# Run large language models on local hardware like BitTorrent

A new method enables users to run large language models on their own computers by distributing computation in a peer-to-peer network similar to BitTorrent. This approach reduces reliance on centralized cloud services and lowers costs for individuals. It matters because it democratizes access to powerful AI models while preserving privacy and control.

**Importance:** 3/5

## Sources

### Technology
- [Hacker News](https://petals.dev/) — Thu, 23 Jul 2026 01:33:12 +0000