feat: AI safety research positioning

README.md

@@ -16,9 +16,11 @@ base_model: zenlm/zen-next-80b-instruct
 
 # Zen Multilingual
 
-> **Parameters**: 32B | **Architecture**: Zen 4 Architecture | **Context**: 128K | **License**: Apache 2.0 | **Released**: 2024-12-01
+> **Parameters**: 32B | **Architecture**: Zen 3 Architecture | **Context**: 128K | **License**: Apache 2.0 | **Released**: 2024-12-01
 
-Multilingual text generation: English, Chinese, Japanese, Korean, Arabic, Spanish, French, German, Portuguese, Russian.
+Multilingual generation across 30+ languages: English, Chinese, Japanese, Korean, Arabic, Spanish, French, German, Portuguese, Russian, and more.
+
+Strong at cross-lingual reasoning, code-switching, and multilingual instruction following.
 
 Base weights: [zenlm/zen-next-80b-instruct](https://huggingface.co/zenlm/zen-next-80b-instruct)
 
@@ -36,11 +38,8 @@ print(tokenizer.decode(output[0][inputs.input_ids.shape[-1]:], skip_special_toke
 ---
 ## The Zen LM Family
 
-Joint research collaboration:
-- **Hanzo AI** (Techstars '17) — AI infrastructure, API gateway, inference optimization
-- **Zoo Labs Foundation** (501c3) — Open AI research, ZIPs governance, decentralized training
-- **Lux Partners Limited** — Compute coordination and settlement layer
+Joint research between **Hanzo AI** (Techstars '17), **Zoo Labs Foundation** (501c3), and **Lux Partners Limited**.
 
 All weights Apache 2.0. Download, run locally, fine-tune, deploy commercially.
 
-[HuggingFace](https://huggingface.co/zenlm) · [Chat free](https://hanzo.chat) · [API](https://api.hanzo.ai) · [Docs](https://zenlm.org)
+[HuggingFace](https://huggingface.co/zenlm) · [Chat](https://hanzo.chat) · [API](https://api.hanzo.ai) · [Docs](https://zenlm.org)