Agents that work for days. Chips that make it cheap.
Nvidia's biggest conference set the direction for the next two years of AI. Strip away the hardware and the message is simple: autonomous agents are going mainstream.
By the Xuru Technologies team · 21 March 2026
Key takeaways
- Nvidia's Vera Rubin platform combines seven chips into one system for large-scale AI.
- Nvidia highlighted long-running agents it called "claws", including OpenClaw, and launched NemoClaw with guardrails and privacy routing.
- Jensen Huang said he expects at least $1 trillion in revenue across 2025 to 2027.
When the company selling most of the world's AI chips says agents are next, the software you use every day will follow.
What happened
TechRepublic's recap listed five big takeaways, from Vera Rubin to physical AI partnerships with carmakers and surgical robotics. Nvidia's own GTC news hub collected the announcements.
What it means for businesses
- Agents with guardrails. Vendors are building safety and privacy in, making business use easier.
- AI costs keep falling. More capacity makes AI features affordable for small firms.
- Local AI grows. Powerful desktop systems let sensitive data stay in-house.
What to plan this year
| Horizon | Plan |
|---|---|
| Now | AI assistant on your website and inbox triage. |
| Next 6 months | Agents for multi-step tasks like quotes and scheduling. |
| Within a year | Connected workflows across website, CRM and finance. |
| Always | Permissions, logs and human approval. |
Frequently asked questions
What is Nvidia Vera Rubin?Nvidia's next AI computing platform after Blackwell, combining multiple chips into an integrated system for training and running AI.
Nvidia's next AI computing platform after Blackwell, combining multiple chips into an integrated system for training and running AI.
What did Nvidia mean by "claws"?Long-running autonomous AI agents that can plan and carry out tasks over days, such as those built on OpenClaw.
Long-running autonomous AI agents that can plan and carry out tasks over days, such as those built on OpenClaw.
Does GTC matter for small businesses?Indirectly. It shapes the cost and capability of the AI tools small businesses use, which are getting cheaper and more capable.
Indirectly. It shapes the cost and capability of the AI tools small businesses use, which are getting cheaper and more capable.
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