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README.md

@@ -170,6 +170,7 @@ Nemotron-3-Nano-30B-A3B (3B-active MoE) · Modal A100-80GB + SGLang v0.5.12
 
 ## Try it
 
+- **Demo video (X):** https://x.com/islandsofmoons/status/2066669685668811071
 - **Live app:** https://build-small-hackathon-matchday.hf.space
 - **Space:** https://huggingface.co/spaces/build-small-hackathon/matchday
 - **Field Notes (architecture story):** `matchday/FIELD_NOTES.md`
@@ -191,7 +192,7 @@ clean valid trip from the correction/refusal demos):
 | 🎨 **Off-Brand** | Bespoke Layla-style UI on `gradio.Server` — custom HTML/CSS/JS, photo cards, Leaflet map, provenance pills. Not stock Gradio. |
 | 🟢 **NVIDIA Nemotron Quest** | Nemotron-3-Nano-30B is the Brain; SGLang tool-calling verified live; reasoning mode wired. |
 | 🟣 **Modal** | A100 inference runtime, documented above (`matchday/modal_spike.py`). |
-| 🎬 **Best Demo** | App + demo script (`matchday/DEMO_VIDEO_SCRIPT.md`) + social post (`matchday/SOCIAL_POST.md`). |
+| 🎬 **Best Demo** | App + live demo video / social post ([X](https://x.com/islandsofmoons/status/2066669685668811071)) + demo script (`matchday/DEMO_VIDEO_SCRIPT.md`). |
 | 🏆 **Bonus Quest Champion** | Nemotron + Modal + Gradio + agent + custom UI, all in one focused app. |
 | 🗳️ **Judges' Wildcard** | A genuinely useful, honest, small-model trip planner that corrects its user. |
 
@@ -206,7 +207,7 @@ clean valid trip from the correction/refusal demos):
 Sponsor tools used: **NVIDIA Nemotron-3-Nano-30B** (the Brain) + **Modal A100**
 (the runtime) + **Gradio `gradio.Server`** (the Off-Brand UI).
 
-## Social
+## Social & demo
 
-**Post:** _<paste your social post URL here, then redeploy>_ — a ready-to-post
-draft is in `matchday/SOCIAL_POST.md`.
+- **Demo video / social post (X):** https://x.com/islandsofmoons/status/2066669685668811071
+- A ready-to-post draft is in `matchday/SOCIAL_POST.md`.