diff --git a/_news/news-item-1.md b/_news/news-item-1.md
index 2e7d70a5b2c4..8a98a969bb26 100644
--- a/_news/news-item-1.md
+++ b/_news/news-item-1.md
@@ -1,5 +1,5 @@
 ---
 order: 1
-link: https://pytorch.org/blog/pytorch-1.10-released/
-summary: PyTorch 1.10 Release, including CUDA Graphs APIs, TorchScript improvements
+link: https://pytorch.org/blog/introducing-torchrec
+summary: NEW! Introducing TorchRec, a library for modern production recommendation systems
 ---
diff --git a/_news/news-item-2.md b/_news/news-item-2.md
index ba126d047ff7..086f645857ba 100644
--- a/_news/news-item-2.md
+++ b/_news/news-item-2.md
@@ -1,6 +1,5 @@
 ---
 order: 2
-link: https://pytorch.org/blog/pytorch-1.10-new-library-releases
-summary: New Library Releases in PyTorch 1.10, including TorchX, TorchAudio, TorchVision
+link: https://pytorch.org/blog/pytorch-1.10-released/
+summary: PyTorch 1.10 Release, including CUDA Graphs APIs, TorchScript improvements
 ---
-
diff --git a/_news/news-item-3.md b/_news/news-item-3.md
index 11844b2627cb..f4e61a05dbbb 100644
--- a/_news/news-item-3.md
+++ b/_news/news-item-3.md
@@ -1,6 +1,5 @@
 ---
 order: 3
-link: https://github.com/pytorch/pytorch/releases/tag/v1.8.1
-summary: PyTorch 1.8.1 is now available with improvements and bug fixes
+link: https://pytorch.org/blog/pytorch-1.10-new-library-releases
+summary: New Library Releases in PyTorch 1.10, including TorchX, TorchAudio, TorchVision
 ---
-