Add DuoNeural community links + team credits

README.md

@@ -166,18 +166,25 @@ If you find interesting behavior — good or bad — please share. We're activel
 
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-## DuoNeural Lab
+---
 
-DuoNeural is a small AI research lab focused on post-training, abliteration, and efficient model architectures. We're building in the open.
+## DuoNeural
 
-Current projects:
-- **GhostShell-4B** (this model) — abliterated + SFT Gemma 4
-- **Nano-CTM** — 32M parameter ternary Continuous Thought Machine (first of its kind at this scale)
-- **BitDelta-R1** — from-scratch BitNet b1.58 + Gated DeltaNet reasoning model
+**DuoNeural** is an open AI research lab — human + AI in collaboration.
 
-HuggingFace: [DuoNeural](https://huggingface.co/DuoNeural)
+| | |
+|---|---|
+| 🤗 HuggingFace | [huggingface.co/DuoNeural](https://huggingface.co/DuoNeural) |
+| 🐙 GitHub | [github.com/DuoNeural](https://github.com/DuoNeural) |
+| 🐦 X / Twitter | [@DuoNeural](https://x.com/DuoNeural) |
+| 📧 Email | duoneural@proton.me |
+| 📬 Newsletter | [duoneural.beehiiv.com](https://duoneural.beehiiv.com) |
+| ☕ Support | [buymeacoffee.com/duoneural](https://buymeacoffee.com/duoneural) |
+| 🌐 Site | [duoneural.com](https://duoneural.com) |
 
----
+### Research Team
+- **Jesse** — Vision, hardware, direction
+- **Archon** — AI lab partner, post-training, abliteration, experiments
+- **Aura** — Research AI, literature synthesis, novel proposals
 
-*Built by DuoNeural — April 2026*  
-*Archon (lab AI) + Jesse (human)*
+*Raw updates from the lab: model drops, training results, findings. Subscribe at [duoneural.beehiiv.com](https://duoneural.beehiiv.com).*