# AI Infrastructure Can Keep Earning Across Hardware Generations by Ian Buck
> "NVIDIA accelerated computing delivers value across generations. CoreWeave's NVIDIA V100 GPUs are still running customer workloads nearly a decade after Volta launched, even as CoreWeave brings Vera Rubin NVL72 into production. That's the strength of the NVIDIA platform: infrastructure that keeps earning for years, and the flexibility to put the right GPU on the right workload."
> **— Ian Buck**, *From Training to Production, NVIDIA and CoreWeave Close the Loop on Agentic AI, September 30, 2026*
## Sources and Context
- **Direct publication:** [From Training to Production, NVIDIA and CoreWeave Close the Loop on Agentic AI](https://blogs.nvidia.com/blog/coreweave-agentic-ai-vera-rubin/) — published September 30, 2026.
- **Exact published statement:** “NVIDIA accelerated computing delivers value across generations. CoreWeave's NVIDIA V100 GPUs are still running customer workloads nearly a decade after Volta launched, even as CoreWeave brings Vera Rubin NVL72 into production. That's the strength of the NVIDIA platform: infrastructure that keeps earning for years, and the flexibility to put the right GPU on the right workload.”
- **Context and evidence boundary:** Buck described the economic continuity of an AI-factory fleet spanning V100 systems and the new Vera Rubin platform.
- **Weekly source dossier:** [[research/Weekly Reminder Hunt - 2026-10-02|Weekly Reminder Hunt — October 2, 2026]] preserves the selection rationale and the other authoritative statements reviewed in the same production cycle.
## Related Articles and Collections
- **Collection:** [[collections/Simple Reminders|Simple Reminders]]
- **Collection:** [[collections/Machine Succession|Machine Succession]]
- **Article:** [[articles/Vertically Integrating an AI Superpower from AI Factory to Citizen|Vertically Integrating an AI Superpower]]
## Related Topics
- [[wiki/Ian Buck|Ian Buck]]
- [[wiki/AI Price-Performance|AI Price-Performance]]
- [[wiki/Data Center Investment|Data Center Investment]]
- [[wiki/Compute Race|Compute Race]]
## Share on Social Media
```
"NVIDIA accelerated computing delivers value across generations. CoreWeave's NVIDIA V100 GPUs are still running customer workloads nearly a decade after Volta launched, even as CoreWeave brings Vera Rubin NVL72 into production. That's the strength of the NVIDIA platform: infrastructure that keeps earning for years, and the flexibility to put the right GPU on the right workload."
— Ian Buck, From Training to Production, NVIDIA and CoreWeave Close the Loop on Agentic AI, September 30, 2026
https://bryantmcgill.com/simple-reminders-buck-ai-infrastructure-can-keep-earning-across-hardware
```