Every year, Nvidia GTC stands out as one of the most anticipated events in the world of AI and high-performance computing. The conference has become the company’s biggest stage for unveiling new chips, outlining long-term roadmaps, and showing where the next wave of AI innovation is heading.
With GTC 2026 just around the corner, expectations are already running high. Nvidia CEO Jensen Huang will once again take the stage to outline the company’s vision for the future of computing, and if past years are anything to go by, we’re likely to see everything from next-generation AI chips to robotics breakthroughs.
Here’s what to expect from Nvidia’s biggest AI event of the year, and how to watch it live.
Oyinebiladou Omemu
Next-Gen AI Chips and the Rubin Architecture
If there’s one thing Nvidia almost always delivers at GTC, it’s new silicon.
This year, the spotlight is expected to fall on Rubin, Nvidia’s next-generation GPU architecture. Rubin chips reportedly pack up to 288GB of HBM4 memory and massive bandwidth, offering a major performance leap over the current Blackwell generation.
The architecture could deliver up to five times the dense floating-point performance, making it particularly suited for massive AI workloads such as training and inference.
Rubin systems are expected to appear in both HGX platforms and NVL rack systems, which can pack dozens of GPUs into a single AI server. However, with chips this powerful consuming enormous amounts of power, liquid cooling may become increasingly necessary for future data centers.
A New Inference Chip (and Groq Technology)
Training AI models is only half the story. The next phase of the AI boom revolves around inference, running trained models quickly and efficiently.
At GTC, Nvidia is widely expected to reveal a new inference-focused chip that incorporates technology from AI startup Groq, whose intellectual property Nvidia acquired last year.
Groq’s architecture is known for generating tokens extremely quickly, sometimes hundreds or even thousands per second, which makes it ideal for real-time AI applications such as chatbots, code assistants, and AI agents. By combining its GPU ecosystem with Groq’s dataflow architecture, Nvidia could significantly improve both token generation speeds and cost efficiency, making AI inference faster and cheaper.
Agentic AI and the Rise of Always-On Assistants
Another theme likely to dominate GTC 2026 is agentic AI.
Nvidia is expected to highlight OpenClaw, a framework designed to build always-running AI assistants that can interact with files, apps, and workflows locally rather than relying entirely on cloud services.
At the event itself, attendees will even be able to build their own AI assistant, customising its personality and capabilities before deploying it on Nvidia hardware. The company has been pushing the idea that AI agents, systems that autonomously perform tasks on behalf of users, could drive the next wave of AI demand, particularly for inference computing.
Robotics and Physical AI
As usual, we also expect to see some robots sprinkled around the event. Expect Nvidia to showcase new developments around its Isaac robotics platform and GR00T robotics models, which are designed to power humanoid robots and industrial automation systems.
Nvidia’s Omniverse simulation platform will likely play a major role here as well. The technology allows developers to build digital twins of real-world environments where robots can train and simulate tasks before being deployed in the real world.
Will Nvidia Announce Anything for Gamers?
For gamers hoping for a surprise GPU reveal, expectations are a bit lower this year.
Rumours suggest Nvidia may skip major consumer graphics announcements at GTC 2026, focusing instead on enterprise AI infrastructure, datacenter chips, and robotics platforms.
Still, surprises aren’t impossible. Nvidia has reportedly been working on ARM-based processors and integrated GPU systems for PCs, which could eventually find their way into consumer devices. So while gaming hardware may not take centre stage, fans will likely keep their fingers crossed for a surprise announcement.
How to Watch Nvidia GTC 2026
The highlight of the event will be Jensen Huang’s keynote, which typically sets the tone for the entire conference. It kicks off on Monday, March 16 2026 and starts by 11 AM PT. You can stream it on Nvidia's official website.
The full GTC conference runs from March 16–19, featuring hundreds of sessions, developer labs, panels, and product demonstrations.
Damilare Odedina
