# GPU demand will keep outpacing supply; Akash is the only on-demand source

- **Speaker:** Greg Osuri
- **Attribution:** attributed
- **Said:** 2024-10-01
- **Theme:** GPU Economics — https://www.gregosuri.com/predictions/gpu-economics/
- **Source:** Leveraging Incentives to Build with Your Community \| Open AGI Summit \| Brussels 2024 (Open AGI)
- **Watch at:** 00:01:33 — https://www.youtube.com/watch?v=QD0dxndS3m4&t=93s
- **Canonical:** https://www.gregosuri.com/predictions/gpu-economics/2024-10-01-gpu-demand-will-keep-outpacing-supply-akash-is-the-v2wg/
- **Cite as:** Greg Osuri, "GPU demand will keep outpacing supply; Akash is the only on-demand source," Leveraging Incentives to Build with Your Community \| Open AGI Summit \| Brussels 2024 (Open AGI), 1 Oct 2024, 00:01:33. https://www.youtube.com/watch?v=QD0dxndS3m4&t=93s

## Quote — verbatim

> GPUs is the bread and butter for Akash now, considering the demand for GPUs is just increasing without the supply chain improving, and Akash is now the only place to get on-demand high-density GPUs anywhere on the cloud — and that doesn't seem to be changing anytime soon.

## Context — site annotation, not spoken

Panel introduction; both a market forecast (persistent GPU scarcity) and a competitive claim about Akash's positioning as of late 2024.