Update README with behavioral locks, cocoon memory, and self-correction

README.md

@@ -23,7 +23,10 @@ Codette is not just another chatbot. It is a reasoning architecture that:
 - **Measures epistemic tension** between viewpoints (semantic tension engine)
 - **Monitors reasoning health** in real-time (coherence field / Gamma metric)
 - **Routes intelligently** by query complexity (SIMPLE/MEDIUM/COMPLEX)
-- **Validates ethically** through 6-framework governance (AEGIS)
+- **Validates ethically** through 3-layer ethical governance (EthicalAIGovernance)
+- **Remembers** reasoning exchanges in persistent cocoon memories (CognitionCocooner)
+- **Self-corrects** constraint violations before sending responses
+- **Obeys 4 permanent behavioral locks** baked into all 9 adapters through training
 
 ## The 9 Perspective Adapters
 
@@ -103,7 +106,9 @@ Example prompts that showcase multi-perspective reasoning:
 | Inference | llama.cpp via llama-cpp-python |
 | Adapter Switching | Hot-swap (instant, no reload) |
 | Training | QLoRA on A10G GPU, rank=16, alpha=32 |
-| Training Data | ~24,500 synthetic examples across 9 domains |
+| Training Data | ~24,500 synthetic + 1,650 behavioral lock examples |
+| Behavioral Locks | 4 permanent rules baked into all adapter weights |
+| Memory System | 150+ cocoon memories, persistent across sessions |
 
 ## Model Ecosystem
 
@@ -112,11 +117,20 @@ Example prompts that showcase multi-perspective reasoning:
 - [codette-llama-3.1-8b-merged](https://huggingface.co/Raiff1982/codette-llama-3.1-8b-merged) - Full-precision merged
 - [Codette-Reasoning](https://huggingface.co/Raiff1982/Codette-Reasoning) - Training datasets
 
+## The 4 Behavioral Locks
+
+Every adapter has these rules permanently trained in:
+
+1. **Answer, then stop** -- no elaboration drift or philosophical padding
+2. **Constraints override all modes** -- user format instructions beat adapter personality
+3. **Self-check completeness** -- verifies clean, complete answers before sending
+4. **No incomplete outputs** -- simplifies instead of cramming; never ends mid-thought
+
 ## Run Locally
 
 ```bash
-git clone https://github.com/Raiff1982/codette
-cd codette
+git clone https://github.com/Raiff1982/Codette-Reasoning.git
+cd Codette-Reasoning
 codette_web.bat
 ```