In this episode of the Moor Insights & Strategy DataCenter Podcast, Matt Kimball and Paul Smith-Goodson examine how AI is reshaping data center infrastructure—from the possibility of putting advanced AI systems in space to the increasingly important role CPUs will play in enterprise AI and agentic workloads.
They discuss AMD’s sixth-generation EPYC “Venice” processor, NVIDIA Vera, CPU architecture for agentic AI, memory and core connectivity, and why the traditional x86-versus-Arm debate is becoming less useful. The conversation also explores heterogeneous computing, infrastructure flexibility and the practical considerations enterprises will face as AI agents proliferate.
Key Topics Covered:
- Why space-based data centers could offer a potential containment model for future superintelligent AI systems
- The operational trade-offs between Earth, low Earth orbit, higher orbits and Lagrange points for AI infrastructure
- How AMD used its Advancing AI event to reassert the importance of EPYC CPUs within the AI computing stack
- How sixth-generation AMD EPYC “Venice” compares with NVIDIA Vera on performance, efficiency and memory throughput
- Why agentic AI places new demands on CPU core connectivity, memory bandwidth and orchestration
- Why enterprises may need to evaluate CPUs around fleets of agents and sub-agents rather than single-agent latency
- Why Matt Kimball argues the x86-versus-Arm debate no longer reflects how enterprises should evaluate AI infrastructure
- The distinction between vertical integration and genuinely heterogeneous computing across multiple silicon vendors
- Why real-world workload performance will matter more than vendor benchmarks when enterprises choose AI infrastructure
- How lower-power, air-cooled inference accelerators could make enterprise AI easier to deploy within existing data center environments
Watch the full episode:
Disclaimer: This show is for information and entertainment purposes only. While we will discuss publicly traded companies on this show, its contents should not be taken as investment advice.

