Update YouTube video link and align repository state

README.md

@@ -24,7 +24,7 @@ Built for the [Meta × PyTorch OpenEnv Hackathon — April 2026](https://pytorch
 |:---|:---|
 | 🌐 **Live Environment (HF Space)** | [huggingface.co/spaces/YOUR_USERNAME/er-map-triage](https://huggingface.co/spaces/YOUR_USERNAME/er-map-triage) |
 | 📝 **Engineering Deep Dive (Blog)** | [`blog.md`](./blog.md) |
-| 🎬 **Demo Video** | [YouTube](https://www.youtube.com/watch?v=YOUR_VIDEO_ID) |
+| 🎬 **Demo Video** | [YouTube](https://www.youtube.com/watch?v=hL7n5TU7Bm4) |
 | 📓 **Training Notebook** | [Kaggle / Colab](YOUR_NOTEBOOK_LINK) |
 | 📊 **Baseline Evaluation** | [`baseline_eval/`](./baseline_eval/) |
 

blog.md

@@ -8,7 +8,7 @@ We aren't just introducing agentic reinforcement learning for medical data. We a
 
 Big talks, right? Let's go to the demo video!
 
-[![Watch the Demo Video](https://img.youtube.com/vi/YOUR_VIDEO_ID/maxresdefault.jpg)](https://www.youtube.com/watch?v=YOUR_VIDEO_ID)
+[![Watch the Demo Video](https://img.youtube.com/vi/hL7n5TU7Bm4/maxresdefault.jpg)](https://www.youtube.com/watch?v=hL7n5TU7Bm4)
 
 *(Yes, the video was a bit long , but it would have definitely helped you grasp the technical depth and chaos of the simulation in action.)*