Update README.md

README.md

@@ -10,11 +10,14 @@ pinned: false
   <img src="https://huggingface.co/spaces/Axiom-AI/README/resolve/main/Org_20260511_172526_0000.png" 
        style="width: 90px; border-radius: 20px; box-shadow: 0 4px 20px rgba(0,0,0,0.05);" 
        alt="Axiom-AI Logo">
+  <h2>
+    Axiom-AI
+  </h2>
+  <p>
+    Establishing the Ground Truth of Reasoning
+  </p>
 </div>
 
-# Axiom-AI
-**Establishing the Ground Truth of Reasoning**
-
 ![](https://huggingface.co/spaces/Axiom-AI/README/resolve/main/Org_20260511_173228_0000.mp4)
 
 <br>
@@ -26,23 +29,32 @@ pinned: false
 </div>
 
 ---
+<div align= "center">
+  <h2>
+    Mission
+  </h2>
+</div>
 
-### 🧩 Mission
 **Axiom-AI** is a research-oriented parent organization dedicated to the development of high-fidelity synthetic datasets and **specialized Chain-of-Thought (CoT) models**. We bridge the gap between pattern matching and true cognitive reasoning through "Traceable Intelligence."
 
-### 🚀 Key Pillars
-* **Axiom-CoT Models:** Fine-tuned LLMs optimized for multi-step reasoning, self-correction, and logical density.
+<div align= "center">
+  <h2>
+    Key Pillars
+  </h2>
+</div>
+
+* **AXM-CoT Models:** Fine-tuned LLMs and SLMs optimized for multi-step reasoning, self-correction, and logical density.
 * **Logic-Correction Frameworks:** Training models to identify and fix reasoning "wrong trajectories" using a 3-stage critique process.
-* **Verifiable Synthetic Data:** Engineering high-density datasets for Mathematics, Physics, and Advanced Programming logic.
+* **Verifiable Synthetic Data:** Engineering high-density datasets for Mathematics, logic.
 
 ### 📊 Featured Releases
 | Project | Type | Description |
 | :--- | :--- | :--- |
-| **AXMDTS-Critique-I** | Dataset | 3-stage reasoning trajectories (Attempt → Critique → Correction) |
-| **AXM-0.5B** | SLM | CoT model trained on CoT dataset to punch above it's weight |
+| **Synthetic-Critique-I** | Dataset | Synthetic 3-stage reasoning trajectories (Attempt → Critique → Correction) |
+| **AXM-I-0.5B** | SLM | An 500M model trained on dense CoT dataset to punch above it's weight class |
 
 ---
 
 <div align="center">
-  <p><i>"A Model cannot reach its ceiling without <strong>reasoning</strong>"</i></p>
+  <p><i>"A Model cannot reach its ceiling without <strong>reasoning 🔗 </strong>"</i></p>
 </div>