diff --git a/docs/source-fabric/advanced/compile.rst b/docs/source-fabric/advanced/compile.rst
index cc8fe39c683d4..bbcfc5240c159 100644
--- a/docs/source-fabric/advanced/compile.rst
+++ b/docs/source-fabric/advanced/compile.rst
@@ -417,7 +417,7 @@ Additional Resources
 
 Here are a few resources for further reading after you complete this tutorial:
 
-- `PyTorch 2.0 Paper <https://pytorch.org/blog/pytorch-2-paper-tutorial/>`_
+- `PyTorch 2.0 Paper <https://pytorch.org/get-started/pytorch-2-x/>`_
 - `GenAI with PyTorch 2.0 blog post series <https://pytorch.org/blog/accelerating-generative-ai-4/>`_
 - `Training Production AI Models with PyTorch 2.0 <https://pytorch.org/blog/training-production-ai-models/>`_
 - `Empowering Models with Performance: The Art of Generalized Model Transformation Approach <https://pytorch.org/blog/empowering-models-performance/>`_
diff --git a/docs/source-pytorch/advanced/compile.rst b/docs/source-pytorch/advanced/compile.rst
index dba611c79a475..ac557362cf611 100644
--- a/docs/source-pytorch/advanced/compile.rst
+++ b/docs/source-pytorch/advanced/compile.rst
@@ -396,7 +396,7 @@ Additional Resources
 
 Here are a few resources for further reading after you complete this tutorial:
 
-- `PyTorch 2.0 Paper <https://pytorch.org/blog/pytorch-2-paper-tutorial/>`_
+- `PyTorch 2.0 Paper <https://pytorch.org/get-started/pytorch-2-x/>`_
 - `GenAI with PyTorch 2.0 blog post series <https://pytorch.org/blog/accelerating-generative-ai-4/>`_
 - `Training Production AI Models with PyTorch 2.0 <https://pytorch.org/blog/training-production-ai-models/>`_
 - `Empowering Models with Performance: The Art of Generalized Model Transformation Approach <https://pytorch.org/blog/empowering-models-performance/>`_