Update README.md

README.md

@@ -9,57 +9,75 @@ tags:
   - verification
   - reasoning
   - code-generation
-  - datasets
-  - local-first
 datasets:
   - Outer-Void/blux-ca-dataset
   - Outer-Void/blux-coga-dataset
 ---
 
+<p align="center">
+  <img src="docs/assets/outer-void-logo.png" alt="Outer Void" height="88">
+</p>
+
 # BLUX
 
-BLUX is a deterministic AI system built for verifiable outputs.
+Deterministic AI Systems — Built for Verification, Not Guesswork
+
+## What BLUX Is
+
+BLUX is a structured AI system built around one core principle:
+
+**Deterministic intelligence.**
 
-Instead of optimizing for responses that merely sound right, BLUX is being built around structured reasoning, validated execution, and reproducible results.
+Every output is:
+- reproducible
+- structured
+- verifiable
+
+No randomness. No hidden behavior. No guesswork.
 
 ## Core Components
 
 ### CogA
 The reasoning layer.
 
-CogA breaks down problems, identifies assumptions, detects contradictions, and produces structured, non-directive reasoning artifacts.
+- Breaks down problems
+- Identifies assumptions
+- Detects contradictions
+- Produces structured, non-directive reasoning
 
 ### cA
 The execution layer.
 
-cA takes structured intent and produces validated artifacts and verdicts under explicit contracts and deterministic rules.
+- Converts structured intent into outputs
+- Enforces strict contracts
+- Validates every result
+- Produces deterministic artifacts and verdicts
 
 ## Datasets
 
-BLUX datasets are built as regression and verification corpora aligned to real engine behavior.
-
-- `blux-coga-dataset`
-- `blux-ca-dataset`
+- blux-coga-dataset
+- blux-ca-dataset
 
-These datasets are being prepared for deterministic export and training workflows.
+These datasets:
+- map directly to engine behavior
+- are deterministic
+- export to JSONL for training
 
 ## Current Direction
 
-The BLUX pipeline is:
-
 GitHub finalization  
 → deterministic dataset export  
-→ Hugging Face dataset publication  
+→ HuggingFace publication  
 → training
 
 ## Links
 
 - GitHub: https://github.com/Outer-Void
-- Hugging Face: https://huggingface.co/Outer-Void
+- HuggingFace: https://huggingface.co/Outer-Void
 
 ## License
 
 BLUX components are proprietary.
 
-For licensing inquiries:
+For licensing inquiries:  
 outervoid.blux@gmail.com