diff --git a/README.md b/README.md
index 5d881baf..67e6d300 100644
--- a/README.md
+++ b/README.md
@@ -59,6 +59,7 @@ CUTLASS 3.1 is an update to CUTLASS adding:
 - [Batched B2B GEMM](examples/13_two_tensor_op_fusion) now can run multiple Back-to-Back GEMM with the same problem size in parallel.
 - [Batched Strided GEMV](test/unit/gemm/device/gemv.cu) support both row major and column major input matrix.
 - [Permute + GEMM fusion](examples/39_gemm_permute) can fuse Permute with following GEMM now.  Before, we only support fusing GEMM with Permute in the epilogue.
+- [Row Broadcast](include/cutlass/epilogue/threadblock/predicated_tile_iterator_row_broadcast.h) can be fused in the epilogue.
 
 - *Announcement*:
   - The GitHub branch is renamed from `master` to `main` in this release.