# The world's workloads are going ML/AI — that's where the Teslas come in

- **Speaker:** Greg Osuri
- **Attribution:** attributed
- **Said:** 2021-04-09
- **Theme:** Local Compute — https://www.gregosuri.com/predictions/local-compute/
- **Source:** Interchain.fm Ep. 15 Akash: Taking on AWS with Decentralized Cloud Computing (Cosmos)
- **Watch at:** 01:00:17 — https://www.youtube.com/watch?v=4xlOVeUXd90&t=3617s
- **Canonical:** https://www.gregosuri.com/predictions/local-compute/2021-04-09-the-world-s-workloads-are-going-ml-ai-that-s-where-g7qt/
- **Cite as:** Greg Osuri, "The world's workloads are going ML/AI — that's where the Teslas come in," Interchain.fm Ep. 15 Akash: Taking on AWS with Decentralized Cloud Computing (Cosmos), 9 Apr 2021, 01:00:17. https://www.youtube.com/watch?v=4xlOVeUXd90&t=3617s

## Quote — verbatim

> If you look at where the world is going, it's mostly in a... machine learning, A\[I\] style... that's where a lot of the data is getting processed and that's really where we want to see a lot of innovation happening. That's where the Tesla comes into play, because it's just message passing from one GPU cluster to another.

## Context — site annotation, not spoken

Asked whether Tesla-style garage compute will replace big data centers; Greg says no — sensitive workloads (healthcare, financial) still need physically secured data centers, but ML-style GPU jobs suit distributed consumer hardware.