Nvidia GTC 2026 Preview: Agentic-Optimized CPUs, CPU-Only Rack, and New AI Hardware Expected

Nvidia's 2026 GTC conference kicks off on March 16, where the company is widely expected to announce agentic-AI-optimized CPUs, a dedicated CPU-only server rack, and additional hardware tailored for inference and orchestration workloads that go beyond pure GPU compute. The announcements mark a strategic shift as the demand for agentic AI creates new requirements around high-throughput CPU processing, not just GPU parallelism. Jensen Huang's keynote is expected to outline Nvidia's expanded platform vision beyond GPUs into full-stack AI infrastructure.

Key Takeaways

• GTC 2026 keynote by Jensen Huang scheduled for March 16 in San Jose
• Expected announcements include agentic-optimized CPUs and a CPU-only rack product — a departure from Nvidia's GPU-first identity
• Preview reported by CNBC citing company sources; Nvidia has not pre-disclosed specific SKU names or pricing

Original source: CNBC