# From Power Plants to Solar Panels: The Evolution of Compute

![Centralized vs. Decentralized](images/electricity.png)

## The New Utility Model

Just as the energy grid evolved, the internet is undergoing a similar transformation. Compute is now a fundamental utility, and how we generate it is changing.

- **Centralized Data Centers**: Massive, power-hungry, and centralized facilities that serve as a single source for a large area. They are expensive to build and maintain, and represent a single point of failure.

- **Distributed Compute Nodes = Solar Panels**: Compact, efficient units that generate compute capacity at the edge—right where it's needed. Like solar panels on a roof, they turn underutilized space into a productive asset.

![Electricity and Internet Capacity Compared](images/elect_comp.png)

This shift allows us to offer a safer, greener, and more cost-efficient AI, storage, and computer grid as an alternative to the world's power-hungry and centralized data center model.