diff --git a/README.md b/README.md
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@@ -459,6 +459,7 @@ python3 download_pdfs.py # The code is generated by Doubao AI
 |2025.06|🔥[**STAND**] Accelerated Test-Time Scaling with Model-Free Speculative Sampling(@KAIST & Amazon etc) | [[pdf]](https://arxiv.org/abs/2506.04708) | ⚠️ |⭐️⭐️ |
 |2026.03|🔥🔥[**MineDraft**] MineDraft: A Framework for Batch Parallel Speculative Decoding(@NUS & MIT)|[[pdf]](https://arxiv.org/pdf/2603.18016)|[[MineDraft]](https://github.com/electron-shaders/MineDraft) ![](https://img.shields.io/github/stars/electron-shaders/MineDraft.svg?style=social)|⭐️⭐️ |
 |2026.04|🔥🔥[**DIVERSED**] DIVERSED: Relaxed Speculative Decoding via Dynamic Ensemble Verification(@Purdue & Amazon etc) | [[pdf]](https://arxiv.org/abs/2604.07622) | [[diversed]](https://github.com/comeusr/diversed) ![](https://img.shields.io/github/stars/comeusr/diversed.svg?style=social) | ⭐️⭐️ |
+|2026.07|🔥[**Width vs. Depth**] Width vs. depth: speculating on the margin(@Doubleword) | [[blog]](https://blog.doubleword.ai/speculating-on-the-margin) | ⚠️ |⭐️⭐️ |
 
 ### 📖Structured Prune/KD/Weight Sparse ([©️back👆🏻](#paperlist))
 <div id="Structured_Pruning_KD_Weight_Sparse"></div>