on an absolute spending spree, signing deals with numerous chip companies and software firms. Everyone expects Huang to explain how he plans to stitch all these new technologies into Nvidia’s existing empire.
One specific deal stands out from the rest. Last December, Nvidia signed a nonexclusive agreement to use inferencing technology from a chipmaker called Groq. As part of that clever move, Nvidia also hired Groq founder Jonathan Ross, president Sunny Madra, and several other top leaders from the smaller company.
Groq builds specialized chips called language processing units, or LPUs. Engineers designed these chips specifically for inferencing, which simply means running an AI model after it finishes training. Groq boldly claims its processors can run large language models up to 10 times more efficiently than standard graphics processing units (GPUs).
As the artificial intelligence industry shifts its focus from training massive models to running them cheaply for consumers, companies desperately want hardware that is less expensive to operate. Nvidia always defends the efficiency of its own GPUs. However, integrating Groq’s specialized tech, or even revealing a brand new dedicated inference chip, would immediately silence critics who worry that customers might leave Nvidia for cheaper, specialized options.
Moving away from the massive data centers, Nvidia might finally reveal its long-rumored laptop processor. According to leaks published by The Verge, the company is preparing to launch two new chips, the N1 and N1X. These processors will power Windows laptops and run on the ARM architecture, putting them in direct competition with Qualcomm chips.
Nvidia already enjoys massive popularity among gamers because its graphics cards dominate the desktop market. Building a central processing unit (CPU) focused heavily on gaming performance makes perfect sense. Nvidia already powers the Nintendo Switch and Switch 2 consoles, so building chips for personal computers aligns with its history. While these laptop chips will surely excite gamers, they will not match the staggering profits of the AI division. In 2025, Nvidia’s gaming segment generated 22.5 billion dollars in sales, while the data center business pulled in a massive 193.5 billion dollars.
Beyond the hardware surprises, Huang will certainly provide updates on the company’s massive AI roadmap. Expect to hear fresh details about the upcoming Vera Rubin AI platform and the incredibly powerful Vera Ultra, which is scheduled to arrive in the second half of 2027. He might even drop a few hints about the futuristic Feynman GPU planned for 2028.
Finally, Nvidia will likely make a huge splash in the software world. According to a report from Wired, the company plans to debut a brand new platform specifically for AI agents. The service, reportedly named NemoClaw, will allow corporations to deploy smart agents across their internal networks easily. Since autonomous AI agents are the hottest topic in tech right now, launching NemoClaw at GTC 2026 guarantees Nvidia will dominate the news cycle all week.
