# Centralize the self, Distribute the data


Pure decentralization often introduces unnecessary friction, high latency, and UX overhead. A federated approach provides sovereign control over identity while leveraging a distributed mesh for execution and data storage.

### The Trilemma of "Pure" P2P

Pure decentralization sounds great on paper, but in practice, forcing every single mutation through global consensus introduces massive overhead. You get high latency, unpredictable execution costs, and a user experience plagued by friction. Most everyday state changes don't require global validation—they only require local authority.

### The Namespace as a Canonical Anchor

To keep a network coherent without relying on a centralized server, you need a deterministic single source of truth. In **neurons.me**, the namespace acts as that canonical anchor. By using `me://` paths as state threads, the system maintains a strict causal sequence. The execution layer remains fully distributed across monads and netgets, while the namespace provides the deterministic structure needed to prevent state collisions.

[neurons.me Docs](https://neurons-me.github.io/)

### Centralize the Self, Distribute the Data

Sovereignty isn't about decentralizing every single bit of logic; it's about owning the origin of your state. By centralizing the self—your identity, key management, and local ledger—you retain absolute control over your context. Meanwhile, data distribution, routing, and heavy compute are handled dynamically by the mesh network. You get the speed of a local database paired with the trustless nature of a federated network.