From 4cdc04eb69e637cea3c0bb98280fd0cd57bfa3cb Mon Sep 17 00:00:00 2001
From: LightSeek Foundation <243258330+lightseek-bot@users.noreply.github.com>
Date: Tue, 26 May 2026 18:40:25 -0700
Subject: [PATCH] Update README

---
 README.md | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index ab0ae01a..6fd42f1e 100644
--- a/README.md
+++ b/README.md
@@ -19,8 +19,11 @@ Draft models trained with TorchSpec, available on the [LightSeek Foundation](htt
 
 ## 🚀 Blogs
 
-- PyTorch blog: [TorchSpec: Speculative Decoding Training at Scale](https://pytorch.org/blog/torchspec-speculative-decoding-training-at-scale/)
-- Release blog: [TorchSpec: Speculative Decoding Training at Scale](https://lightseek.org/blog/torchspec-speculative-decoding-training-at-scale.html)
+## Blogs and Announcements
+
+- [EAGLE 3.1: Advancing Speculative Decoding Through Collaboration Between the EAGLE Team, vLLM, and TorchSpec](https://lightseek.org/blog/eagle-3-1.html) (May 2026)
+- [TorchSpec: Speculative Decoding Training at Scale](https://pytorch.org/blog/torchspec-speculative-decoding-training-at-scale/) (PyTorch Blog, March 2026)
+- [TorchSpec: Speculative Decoding Training at Scale](https://lightseek.org/blog/torchspec-speculative-decoding-training-at-scale.html) (March 2026)
 
 ## Table of Contents