# USV: Hardware deployment is a data flywheel

- Source: Union Square Ventures · X
- Published: 2026-10-15T14:11:03.000Z
- RoboHot: https://robohot.news/en/items/ug3j7udo5abasg124on097mvg
- Original: https://x.com/usv/status/2110735208290963723

## Summary

Hardware deployment is a data loop.

More hardware means more real-world data and faster learning, making each subsequent deployment faster and cheaper, and earning you the right to deploy more.

We have made bets across this entire chain. If you are collecting data at the edge, we should talk.
