Implement AVRT™ Firewall - Trauma-Informed AI Middleware with SPIEL™ and THT™ Protocols

README.md

@@ -1,25 +1,281 @@
-# AVRT_Firewall
+# AVRT™ Firewall
 
-AVRT™ – The Voice Firewall for Safer AI
+**The Trauma-Informed, Voice-First AI Middleware.**
 
-The first voice-first ethical middleware firewall for LLMs, AGI, and autonomous AI systems. Built using the SPIEL™ reasoning model (Safety, Personalization, Integrity, Ethics, Logic) and the THT™ protocol (Truth, Honesty, Transparency). AVRT protects human-AI interactions at scale through real-time reasoning analysis, voice-first UI compatibility, and blockchain-ready auditing.
+AVRT™ (Advanced Voice Reasoning Technology) is a middleware system designed to overlay Large Language Models (LLMs) to enforce safety, ethics, and reasoning protocols. Acting as a distinct "Firewall for Cognition," AVRT intercepts user inputs (specifically voice) and model outputs to ensure strict adherence to **SPIEL™** and **THT™** values.
+
+This repository contains the core SDK and logic for **EaaS™ (Ethics-as-a-Service)**.
+
+---
+
+## 🧠 Core Values
+
+### SPIEL™ Framework
+
+- **S**afety: Zero-tolerance for harm or unsafe advice
+- **P**ersonalization: Trauma-informed context adaptation
+- **I**ntegrity: Consistency in persona and data handling
+- **E**thics: Algorithmic bias mitigation
+- **L**ogic: Fallacy detection and reasoning enforcement
+
+### THT™ Protocol
+
+- **T**ruth: Fact-checking against grounded truth sets
+- **H**onesty: Identifying uncertainty; no hallucinations
+- **T**ransparency: The AI must disclose it is an AI and explain its reasoning
+
+---
+
+## 📁 Directory Structure
+
+```
+avrt_firewall/
+├── README.md
+├── LICENSE
+├── .gitignore
+├── /src/
+│   ├── __init__.py
+│   ├── middleware.py          # Main firewall orchestrator
+│   ├── ethics_layer.py        # SPIEL™ framework implementation
+│   ├── voice_input.py         # Voice input processing
+│   └── response_filter.py     # THT™ protocol implementation
+├── /tests/
+│   └── test_firewall.py       # Comprehensive test suite
+├── /docs/
+│   └── architecture.md        # Detailed architecture documentation
+├── /demo/
+│   └── avrt_demo_app.py       # Interactive demo application
+```
+
+---
+
+## 🚀 Quick Start
+
+### Installation
+
+1. Clone the repository:
+```bash
+git clone https://github.com/avrtpro/AVRT_Firewall.git
+cd AVRT_Firewall
+```
+
+2. No external dependencies required! AVRT™ uses only Python standard library.
+
+### Basic Usage
+
+```python
+from src import AVRTFirewall
+
+# Initialize the firewall
+firewall = AVRTFirewall({
+    'strict_mode': True,
+    'log_all_interactions': True
+})
+
+# Set your LLM function
+def my_llm(prompt, context):
+    # Your LLM implementation here
+    return "AI response"
+
+firewall.set_llm_function(my_llm)
+
+# Process user interaction
+result = firewall.process_interaction(
+    user_input="Hello, how can I learn Python?",
+    context={'is_first_interaction': True}
+)
+
+# Check the result
+if result['firewall_passed']:
+    print(result['final_response'])
+else:
+    print(f"Blocked: {result['blocking_reason']}")
+```
+
+### Run Tests
+
+```bash
+python3 tests/test_firewall.py
+```
+
+### Run Demo
+
+```bash
+python3 demo/avrt_demo_app.py
+```
+
+---
+
+## 🎯 Features
+
+### Voice-First Design
+- Emotional state detection from input
+- Trauma indicator recognition
+- Urgency assessment (normal, elevated, critical)
+- Audio quality analysis
+- User preference inference
+
+### SPIEL™ Ethics Framework
+- **Safety**: Harmful content detection and blocking
+- **Personalization**: Trauma-informed response adaptation
+- **Integrity**: Persona consistency and data handling transparency
+- **Ethics**: Algorithmic bias detection and mitigation
+- **Logic**: Logical fallacy detection and reasoning enforcement
+
+### THT™ Response Validation
+- **Truth**: Fact-checking and source verification
+- **Honesty**: Uncertainty flagging and confidence levels
+- **Transparency**: AI disclosure and reasoning explanation
+
+### Enterprise Features
+- Comprehensive audit logging
+- Statistics and analytics
+- Configurable strictness levels
+- Crisis detection and response
+- Export capabilities (JSON)
 
 ---
 
-## 🧠 Features
+## 📊 How It Works
+
+1. **Voice Input Processing**: Analyzes user input for emotional context, trauma indicators, and urgency
+2. **Input Ethics Evaluation**: Checks input against SPIEL™ framework
+3. **LLM Invocation**: Generates response with enriched context (if configured)
+4. **Output Filtering**: Validates response against THT™ protocol
+5. **Safe Response**: Returns filtered, compliant response or safe blocking message
 
-- Voice-first ethical reasoning model for AI security
-- Real-time SPIEL™ scoring engine
-- Human-first AVRT Protocol (Truth, Honesty, Transparency)
-- Secure Stripe licensing tiers (12 levels)
-- GitHub + Replit deployable
-- NFC business integration ready
-- Legal license: CC BY-NC 4.0 (non-commercial, attribution required)
+```
+User Input → Voice Analysis → SPIEL™ Check → LLM → THT™ Filter → Safe Output
+```
+
+---
+
+## 🛡️ Safety Features
+
+### Crisis Response
+- Automatic detection of crisis situations
+- Immediate provision of crisis hotline resources
+- Safe, supportive response messaging
+
+### Trauma-Informed
+- Detection of trauma-related keywords
+- Emotional distress monitoring
+- Adaptive response tone and content
+- Avoidance of triggering language
+
+### Content Blocking
+- Zero-tolerance for harmful content
+- Discrimination and bias prevention
+- Logical fallacy rejection
+- Unverified claim flagging
+
+---
+
+## 📖 Documentation
+
+- [Architecture Documentation](docs/architecture.md) - Detailed system architecture
+- [Test Suite](tests/test_firewall.py) - Comprehensive test coverage
+- [Demo Application](demo/avrt_demo_app.py) - Interactive demonstration
+
+---
+
+## 🧪 Testing
+
+The test suite includes:
+- Ethics Layer tests (SPIEL™ framework)
+- Response Filter tests (THT™ protocol)
+- Voice Input processing tests
+- Middleware integration tests
+- End-to-end workflow tests
+
+Run all tests:
+```bash
+python3 tests/test_firewall.py
+```
+
+---
+
+## 🔧 Configuration
+
+```python
+config = {
+    'strict_mode': True,              # Block all violations
+    'log_all_interactions': True,     # Enable audit trail
+    'voice_input': {
+        'enable_emotional_detection': True,
+        'enable_trauma_detection': True
+    },
+    'ethics_layer': {
+        'safety_threshold': 0.8,
+        'ethics_threshold': 0.7
+    },
+    'response_filter': {
+        'require_ai_disclosure': True,
+        'require_uncertainty_flagging': True
+    }
+}
+
+firewall = AVRTFirewall(config)
+```
+
+---
+
+## 📈 Statistics and Monitoring
+
+```python
+# Get firewall statistics
+stats = firewall.get_statistics()
+print(f"Pass Rate: {stats['pass_rate']:.1%}")
+print(f"Avg SPIEL™ Score: {stats['avg_input_ethics_score']:.2f}")
+
+# Export audit log
+firewall.export_audit_log('audit_log.json')
+
+# Generate comprehensive report
+report = firewall.generate_comprehensive_report(result)
+print(report)
+```
+
+---
+
+## 🤝 Contributing
+
+This is a proprietary system licensed under CC BY-NC 4.0. Contributions are welcome under the same license terms. Please ensure:
+
+1. All contributions maintain SPIEL™ and THT™ compliance
+2. Tests are included for new features
+3. Documentation is updated
+4. Attribution is preserved
 
 ---
 
 ## 🔒 Licensing
 
-All code, assets, and AVRT architecture are licensed under the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0). Commercial use, modification, or resale must be licensed via BGBH Threads LLC. Legal representation: Falcon Rappaport & Berkman LLP.
+All code, assets, and AVRT™ architecture are licensed under the **Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)**.
+
+**Key Terms**:
+- ✅ Share and adapt for non-commercial purposes
+- ✅ Attribution required: © 2025 Jason Proper, BGBH Threads LLC
+- ❌ Commercial use requires licensing
+- ❌ No additional restrictions may be applied
+
+**Commercial Licensing**: Commercial use, modification, or resale must be licensed via BGBH Threads LLC.
+
+**Legal Representation**: Falcon Rappaport & Berkman LLP
+
+---
+
+## 📧 Contact
+
+- **Creator**: Jason Proper
+- **Organization**: BGBH Threads LLC
+- **Repository**: https://github.com/avrtpro/AVRT_Firewall
+- **License**: CC BY-NC 4.0
+
+---
+
+## ⚖️ Legal Notice
+
+AVRT™, SPIEL™, THT™, and EaaS™ are trademarks of BGBH Threads LLC.
 
 © 2025 Jason Proper, BGBH Threads LLC. All Rights Reserved.