Visual Guide to Reasoning LLMs + The Illustrated DeepSeek-R1 (#36)

README.md

@@ -88,8 +88,8 @@ We continue to create more guides that compliment the book and go more in-depth
 | [A Visual Guide to Mamba](https://newsletter.maartengrootendorst.com/p/a-visual-guide-to-mamba-and-state)             |  [A Visual Guide to Quantization](https://newsletter.maartengrootendorst.com/p/a-visual-guide-to-quantization) | [The Illustrated Stable Diffusion](https://jalammar.github.io/illustrated-stable-diffusion/) |
 :-------------------------:|:-------------------------:|:-------------------------:
 ![](images/mamba.png)  |  ![](images/quant.png) |  ![](images/diffusion.png)
-**[A Visual Guide to Mixture of Experts](https://newsletter.maartengrootendorst.com/p/a-visual-guide-to-mixture-of-experts)**  |   |  
-![](images/moe.png)  |   |  
+**[A Visual Guide to Mixture of Experts](https://newsletter.maartengrootendorst.com/p/a-visual-guide-to-mixture-of-experts)**  | **[A Visual Guide to Reasoning LLMs](https://newsletter.maartengrootendorst.com/p/a-visual-guide-to-reasoning-llms)**  |  **[The Illustrated DeepSeek-R1](https://newsletter.languagemodels.co/p/the-illustrated-deepseek-r1)**
+![](images/moe.png)  |  ![](images/reasoning.png) |  ![](images/deepseek.png)
 
 For more information on these visual/illustrated guides, check out the [bonus](bonus/) folder.