From 2fcbfc7cbf2f0feaafd1e4711765ac7e598fa9f4 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Kristian=20Rado=C5=A1?=
 <49220945+BunningsWarehouseOfficial@users.noreply.github.com>
Date: Sat, 24 Jan 2026 03:07:20 +0800
Subject: [PATCH] fix: broken chapter links in README (#1132)

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 1eb054805..ac110abee 100644
--- a/README.md
+++ b/README.md
@@ -62,7 +62,7 @@ It includes the textbook source, TinyTorch, hardware kits, and upcoming co-labs
 
 Choose a path based on your goal.
 
-**READ** Start with the [textbook](https://mlsysbook.ai). Try [Chapter 1](https://www.mlsysbook.ai/contents/core/introduction/introduction.html) and the [Benchmarking chapter](https://mlsysbook.ai/contents/core/benchmarking/benchmarking.html).
+**READ** Start with the [textbook](https://mlsysbook.ai). Try [Chapter 1](https://www.mlsysbook.ai/book/contents/core/introduction/introduction.html) and the [Benchmarking chapter](https://mlsysbook.ai/book/contents/core/benchmarking/benchmarking.html).
 
 **BUILD** Start TinyTorch with the [getting started guide](https://mlsysbook.ai/tinytorch/getting-started.html). Begin with Module 01 and work up from CNNs to transformers and the MLPerf benchmarks.