Update README.md

README.md

@@ -1,87 +1,14 @@
-
-**Elixir**
-
-## 🏷️ Tagline (visible sous le nom)  
-**Sovereign AI for PDF intelligence – Multimodal, local, efficient.**
-
----
-
-## 📝 Description (Organization Card)
-
-**What is Elixir?**  
-Elixir builds **sovereign multimodal AI models** to extract, structure, and activate data from complex PDF documents — **locally**, with **no external dependencies**, and with **full control over your data**.
-
-We focus on **regulatory and sensitive use cases**, especially in finance, legal, and public sector — starting with recurring documents such as **KIDs**, **financial reports**, or **technical annexes**.
-
----
-
-### ⚙️ Our Models – Small, Specialized, Sovereign
-
-We develop and fine-tune our own compact LLMs and VLMs, tailored to the needs of regulated organizations.  
-These models, collectively named **SAGE models** (Sovereign AI for Governance & Extraction), are:
-
-- Efficient enough to run on a **standard CPU or Apple chip**  
-- Specialized for **real-world document structures**  
-- Fine-tuned on **in-house datasets** we build ourselves (see: **Elixir Corpus**)
-
-We offer a selection of these models for **open use and testing** directly via Hugging Face Spaces.
+<p align="center">
+  <img src="https://cdn-uploads.huggingface.co/production/uploads/66740b1d0f854ba167e0a01b/vMKLRTVv2r6ibfWd_DcQ1.png" width="400"/>
+</p>
 
 ---
 
-### 📚 Elixir Corpus – Our Data Foundation
-
-All our models are trained on the **Elixir Corpus**, a structured collection of open datasets built from public and regulatory documents.  
-Each subset focuses on a key domain: finance, public governance, legal frameworks, ESG reporting, and more.
+👇 **Read our latest article here:**
 
-✅ PDFs (text-based or scanned)  
-✅ Tables, texts, images, and charts  
-✅ Built from **OpenData**, web scraping, and internal sources  
-✅ Annotations: manual, semi-automated, or model-assisted  
-✅ License: **Apache 2.0** (open for research & commercial use)  
-✅ Tested with models and available for download or demo
-
-First available dataset: **KIDs Dataset (Finance)**
+➡️ [Making AI sovereign again – Elixir Blog](https://elixir.blog/sovereign-ai-intelligence)  
+(or put your real link here)
 
 ---
 
-### 🌍 Why Elixir?
-
-- 💡 **No hype** – real value from real data  
-- 🔐 **No cloud** – full data sovereignty  
-- ⚙️ **No guesswork** – structured output for real-world operations  
-- 🌱 **Low carbon** – 100x more efficient than standard cloud AI  
-- 🧠 **Open knowledge** – accelerating compliance & innovation for everyone
-
----
-
-### 💼 Who is it for?
-
-Elixir is built for:
-
-- Researchers working on document AI, multimodality, or regulatory tech  
-- Companies and public institutions looking to embed **sovereign AI** into their infrastructure  
-- Builders who need **clean, structured data** to train or benchmark new models
-
----
-
-### 🧪 Want to try?
-
-Use one of our models or datasets.  
-Explore a demo.  
-Clone a Space.  
-Or just reach out.
-
-We believe **your data should work for you — not the other way around**.
-
-Let’s make it happen.  
-**→ https://huggingface.co/Elixir**
-
----
-
-Souhaites-tu que je t’aide à :
-- Ajouter un logo/banner ?
-- Générer un README type pour les datasets ?
-- Faire la page d’un modèle “SAGE” ?
-- Proposer un petit Space de démo ?
-
-Je peux tout rédiger/structurer pour toi selon tes besoins.
+Elixir builds compact, sovereign AI models that extract, structure and activate strategic data from complex PDF documents — 100% local, no cloud, full control.