diff --git a/index.rst b/index.rst
index d9a13568615..cb7794d05a9 100644
--- a/index.rst
+++ b/index.rst
@@ -4,9 +4,9 @@ Welcome to PyTorch Tutorials
 **What's new in PyTorch tutorials?**
 
 * `Utilizing Torch Function modes with torch.compile <https://pytorch.org/tutorials/recipes/torch_compile_torch_function_modes.html>`__
-* `Context Parallel Tutorial <https://pytorch.org/tutorials/prototype/context_parallel.html>`__
+* `Context Parallel Tutorial <https://pytorch.org/tutorials/unstable/context_parallel.html>`__
 * `(beta) Explicit horizontal fusion with foreach_map and torch.compile <https://pytorch.org/tutorials/recipes/foreach_map.html>`__
-* Updated `Inductor Windows CPU Tutorial <https://pytorch.org/tutorials/prototype/inductor_windows.html>`__
+* Updated `Inductor Windows CPU Tutorial <https://pytorch.org/tutorials/unstable/inductor_windows.html>`__
 
 .. raw:: html
 
@@ -24,7 +24,7 @@ Welcome to PyTorch Tutorials
 .. customcalloutitem::
    :description: Bite-size, ready-to-deploy PyTorch code examples.
    :header: PyTorch Recipes
-   :button_link: recipes/recipes_index.html
+   :button_link: recipes_index.html
    :button_text: Explore Recipes
 
 .. End of callout item section
diff --git a/recipes_source/README.txt b/recipes_source/README.txt
index f6e4a5ca91a..bbc30dc3a6d 100644
--- a/recipes_source/README.txt
+++ b/recipes_source/README.txt
@@ -2,6 +2,6 @@ Recipes
 ------------------
 1. recipes/* and recipes_index.rst
 	   PyTorch Recipes
-	   https://pytorch.org/tutorials/recipes/recipes_index.html
+	   https://pytorch.org/tutorials/recipes_index.html