diff --git a/collections/tech/architecture/architecture.md b/collections/tech/architecture/architecture.md
index 84e80b4..c3e7708 100644
--- a/collections/tech/architecture/architecture.md
+++ b/collections/tech/architecture/architecture.md
@@ -5,7 +5,7 @@
 
 ### TF Nodes (or 3Nodes)
 
-The network of nodes which make up the cloud, each node provides compute, storage and network capacity.
+The network of nodes which make up the cloud. Each node provides compute, storage and network capacity.
 
 ### TF Routers
 
@@ -17,7 +17,7 @@ These TF Routers are not only compatible with Wi-Fi but also with 4G and 5G netw
 
 ### Web3 & Decentralized AI Compatibility
 
-The TFGrid is the ideal platform for hosting any Web3 and AI workloads. Our Zero-OS operating system already supports integrated GPUs, ensuring optimal performance for decentralized AI applications.
+The TFGrid is the ideal platform for hosting any web3 and AI workloads. Our Zero-OS operating system already supports integrated GPUs, ensuring optimal performance for decentralized AI applications.
 
 
 > Any workload (web2/3 and AI) can run on TFGrid.
\ No newline at end of file