Nvidia GTC 2026 Preview: Agentic-Optimized CPUs and CPU-Only Rack Announced

Nvidia is unveiling new hardware at its GTC 2026 conference starting March 16. CEO Jensen Huang will announce agentic-optimized CPUs designed for autonomous AI agents, a new CPU-only compute rack, and additional AI infrastructure products. These releases target the growing market for agentic AI systems, reflecting a shift from traditional GPU-centric workloads toward agent-based computing.

Key Takeaways

• Nvidia unveiling agentic-optimized CPU architecture at GTC 2026 (March 16+) alongside new CPU-only compute rack
• Product announcement addresses market pivot: agents operating autonomously over extended tasks vs. traditional stateless inference
• Major cloud providers (Google, Meta, Amazon) expected to adopt new hardware for agentic workload scaling

Original source: CNBC