diff --git a/README.md b/README.md
index d222de0..d87da76 100644
--- a/README.md
+++ b/README.md
@@ -1,11 +1,11 @@
 
-# Zero Knowledge Verified Inference Network
+# zklayer.ai Network
 
 ## Overview
 This repository contains the LaTeX source code for our whitepaper. This document presents a comprehensive analysis of our plans to build a network solely for verified artificial intelligence inferences and operations.
 
 ## File Structure
-- `zk-vin-whitepaper.tex`: The main LaTeX file that compiles the entire whitepaper.
+- `zklayer-whitepaper.tex`: The main LaTeX file that compiles the entire whitepaper.
 - `figures/`: Directory containing figures and images used in the whitepaper.
 
 ## Prerequisites