> For the complete documentation index, see [llms.txt](https://docs.gridium.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.gridium.ai/readme/3.-gridium-+-smoot-fusion-of-research-and-infrastructure/3.3-entropy-and-efficiency.md).

# 3.3 Entropy and Efficiency

Entropy is not just a physical concept; it applies to computation. Gridium minimizes entropy in distributed AI networks, meaning:

* Fewer wasted cycles,
* Higher convergence rates,
* More resilient coordination.