diff --git a/docs/pages/index.mdx b/docs/pages/index.mdx
index edbecad5..88ae4360 100644
--- a/docs/pages/index.mdx
+++ b/docs/pages/index.mdx
@@ -93,7 +93,7 @@ To get started with the Nexus zkVM, check out the [SDK Quick Start](zkvm/sdk-qui
The ethos of the Nexus project is a commitment to open and transparent science, engineering, and evaluation.
-For an in-depth look at the science behind the Nexus zkVM and the Nexus Network, see the [Nexus Whitepaper](https://nexus-xyz.github.io/assets/nexus_whitepaper.pdf).
+For an in-depth look at the science behind the Nexus zkVM and the Nexus network, see the [Nexus Whitepaper](https://nexus-xyz.github.io/assets/nexus_whitepaper.pdf).
### Core Components
@@ -118,9 +118,9 @@ The zkVM aims to offer developers out-of-the-box prover performance and security
The Nexus zkVM turns programs into proofs, but the computational work of executing and proving the zkVM must be implemented by a proving architecture.
-The Nexus zkVM design is compatible with a variety of proving architectures, from sequential execution on your laptop all the way up to the [Nexus Network](network.mdx), a globally-distributed proving network under active development.
+The Nexus zkVM design is compatible with a variety of proving architectures, from sequential execution on your laptop all the way up to the [Nexus network](network.mdx), a globally-distributed proving network under active development.
-See the [Nexus Network](network.mdx) overview for more.
+See the [Nexus network](network.mdx) overview for more.
## The Nexus Ethos: Secure, Open Science, Open Source
diff --git a/docs/pages/network.mdx b/docs/pages/network.mdx
index 2af8107f..1a40f1dc 100644
--- a/docs/pages/network.mdx
+++ b/docs/pages/network.mdx
@@ -13,49 +13,17 @@ import { Callout } from 'nextra/components'
-