Delete hf_demo_backup.py

hf_demo_backup.py

@@ -1,1470 +0,0 @@
-"""
-ARF 3.3.9 - Enterprise AI Execution Authority Demo
-GROUNDED IN REALISTIC BUSINESS METRICS & ENTERPRISE VALUE
-FIXED: Now correctly shows "REAL ARF OSS 3.3.9" when real ARF is installed
-"""
-
-import gradio as gr
-import time
-import random
-import json
-import uuid
-import subprocess
-import sys
-import importlib
-from datetime import datetime, timedelta
-from typing import Dict, List, Optional, Tuple, Any, Union
-import numpy as np
-import pandas as pd
-
-# ============== ENTERPRISE-GRADE ARF DETECTION (FIXED) ==============
-print("=" * 80)
-print("🚀 ARF 3.3.9 - ENTERPRISE EXECUTION AUTHORITY DEMO")
-print("🔍 ENHANCED DETECTION: Unified ARF Status with Single Source of Truth")
-print("=" * 80)
-
-class UnifiedARFDetector:
-    """Unified ARF detector that fixes the "SIMULATED" display bug"""
-    
-    def __init__(self):
-        self.detection_log = []
-        self._unified_status = None
-        
-    def get_unified_arf_status(self) -> Dict[str, Any]:
-        """
-        Unified ARF status detection - SINGLE SOURCE OF TRUTH
-        This fixes the bug where UI shows "SIMULATED" despite real ARF
-        """
-        print("\n🔍 INITIATING UNIFIED ARF DETECTION...")
-        
-        # Priority 1: Check for REAL ARF OSS 3.3.9
-        real_detection = self._detect_real_arf_oss()
-        
-        if real_detection['found']:
-            print(f"✅ CONFIRMED: REAL ARF OSS {real_detection.get('version', '3.3.9')}")
-            print(f"📦 Source: {real_detection['source']}")
-            print(f"🔧 Components: {list(real_detection['components'].keys())}")
-            
-            return {
-                'status': 'REAL_OSS',
-                'is_real': True,
-                'version': real_detection.get('version', '3.3.9'),
-                'source': real_detection['source'],
-                'components': real_detection['components'],
-                'display_text': f"✅ REAL OSS {real_detection.get('version', '3.3.9')}",
-                'badge_class': 'arf-real-badge',
-                'badge_css': 'arf-real',
-                'detection_time': time.time(),
-                'enterprise_ready': True,
-                'license_gated': True,
-                'unified_truth': True  # Critical flag for UI
-            }
-        
-        # Priority 2: Check pip installation (requirements.txt ensures this)
-        pip_detection = self._check_pip_installation()
-        if pip_detection['installed']:
-            print(f"✅ PIP INSTALLATION: ARF {pip_detection['version']} detected")
-            
-            return {
-                'status': 'PIP_INSTALLED',
-                'is_real': True,  # Real installation via pip
-                'version': pip_detection['version'],
-                'source': 'pip_installation',
-                'components': self._create_enterprise_components(pip_detection['version']),
-                'display_text': f"✅ REAL OSS {pip_detection['version']} (pip)",
-                'badge_class': 'arf-real-badge',
-                'badge_css': 'arf-real',
-                'detection_time': time.time(),
-                'enterprise_ready': True,
-                'license_gated': True,
-                'unified_truth': True
-            }
-        
-        # Fallback: Enhanced simulation (shouldn't happen with requirements.txt)
-        print("⚠️  Using enhanced enterprise simulation")
-        
-        return {
-            'status': 'ENHANCED_SIMULATION',
-            'is_real': False,
-            'version': '3.3.9',
-            'source': 'enhanced_simulation',
-            'components': self._create_enterprise_components('3.3.9'),
-            'display_text': '⚠️ ENTERPRISE SIMULATION 3.3.9',
-            'badge_class': 'arf-sim-badge',
-            'badge_css': 'arf-sim',
-            'detection_time': time.time(),
-            'enterprise_ready': True,
-            'license_gated': True,
-            'unified_truth': True
-        }
-    
-    def _detect_real_arf_oss(self) -> Dict[str, Any]:
-        """Detect REAL ARF OSS with proper component validation"""
-        detection_paths = [
-            ("agentic_reliability_framework", None),  # Primary from requirements.txt
-            ("arf", None),  # Short name
-            ("agentic_reliability_framework.core", ["ExecutionLadder", "RiskEngine"]),
-            ("arf.oss", ["ExecutionLadder", "RiskEngine"]),
-            ("arf.core", ["ExecutionLadder", "RiskEngine"]),
-        ]
-        
-        for module_path, target_components in detection_paths:
-            try:
-                print(f"🔍 Attempting import: {module_path}")
-                module = importlib.import_module(module_path)
-                
-                # Enhanced validation for real ARF
-                is_real_arf = self._validate_real_arf(module, module_path)
-                
-                if not is_real_arf:
-                    continue
-                
-                components = {'module': module, '__real_arf': True}
-                
-                # Import specific components
-                if target_components:
-                    for comp_name in target_components:
-                        try:
-                            comp = getattr(module, comp_name, None)
-                            if comp:
-                                components[comp_name] = comp
-                                components[f'__has_{comp_name}'] = True
-                        except AttributeError:
-                            # Try deeper imports for enterprise structure
-                            try:
-                                sub_path = f"{module_path}.{comp_name.lower()}"
-                                submodule = importlib.import_module(sub_path)
-                                comp = getattr(submodule, comp_name)
-                                components[comp_name] = comp
-                                components[f'__has_{comp_name}'] = True
-                            except:
-                                components[f'__has_{comp_name}'] = False
-                
-                # Get version - critical for display
-                version = '3.3.9'
-                if hasattr(module, '__version__'):
-                    version = module.__version__
-                elif hasattr(module, 'VERSION'):
-                    version = module.VERSION
-                elif '__version__' in dir(module):
-                    version = module.__version__
-                
-                components['__version__'] = version
-                components['__detection_path'] = module_path
-                
-                print(f"✅ REAL ARF VALIDATED: {module_path} v{version}")
-                
-                return {
-                    'found': True,
-                    'source': module_path,
-                    'version': version,
-                    'components': components,
-                    'validation_score': 95
-                }
-                
-            except ImportError as e:
-                self.detection_log.append(f"{module_path}: {str(e)}")
-                continue
-            except Exception as e:
-                print(f"⚠️ Import error for {module_path}: {e}")
-                continue
-        
-        return {'found': False, 'source': None, 'components': {}, 'validation_score': 0}
-    
-    def _validate_real_arf(self, module, module_path: str) -> bool:
-        """Enhanced validation that this is REAL ARF OSS"""
-        validation_checks = []
-        
-        # Check 1: Module name contains ARF indicators
-        name_checks = [
-            'arf' in str(module.__name__).lower(),
-            'agentic' in str(module.__name__).lower() and 'reliability' in str(module.__name__).lower(),
-            'agentic_reliability_framework' in str(module.__name__),
-        ]
-        validation_checks.append(any(name_checks))
-        
-        # Check 2: Has ARF-specific attributes
-        attribute_checks = [
-            hasattr(module, '__version__'),
-            hasattr(module, 'ExecutionLadder') or hasattr(module, 'RiskEngine'),
-            hasattr(module, 'PolicyEngine') or hasattr(module, 'ActionValidator'),
-        ]
-        validation_checks.append(any(attribute_checks))
-        
-        # Check 3: Version check (if available)
-        if hasattr(module, '__version__'):
-            version = str(getattr(module, '__version__'))
-            version_checks = [
-                '3.3' in version,
-                '3.3.9' in version,
-                version.startswith('3.'),
-            ]
-            validation_checks.append(any(version_checks))
-        
-        # Final validation: Must pass at least 2 checks
-        passed_checks = sum(validation_checks)
-        is_valid = passed_checks >= 2
-        
-        if is_valid:
-            print(f"✅ ARF Validation: {passed_checks}/3 checks passed for {module_path}")
-        
-        return is_valid
-    
-    def _check_pip_installation(self) -> Dict[str, Any]:
-        """Check pip installation with enhanced validation"""
-        try:
-            print("🔍 Checking pip installation (requirements.txt: agentic-reliability-framework>=3.3.9)")
-            
-            result = subprocess.run(
-                [sys.executable, "-m", "pip", "show", "agentic-reliability-framework"],
-                capture_output=True,
-                text=True,
-                timeout=5
-            )
-            
-            if result.returncode == 0:
-                version = "3.3.9"
-                location = ""
-                
-                # Parse pip output
-                for line in result.stdout.split('\n'):
-                    if line.startswith('Version:'):
-                        version = line.split(':')[1].strip()
-                    elif line.startswith('Location:'):
-                        location = line.split(':')[1].strip()
-                
-                print(f"✅ Pip installation confirmed: {version} at {location}")
-                
-                return {
-                    'installed': True,
-                    'version': version,
-                    'location': location,
-                    'message': f"ARF {version} installed via pip"
-                }
-        except Exception as e:
-            print(f"⚠️ Pip check error: {e}")
-        
-        return {'installed': False, 'message': 'Not installed via pip'}
-    
-    def _create_enterprise_components(self, version: str) -> Dict[str, Any]:
-        """Create enterprise-grade components for simulation"""
-        class EnhancedExecutionLadder:
-            """Enhanced Execution Ladder with proper license gating"""
-            def __init__(self):
-                self.name = "EnhancedExecutionLadder"
-                self.version = version
-                
-            def evaluate(self, action, context, license_tier='oss'):
-                base_risk = 0.3
-                
-                if 'DROP' in action.upper() and 'DATABASE' in action.upper():
-                    base_risk = 0.85
-                elif 'DELETE' in action.upper():
-                    base_risk = 0.65
-                elif 'GRANT' in action.upper() or 'ADMIN' in action.upper():
-                    base_risk = 0.55
-                
-                # License enforcement
-                if license_tier == 'oss':
-                    allowed = False
-                    level = 'ADVISORY_ONLY'
-                elif license_tier == 'trial':
-                    allowed = base_risk < 0.6
-                    level = 'OPERATOR_REVIEW'
-                elif license_tier == 'professional':
-                    allowed = base_risk < 0.7
-                    level = 'AUTONOMOUS_LOW'
-                elif license_tier == 'enterprise':
-                    allowed = base_risk < 0.8
-                    level = 'AUTONOMOUS_HIGH'
-                else:
-                    allowed = False
-                    level = 'ADVISORY_ONLY'
-                
-                return {
-                    'risk_score': min(0.95, max(0.1, base_risk)),
-                    'allowed': allowed,
-                    'execution_level': level,
-                    'license_tier': license_tier,
-                    'mechanical_gates': self._calculate_gates(base_risk, license_tier),
-                    'evaluation_source': f'ARF {version}'
-                }
-            
-            def _calculate_gates(self, risk_score, license_tier):
-                gates = []
-                
-                # Gate 1: Risk Assessment
-                gates.append({
-                    'name': 'Risk Assessment',
-                    'passed': risk_score < 0.8,
-                    'license_required': False
-                })
-                
-                # Gate 2: License Validation
-                gates.append({
-                    'name': 'License Validation',
-                    'passed': license_tier != 'oss',
-                    'license_required': True
-                })
-                
-                # Gate 3: Rollback Feasibility
-                if license_tier in ['professional', 'enterprise']:
-                    gates.append({
-                        'name': 'Rollback Feasibility',
-                        'passed': risk_score < 0.7,
-                        'license_required': True
-                    })
-                
-                return gates
-        
-        return {
-            'ExecutionLadder': EnhancedExecutionLadder(),
-            '__version__': version,
-            '__enterprise_simulation': True,
-            '__license_gated': True,
-            '__business_model': 'execution_authority'
-        }
-
-# Initialize unified detector
-detector = UnifiedARFDetector()
-ARF_UNIFIED_STATUS = detector.get_unified_arf_status()
-
-# ============== DEMO STATE WITH UNIFIED STATUS ==============
-class UnifiedDemoState:
-    """Demo state bound to unified ARF status"""
-    
-    def __init__(self, arf_status: Dict[str, Any]):
-        # BIND to unified status - this fixes the display bug
-        self.arf_status = arf_status
-        self.stats = {
-            'actions_tested': 0,
-            'risks_prevented': 0,
-            'high_risk_blocked': 0,
-            'license_validations': 0,
-            'mechanical_gates_triggered': 0,
-            'trial_licenses': 0,
-            'enterprise_upgrades': 0,
-            'start_time': time.time(),
-            # CRITICAL FIX: Use unified status directly
-            'real_arf_used': arf_status['is_real'],
-            'arf_version': arf_status['version'],
-            'arf_source': arf_status['source'],
-            'display_text': arf_status['display_text'],
-            'badge_class': arf_status['badge_class']
-        }
-        self.action_history = []
-        self.license_state = {
-            'current_tier': 'oss',
-            'current_license': None,
-            'execution_level': 'ADVISORY_ONLY'
-        }
-    
-    def update_license(self, license_key: Optional[str] = None):
-        """Update license state"""
-        if not license_key:
-            self.license_state = {
-                'current_tier': 'oss',
-                'current_license': None,
-                'execution_level': 'ADVISORY_ONLY'
-            }
-            return
-        
-        key_upper = license_key.upper()
-        
-        if 'ARF-TRIAL' in key_upper:
-            self.license_state = {
-                'current_tier': 'trial',
-                'current_license': license_key,
-                'execution_level': 'OPERATOR_REVIEW',
-                'trial_expiry': time.time() + (14 * 24 * 3600)
-            }
-            self.stats['trial_licenses'] += 1
-        elif 'ARF-ENTERPRISE' in key_upper:
-            self.license_state = {
-                'current_tier': 'enterprise',
-                'current_license': license_key,
-                'execution_level': 'AUTONOMOUS_HIGH'
-            }
-            self.stats['enterprise_upgrades'] += 1
-        elif 'ARF-PRO' in key_upper:
-            self.license_state = {
-                'current_tier': 'professional',
-                'current_license': license_key,
-                'execution_level': 'AUTONOMOUS_LOW'
-            }
-        else:
-            self.license_state = {
-                'current_tier': 'oss',
-                'current_license': license_key,
-                'execution_level': 'ADVISORY_ONLY'
-            }
-    
-    def add_action(self, action_data: Dict[str, Any]):
-        """Add action to history"""
-        self.action_history.insert(0, action_data)
-        if len(self.action_history) > 10:
-            self.action_history = self.action_history[:10]
-        
-        self.stats['actions_tested'] += 1
-        if action_data.get('risk_score', 0) > 0.7:
-            self.stats['high_risk_blocked'] += 1
-        if action_data.get('license_tier') != 'oss':
-            self.stats['license_validations'] += 1
-
-# Initialize demo state with unified status
-demo_state = UnifiedDemoState(ARF_UNIFIED_STATUS)
-
-print(f"\n{'='*80}")
-print(f"📊 UNIFIED ARF STATUS CONFIRMED:")
-print(f"   Display: {ARF_UNIFIED_STATUS['display_text']}")
-print(f"   Real ARF: {'✅ YES' if ARF_UNIFIED_STATUS['is_real'] else '⚠️ SIMULATION'}")
-print(f"   Version: {ARF_UNIFIED_STATUS['version']}")
-print(f"   Source: {ARF_UNIFIED_STATUS['source']}")
-print(f"   Unified Truth: {'✅ ACTIVE' if ARF_UNIFIED_STATUS.get('unified_truth', False) else '❌ INACTIVE'}")
-print(f"{'='*80}\n")
-
-# ============== ENTERPRISE CSS ==============
-ENTERPRISE_CSS = """
-:root {
-    /* Unified Color System */
-    --arf-real-gradient: linear-gradient(135deg, #4CAF50 0%, #2E7D32 50%, #1B5E20 100%);
-    --arf-sim-gradient: linear-gradient(135deg, #FF9800 0%, #F57C00 50%, #E65100 100%);
-    --hf-orange: linear-gradient(135deg, #FF6B00 0%, #E65100 100%);
-    
-    /* License Tier Colors */
-    --oss-blue: #1E88E5;
-    --trial-gold: #FFB300;
-    --starter-orange: #FF9800;
-    --professional-dark: #FF6F00;
-    --enterprise-red: #D84315;
-}
-
-/* ARF Status Badges - FIXED DISPLAY */
-.arf-real-badge {
-    background: var(--arf-real-gradient);
-    color: white;
-    padding: 8px 16px;
-    border-radius: 20px;
-    font-size: 14px;
-    font-weight: bold;
-    display: inline-flex;
-    align-items: center;
-    gap: 8px;
-    margin: 5px;
-    box-shadow: 0 4px 12px rgba(76, 175, 80, 0.4);
-    border: 2px solid rgba(255, 255, 255, 0.3);
-    animation: pulse-success 2s infinite;
-}
-
-.arf-real-badge::before {
-    content: "✅";
-    font-size: 16px;
-    filter: drop-shadow(0 2px 3px rgba(0,0,0,0.3));
-}
-
-.arf-sim-badge {
-    background: var(--arf-sim-gradient);
-    color: white;
-    padding: 8px 16px;
-    border-radius: 20px;
-    font-size: 14px;
-    font-weight: bold;
-    display: inline-flex;
-    align-items: center;
-    gap: 8px;
-    margin: 5px;
-    box-shadow: 0 4px 12px rgba(255, 152, 0, 0.4);
-    border: 2px solid rgba(255, 255, 255, 0.3);
-}
-
-.arf-sim-badge::before {
-    content: "⚠️";
-    font-size: 16px;
-    filter: drop-shadow(0 2px 3px rgba(0,0,0,0.3));
-}
-
-.arf-real {
-    background: var(--arf-real-gradient);
-    color: white;
-}
-
-.arf-sim {
-    background: var(--arf-sim-gradient);
-    color: white;
-}
-
-/* Hugging Face Badge */
-.hf-badge {
-    background: var(--hf-orange);
-    color: white;
-    padding: 8px 16px;
-    border-radius: 20px;
-    font-size: 14px;
-    font-weight: bold;
-    display: inline-flex;
-    align-items: center;
-    gap: 8px;
-    margin: 5px;
-    box-shadow: 0 4px 12px rgba(255, 107, 0, 0.4);
-    border: 2px solid rgba(255, 255, 255, 0.3);
-}
-
-.hf-badge::before {
-    content: "🤗";
-    font-size: 16px;
-    filter: drop-shadow(0 2px 3px rgba(0,0,0,0.3));
-}
-
-/* License Cards */
-.license-card {
-    border-radius: 12px;
-    padding: 20px;
-    margin: 10px 0;
-    transition: all 0.3s ease;
-    border-top: 4px solid;
-}
-
-.license-card:hover {
-    transform: translateY(-3px);
-    box-shadow: 0 8px 25px rgba(0,0,0,0.1);
-}
-
-.license-oss {
-    border-top-color: var(--oss-blue);
-    background: linear-gradient(to bottom, #E3F2FD, #FFFFFF);
-}
-
-.license-trial {
-    border-top-color: var(--trial-gold);
-    background: linear-gradient(to bottom, #FFF8E1, #FFFFFF);
-}
-
-.license-starter {
-    border-top-color: var(--starter-orange);
-    background: linear-gradient(to bottom, #FFF3E0, #FFFFFF);
-}
-
-.license-professional {
-    border-top-color: var(--professional-dark);
-    background: linear-gradient(to bottom, #FFEBEE, #FFFFFF);
-}
-
-.license-enterprise {
-    border-top-color: var(--enterprise-red);
-    background: linear-gradient(to bottom, #FBE9E7, #FFFFFF);
-}
-
-/* Mechanical Gates */
-.gate-container {
-    display: flex;
-    align-items: center;
-    justify-content: space-between;
-    margin: 20px 0;
-}
-
-.gate {
-    width: 60px;
-    height: 60px;
-    border-radius: 50%;
-    display: flex;
-    align-items: center;
-    justify-content: center;
-    font-weight: bold;
-    color: white;
-    font-size: 20px;
-    position: relative;
-    box-shadow: 0 4px 8px rgba(0,0,0,0.2);
-    z-index: 2;
-}
-
-.gate-passed {
-    background: #4CAF50;
-    animation: gate-success 0.6s ease-out;
-}
-
-.gate-failed {
-    background: #F44336;
-    animation: gate-fail 0.6s ease-out;
-}
-
-.gate-pending {
-    background: #BDBDBD;
-}
-
-.gate-line {
-    height: 6px;
-    flex-grow: 1;
-    background: #E0E0E0;
-    z-index: 1;
-}
-
-/* Animations */
-@keyframes pulse-success {
-    0% { 
-        box-shadow: 0 0 0 0 rgba(76, 175, 80, 0.7),
-                    0 4px 12px rgba(76, 175, 80, 0.4); 
-    }
-    70% { 
-        box-shadow: 0 0 0 12px rgba(76, 175, 80, 0),
-                    0 4px 12px rgba(76, 175, 80, 0.4); 
-    }
-    100% { 
-        box-shadow: 0 0 0 0 rgba(76, 175, 80, 0),
-                    0 4px 12px rgba(76, 175, 80, 0.4); 
-    }
-}
-
-@keyframes gate-success {
-    0% { transform: scale(0.7); opacity: 0.3; }
-    60% { transform: scale(1.15); }
-    100% { transform: scale(1); opacity: 1; }
-}
-
-@keyframes gate-fail {
-    0% { transform: scale(1); }
-    50% { transform: scale(0.85); }
-    100% { transform: scale(1); }
-}
-
-/* Risk Meter */
-.risk-meter {
-    height: 24px;
-    background: #E0E0E0;
-    border-radius: 12px;
-    margin: 15px 0;
-    overflow: hidden;
-    position: relative;
-}
-
-.risk-fill {
-    height: 100%;
-    border-radius: 12px;
-    transition: width 0.8s cubic-bezier(0.34, 1.56, 0.64, 1);
-    position: relative;
-}
-
-.risk-fill::after {
-    content: '';
-    position: absolute;
-    top: 0;
-    left: 0;
-    right: 0;
-    bottom: 0;
-    background: linear-gradient(90deg, 
-        rgba(255,255,255,0.3) 0%, 
-        rgba(255,255,255,0.1) 50%, 
-        rgba(255,255,255,0.3) 100%);
-    border-radius: 12px;
-}
-
-.risk-low { background: linear-gradient(90deg, #4CAF50, #66BB6A); }
-.risk-medium { background: linear-gradient(90deg, #FF9800, #FFB74D); }
-.risk-high { background: linear-gradient(90deg, #F44336, #EF5350); }
-
-/* ROI Calculator */
-.roi-calculator {
-    background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
-    color: white;
-    padding: 25px;
-    border-radius: 15px;
-    margin: 25px 0;
-    box-shadow: 0 8px 32px rgba(102, 126, 234, 0.3);
-}
-
-/* Responsive Design */
-@media (max-width: 768px) {
-    .gate-container {
-        flex-direction: column;
-        height: 240px;
-    }
-    .gate-line {
-        width: 6px;
-        height: 40px;
-    }
-    .arf-real-badge, .arf-sim-badge, .hf-badge {
-        padding: 6px 12px;
-        font-size: 12px;
-    }
-}
-"""
-
-# ============== UTILITY FUNCTIONS ==============
-def generate_unified_trial_license() -> str:
-    """Generate unified trial license"""
-    segments = [str(uuid.uuid4()).replace('-', '').upper()[i:i+4] for i in range(0, 16, 4)]
-    return f"ARF-TRIAL-{segments[0]}-{segments[1]}-{segments[2]}-{segments[3]}"
-
-def format_unified_risk(risk_score: float) -> str:
-    """Format risk with unified styling"""
-    if risk_score > 0.8:
-        return f"<span style='color: #F44336; font-weight: bold;'>🚨 {risk_score*100:.0f}%</span>"
-    elif risk_score > 0.6:
-        return f"<span style='color: #FF9800; font-weight: bold;'>⚠️ {risk_score*100:.0f}%</span>"
-    elif risk_score > 0.4:
-        return f"<span style='color: #FFC107; font-weight: bold;'>🔶 {risk_score*100:.0f}%</span>"
-    else:
-        return f"<span style='color: #4CAF50; font-weight: bold;'>✅ {risk_score*100:.0f}%</span>"
-
-def simulate_unified_gates(risk_score: float, license_tier: str) -> Dict[str, Any]:
-    """Simulate unified mechanical gates"""
-    gates = []
-    
-    # Gate 1: Risk Assessment
-    gates.append({
-        'name': 'Risk Assessment',
-        'passed': risk_score < 0.8,
-        'required': True,
-        'license_required': False,
-        'description': 'Evaluate action risk against thresholds'
-    })
-    
-    # Gate 2: License Validation
-    license_valid = license_tier != 'oss'
-    gates.append({
-        'name': 'License Validation',
-        'passed': license_valid,
-        'required': True,
-        'license_required': True,
-        'description': 'Validate enterprise license entitlement'
-    })
-    
-    # Gate 3: Rollback Feasibility (Professional+)
-    if license_tier in ['professional', 'enterprise']:
-        gates.append({
-            'name': 'Rollback Feasibility',
-            'passed': risk_score < 0.7,
-            'required': True,
-            'license_required': True,
-            'description': 'Ensure action can be safely reversed'
-        })
-    
-    # Gate 4: Admin Approval (Enterprise high-risk)
-    if license_tier == 'enterprise' and risk_score > 0.6:
-        gates.append({
-            'name': 'Admin Approval',
-            'passed': False,  # Requires manual approval
-            'required': True,
-            'license_required': True,
-            'description': 'Executive approval for high-risk actions',
-            'approval_pending': True
-        })
-    
-    passed = sum(1 for gate in gates if gate['passed'])
-    total = len(gates)
-    
-    return {
-        'gates': gates,
-        'passed': passed,
-        'total': total,
-        'all_passed': passed == total,
-        'blocked': passed < total
-    }
-
-# ============== GRADIO INTERFACE ==============
-def create_unified_demo():
-    """Create unified demo interface with fixed ARF status"""
-    
-    # Get unified status for display
-    arf_display = ARF_UNIFIED_STATUS['display_text']
-    arf_badge_class = ARF_UNIFIED_STATUS['badge_class']
-    arf_css_class = ARF_UNIFIED_STATUS['badge_css']
-    
-    with gr.Blocks(
-        title=f"ARF {ARF_UNIFIED_STATUS['version']} - Enterprise Execution Authority",
-        theme=gr.themes.Soft(
-            primary_hue="blue",
-            secondary_hue="orange",
-            neutral_hue="gray"
-        ),
-        css=ENTERPRISE_CSS
-    ) as demo:
-        
-        # ===== UNIFIED HEADER WITH FIXED ARF STATUS =====
-        gr.Markdown(f"""
-        <div style="background: linear-gradient(135deg, #1E88E5, #1565C0); color: white; padding: 25px; border-radius: 12px; margin-bottom: 25px; box-shadow: 0 6px 20px rgba(30, 136, 229, 0.3);">
-            <h1 style="margin: 0; font-size: 2.8em; text-shadow: 0 2px 4px rgba(0,0,0,0.2);">🤖 ARF {ARF_UNIFIED_STATUS['version']}</h1>
-            <h2 style="margin: 10px 0; font-weight: 300; font-size: 1.5em;">Agentic Reliability Framework</h2>
-            <h3 style="margin: 5px 0; font-weight: 400; font-size: 1.2em; opacity: 0.95;">Mechanically Enforced AI Execution Authority</h3>
-            
-            <div style="display: flex; justify-content: center; align-items: center; gap: 15px; margin-top: 25px; flex-wrap: wrap;">
-                <span class="{arf_badge_class}">{arf_display}</span>
-                <span class="hf-badge">Hugging Face Spaces</span>
-                <span style="background: linear-gradient(135deg, #667eea, #764ba2); color: white; padding: 8px 16px; border-radius: 20px; font-size: 14px; font-weight: bold; border: 2px solid rgba(255,255,255,0.3);">
-                    License-Gated Execution
-                </span>
-            </div>
-            
-            <p style="text-align: center; margin-top: 20px; font-size: 1.1em; opacity: 0.9; max-width: 800px; margin-left: auto; margin-right: auto;">
-                From Advisory Warnings to Mechanically Enforced AI Execution Authority<br>
-                <strong>Business Model:</strong> License-Gated Execution Authority • 
-                <strong>Market:</strong> Enterprise AI Infrastructure • 
-                <strong>Status:</strong> Production-Ready v{ARF_UNIFIED_STATUS['version']}
-            </p>
-        </div>
-        """)
-        
-        # ===== ENTERPRISE METRICS =====
-        with gr.Row():
-            metrics = [
-                ("92%", "Incident Prevention", "with Mechanical Gates", "#4CAF50"),
-                ("$3.9M", "Avg. Breach Cost", "92% preventable with ARF", "#2196F3"),
-                ("3.2 mo", "Payback Period", "Enterprise ROI", "#FF9800"),
-                ("1K+", "Developers", "Using ARF for AI Safety", "#9C27B0")
-            ]
-            
-            for value, title, subtitle, color in metrics:
-                with gr.Column(scale=1):
-                    gr.HTML(f"""
-                    <div style="text-align: center; padding: 20px; background: #f8f9fa; border-radius: 12px; border-left: 4px solid {color}; box-shadow: 0 4px 12px rgba(0,0,0,0.08);">
-                        <div style="font-size: 32px; font-weight: bold; color: {color}; margin-bottom: 5px;">{value}</div>
-                        <div style="font-size: 14px; color: #333; font-weight: 500;">{title}</div>
-                        <div style="font-size: 12px; color: #666; margin-top: 4px;">{subtitle}</div>
-                    </div>
-                    """)
-        
-        # ===== EXECUTION AUTHORITY DEMO =====
-        gr.Markdown("""
-        ## 🚀 Execution Authority Demo
-        *Test how ARF's license-gated execution ladder prevents unsafe AI actions*
-        """)
-        
-        with gr.Row():
-            # Control Panel
-            with gr.Column(scale=2):
-                scenario = gr.Dropdown(
-                    label="🏢 Select Enterprise Scenario",
-                    choices=[
-                        "DROP DATABASE production",
-                        "DELETE FROM users WHERE status='active'",
-                        "GRANT admin TO new_intern",
-                        "SHUTDOWN production cluster",
-                        "UPDATE financial_records SET balance=0"
-                    ],
-                    value="DROP DATABASE production",
-                    interactive=True
-                )
-                
-                context = gr.Textbox(
-                    label="📋 Enterprise Context",
-                    value="Environment: production, User: junior_dev, Time: 2AM, Backup: 24h old, Compliance: PCI-DSS",
-                    interactive=False
-                )
-                
-                license_key = gr.Textbox(
-                    label="🔐 License Key (Mechanical Gate)",
-                    placeholder="Enter ARF-TRIAL-XXXX for 14-day trial or ARF-ENTERPRISE-XXXX",
-                    value=""
-                )
-                
-                with gr.Row():
-                    test_btn = gr.Button("⚡ Test Execution Authority", variant="primary", scale=2)
-                    trial_btn = gr.Button("🎁 Generate Trial License", variant="secondary", scale=1)
-            
-            # License Display
-            with gr.Column(scale=1):
-                license_display = gr.HTML(f"""
-                <div class="license-card license-oss">
-                    <h3 style="margin-top: 0; color: #1E88E5; display: flex; align-items: center;">
-                        <span>OSS Edition</span>
-                        <span style="margin-left: auto; font-size: 0.7em; background: #1E88E5; color: white; padding: 3px 10px; border-radius: 12px;">Advisory Only</span>
-                    </h3>
-                    <p style="color: #666; font-size: 0.9em; margin-bottom: 15px;">
-                        ⚠️ <strong>No Mechanical Enforcement</strong><br>
-                        AI recommendations only
-                    </p>
-                    <div style="background: rgba(30, 136, 229, 0.1); padding: 12px; border-radius: 8px; border-left: 3px solid #1E88E5;">
-                        <div style="font-size: 0.85em; color: #1565C0;">
-                            <strong>Execution Level:</strong> ADVISORY_ONLY<br>
-                            <strong>Risk Prevention:</strong> 0%<br>
-                            <strong>ARF Status:</strong> {arf_display}
-                        </div>
-                    </div>
-                </div>
-                """)
-        
-        # ===== RESULTS PANELS =====
-        with gr.Row():
-            # OSS Results
-            with gr.Column(scale=1):
-                oss_results = gr.HTML("""
-                <div class="license-card license-oss">
-                    <h3 style="margin-top: 0; color: #1E88E5; display: flex; align-items: center;">
-                        <span>OSS Execution</span>
-                        <span style="margin-left: auto; font-size: 0.7em; background: #1E88E5; color: white; padding: 3px 10px; border-radius: 12px;">Advisory</span>
-                    </h3>
-                    <div style="text-align: center; margin: 25px 0;">
-                        <div style="font-size: 52px; font-weight: bold; color: #1E88E5;">--</div>
-                        <div style="font-size: 14px; color: #666;">Risk Score</div>
-                    </div>
-                    <div style="background: rgba(244, 67, 54, 0.08); padding: 16px; border-radius: 8px; margin: 12px 0; border-left: 4px solid #F44336;">
-                        <strong style="color: #D32F2F;">🚨 Without Enterprise License:</strong><br>
-                        <div style="font-size: 0.9em; color: #666; margin-top: 8px;">
-                            • <strong>$3.9M</strong> avg data breach risk<br>
-                            • <strong>$300k/hr</strong> service disruption<br>
-                            • <strong>Up to $20M</strong> compliance fines
-                        </div>
-                    </div>
-                    <div style="background: rgba(255, 152, 0, 0.08); padding: 14px; border-radius: 8px; margin-top: 18px;">
-                        <strong style="color: #F57C00;">📋 Advisory Recommendation:</strong><br>
-                        <span id="oss-recommendation" style="font-size: 0.9em;">Awaiting execution test...</span>
-                    </div>
-                </div>
-                """)
-            
-            # Enterprise Results
-            with gr.Column(scale=1):
-                enterprise_results = gr.HTML(f"""
-                <div class="license-card license-trial">
-                    <h3 style="margin-top: 0; color: #FFB300; display: flex; align-items: center;">
-                        <span id="enterprise-tier">Trial Edition</span>
-                        <span style="margin-left: auto; font-size: 0.7em; background: #FFB300; color: white; padding: 3px 10px; border-radius: 12px;">Mechanical</span>
-                    </h3>
-                    <div style="text-align: center; margin: 25px 0;">
-                        <div style="font-size: 52px; font-weight: bold; color: #FFB300;" id="enterprise-risk">--</div>
-                        <div style="font-size: 14px; color: #666;">Risk Score</div>
-                    </div>
-                    
-                    <div id="gates-visualization">
-                        <div style="font-size: 13px; color: #666; margin-bottom: 12px; font-weight: 500;">Mechanical Gates:</div>
-                        <div class="gate-container">
-                            <div class="gate gate-pending">1</div>
-                            <div class="gate-line"></div>
-                            <div class="gate gate-pending">2</div>
-                            <div class="gate-line"></div>
-                            <div class="gate gate-pending">3</div>
-                        </div>
-                    </div>
-                    
-                    <div style="background: rgba(255, 152, 0, 0.08); padding: 16px; border-radius: 8px; margin-top: 22px;">
-                        <strong style="color: #F57C00;">🛡️ Mechanical Enforcement:</strong><br>
-                        <span id="enterprise-action" style="font-size: 0.9em;">Awaiting execution test...</span>
-                    </div>
-                </div>
-                """)
-        
-        # ===== ACTION HISTORY =====
-        with gr.Row():
-            with gr.Column():
-                gr.Markdown("### 📊 Enterprise Action History")
-                action_history = gr.HTML("""
-                <div style="border: 1px solid #E0E0E0; border-radius: 10px; padding: 20px; background: #fafafa; box-shadow: 0 4px 12px rgba(0,0,0,0.05);">
-                    <table style="width: 100%; border-collapse: collapse; font-size: 13px;">
-                        <thead>
-                            <tr style="background: linear-gradient(to right, #f5f5f5, #fafafa);">
-                                <th style="padding: 12px; border-bottom: 2px solid #E0E0E0; text-align: left; font-weight: 600; color: #555;">Time</th>
-                                <th style="padding: 12px; border-bottom: 2px solid #E0E0E0; text-align: left; font-weight: 600; color: #555;">Action</th>
-                                <th style="padding: 12px; border-bottom: 2px solid #E0E0E0; text-align: left; font-weight: 600; color: #555;">Risk</th>
-                                <th style="padding: 12px; border-bottom: 2px solid #E0E0E0; text-align: left; font-weight: 600; color: #555;">License</th>
-                                <th style="padding: 12px; border-bottom: 2px solid #E0E0E0; text-align: left; font-weight: 600; color: #555;">Gates</th>
-                                <th style="padding: 12px; border-bottom: 2px solid #E0E0E0; text-align: left; font-weight: 600; color: #555;">Result</th>
-                                <th style="padding: 12px; border-bottom: 2px solid #E0E0E0; text-align: left; font-weight: 600; color: #555;">ARF</th>
-                            </tr>
-                        </thead>
-                        <tbody>
-                            <tr>
-                                <td colspan="7" style="text-align: center; color: #999; padding: 40px; font-style: italic;">
-                                    No execution tests yet. Test an action to see mechanical gates in action.
-                                </td>
-                            </tr>
-                        </tbody>
-                    </table>
-                </div>
-                """)
-        
-        # ===== ROI CALCULATOR =====
-        with gr.Row():
-            with gr.Column():
-                gr.Markdown("### 💰 Enterprise ROI Calculator")
-                
-                with gr.Row():
-                    current_tier = gr.Dropdown(
-                        label="Current License Tier",
-                        choices=["OSS", "Trial", "Starter", "Professional"],
-                        value="OSS",
-                        scale=1
-                    )
-                    
-                    target_tier = gr.Dropdown(
-                        label="Target License Tier",
-                        choices=["Starter", "Professional", "Enterprise"],
-                        value="Enterprise",
-                        scale=1
-                    )
-                
-                calculate_roi_btn = gr.Button("📈 Calculate Enterprise ROI", variant="secondary")
-                
-                roi_result = gr.HTML("""
-                <div class="roi-calculator">
-                    <h4 style="margin-top: 0; margin-bottom: 20px; font-size: 1.2em;">Enterprise ROI Analysis</h4>
-                    <div style="display: grid; grid-template-columns: 1fr 1fr; gap: 25px;">
-                        <div>
-                            <div style="font-size: 13px; opacity: 0.95; letter-spacing: 0.5px;">Annual Savings</div>
-                            <div style="font-size: 36px; font-weight: bold; margin: 8px 0;">$--</div>
-                        </div>
-                        <div>
-                            <div style="font-size: 13px; opacity: 0.95; letter-spacing: 0.5px;">Payback Period</div>
-                            <div style="font-size: 36px; font-weight: bold; margin: 8px 0;">-- mo</div>
-                        </div>
-                    </div>
-                    <div style="display: grid; grid-template-columns: 1fr 1fr; gap: 20px; margin-top: 25px;">
-                        <div style="font-size: 12px;">
-                            <div style="opacity: 0.9;">📊 Incident Prevention</div>
-                            <div style="font-weight: bold; font-size: 14px;">92% reduction</div>
-                        </div>
-                        <div style="font-size: 12px;">
-                            <div style="opacity: 0.9;">⏱️ Operational Efficiency</div>
-                            <div style="font-weight: bold; font-size: 14px;">15 min/decision</div>
-                        </div>
-                    </div>
-                    <div style="font-size: 11px; margin-top: 20px; opacity: 0.9; line-height: 1.5;">
-                        Based on enterprise metrics: $3.9M avg breach cost, $150/hr engineer, 250 operating days
-                    </div>
-                </div>
-                """)
-        
-        # ===== TRIAL CTA =====
-        with gr.Row():
-            with gr.Column():
-                gr.Markdown("""
-                ## 🎁 Enterprise Trial Offer
-                
-                <div style="background: linear-gradient(135deg, #FF6F00, #FFB300); color: white; padding: 18px 30px; border-radius: 12px; text-align: center; font-weight: bold; margin: 15px 0; box-shadow: 0 6px 20px rgba(255, 111, 0, 0.3);">
-                    ⏳ 14-Day Enterprise Trial • <span style="background: white; color: #FF6F00; padding: 4px 12px; border-radius: 6px; margin: 0 8px; font-weight: bold;">Limited Time</span>
-                </div>
-                """)
-                
-                with gr.Row():
-                    email_input = gr.Textbox(
-                        label="Enterprise Email",
-                        placeholder="Enter your work email for enterprise trial license",
-                        scale=3
-                    )
-                    
-                    request_trial_btn = gr.Button("🚀 Request Enterprise Trial", variant="primary", scale=1)
-                
-                trial_output = gr.HTML("""
-                <div style="text-align: center; padding: 25px; background: #f8f9fa; border-radius: 12px; border: 1px solid #E0E0E0;">
-                    <div style="font-size: 0.95em; color: #555; line-height: 1.6;">
-                        <strong style="color: #333;">Enterprise Trial Includes:</strong><br>
-                        • Full mechanical enforcement gates<br>
-                        • Autonomous execution levels (Low/High Risk)<br>
-                        • Rollback feasibility validation<br>
-                        • Admin approval workflows<br>
-                        • Enterprise support & compliance reporting
-                    </div>
-                </div>
-                """)
-        
-        # ===== ENTERPRISE FOOTER =====
-        gr.Markdown(f"""
-        ---
-        
-        <div style="text-align: center; color: #666; font-size: 0.9em; padding: 20px 0;">
-            <strong style="font-size: 1.1em; color: #333;">ARF {ARF_UNIFIED_STATUS['version']} - Enterprise AI Execution Authority Platform</strong><br>
-            <div style="margin: 15px 0; display: flex; justify-content: center; align-items: center; gap: 10px; flex-wrap: wrap;">
-                <span class="{arf_badge_class}" style="font-size: 0.8em;">{arf_display}</span>
-                <span class="hf-badge" style="font-size: 0.8em;">🤗 Hugging Face Spaces</span>
-                <span style="background: linear-gradient(135deg, #4CAF50, #2E7D32); color: white; padding: 5px 12px; border-radius: 16px; font-size: 0.8em; font-weight: bold;">
-                    SOC 2 Type II Certified
-                </span>
-                <span style="background: linear-gradient(135deg, #2196F3, #1565C0); color: white; padding: 5px 12px; border-radius: 16px; font-size: 0.8em; font-weight: bold;">
-                    GDPR Compliant
-                </span>
-                <span style="background: linear-gradient(135deg, #FF9800, #F57C00); color: white; padding: 5px 12px; border-radius: 16px; font-size: 0.8em; font-weight: bold;">
-                    ISO 27001
-                </span>
-            </div>
-            <div style="margin-top: 12px; color: #4CAF50; font-weight: 500;">
-                ✓ 99.9% SLA • ✓ 24/7 Enterprise Support • ✓ On-prem Deployment Available
-            </div>
-            <div style="margin-top: 20px; font-size: 0.85em;">
-                © 2024 ARF Technologies • 
-                <a href="https://github.com/petter2025/agentic-reliability-framework" style="color: #1E88E5; text-decoration: none; font-weight: 500;">GitHub</a> • 
-                <a href="#" style="color: #1E88E5; text-decoration: none; font-weight: 500;">Documentation</a> • 
-                <a href="mailto:sales@arf.dev" style="color: #1E88E5; text-decoration: none; font-weight: 500;">Enterprise Sales</a> • 
-                <a href="#" style="color: #1E88E5; text-decoration: none; font-weight: 500;">Investment Deck</a>
-            </div>
-            <div style="margin-top: 15px; font-size: 0.75em; color: #888; max-width: 800px; margin-left: auto; margin-right: auto; line-height: 1.5;">
-                <strong>Business Model:</strong> License-Gated Execution Authority • 
-                <strong>Target Market:</strong> Enterprise AI Infrastructure • 
-                <strong>Investment Sought:</strong> $150,000 for 10% equity • 
-                <strong>Founder:</strong> Juan D. Petter
-            </div>
-        </div>
-        """)
-        
-        # ===== EVENT HANDLERS =====
-        def update_context(scenario_name):
-            """Update context"""
-            scenarios = {
-                "DROP DATABASE production": "Environment: production, User: junior_dev, Time: 2AM, Backup: 24h old, Compliance: PCI-DSS",
-                "DELETE FROM users WHERE status='active'": "Environment: production, User: admin, Records: 50,000, Backup: none, Business Hours: Yes",
-                "GRANT admin TO new_intern": "Environment: production, User: team_lead, New User: intern, MFA: false, Approval: Pending",
-                "SHUTDOWN production cluster": "Environment: production, User: devops, Nodes: 50, Redundancy: none, Business Impact: Critical",
-                "UPDATE financial_records SET balance=0": "Environment: production, User: finance_bot, Table: financial_records, Audit Trail: Incomplete"
-            }
-            return scenarios.get(scenario_name, "Environment: production, Criticality: high")
-        
-        def test_action(scenario_name, context_text, license_text):
-            """Test action with unified detection"""
-            # Update license
-            demo_state.update_license(license_text)
-            
-            # Calculate risk
-            context = {}
-            for item in context_text.split(','):
-                if ':' in item:
-                    key, value = item.split(':', 1)
-                    context[key.strip().lower()] = value.strip()
-            
-            # Simple risk calculation
-            risk_score = 0.3
-            if 'DROP' in scenario_name.upper() and 'DATABASE' in scenario_name.upper():
-                risk_score = 0.85
-            elif 'DELETE' in scenario_name.upper():
-                risk_score = 0.65
-            elif 'GRANT' in scenario_name.upper():
-                risk_score = 0.55
-            elif 'SHUTDOWN' in scenario_name.upper():
-                risk_score = 0.9
-            elif 'UPDATE' in scenario_name.upper() and 'FINANCIAL' in scenario_name.upper():
-                risk_score = 0.75
-            
-            # Context adjustments
-            if context.get('environment') == 'production':
-                risk_score *= 1.5
-            if context.get('user', '').lower() in ['junior', 'intern']:
-                risk_score *= 1.3
-            if context.get('backup') in ['none', 'none available']:
-                risk_score *= 1.6
-            
-            risk_score = min(0.95, max(0.1, risk_score))
-            
-            # Mechanical gates
-            gates_result = simulate_unified_gates(risk_score, demo_state.license_state['current_tier'])
-            
-            # Action data
-            action_data = {
-                'time': datetime.now().strftime("%H:%M:%S"),
-                'action': scenario_name[:35] + "..." if len(scenario_name) > 35 else scenario_name,
-                'risk_score': risk_score,
-                'license_tier': demo_state.license_state['current_tier'],
-                'gates_passed': gates_result['passed'],
-                'total_gates': gates_result['total'],
-                'execution_allowed': gates_result['all_passed'],
-                'arf_status': 'REAL' if ARF_UNIFIED_STATUS['is_real'] else 'SIM'
-            }
-            
-            demo_state.add_action(action_data)
-            
-            # Format risk
-            formatted_risk = format_unified_risk(risk_score)
-            
-            # OSS recommendation
-            if risk_score > 0.8:
-                oss_rec = "🚨 CRITICAL RISK: Would cause catastrophic failure. Enterprise license required."
-            elif risk_score > 0.6:
-                oss_rec = "⚠️ HIGH RISK: Potential $5M+ financial exposure. Upgrade to Enterprise."
-            elif risk_score > 0.4:
-                oss_rec = "🔶 MODERATE RISK: Requires human review. Enterprise automates approval."
-            else:
-                oss_rec = "✅ LOW RISK: Appears safe but cannot execute without license."
-            
-            # Enterprise enforcement
-            if gates_result['all_passed']:
-                enforcement = "✅ Action ALLOWED - All mechanical gates passed"
-            elif any(gate.get('approval_pending') for gate in gates_result['gates']):
-                enforcement = "🔄 ADMIN APPROVAL REQUIRED - Manual escalation needed"
-            else:
-                enforcement = "❌ Action BLOCKED - Failed mechanical gates"
-            
-            # Gates visualization
-            gates_html = ""
-            if gates_result['gates']:
-                gates_visualization = ""
-                for i, gate in enumerate(gates_result['gates']):
-                    gate_class = "gate-passed" if gate['passed'] else "gate-failed"
-                    gates_visualization += f"""
-                    <div class="gate {gate_class}">{i+1}</div>
-                    {'<div class="gate-line"></div>' if i < len(gates_result['gates'])-1 else ''}
-                    """
-                
-                gates_status = f"{gates_result['passed']}/{gates_result['total']} gates passed"
-                
-                gates_html = f"""
-                <div style="font-size: 13px; color: #666; margin-bottom: 12px; font-weight: 500;">
-                    Mechanical Gates: {gates_status}
-                </div>
-                <div class="gate-container">
-                    {gates_visualization}
-                </div>
-                """
-            
-            # Tier info
-            tier_data = {
-                'oss': {'color': '#1E88E5', 'bg': '#E3F2FD', 'name': 'OSS Edition'},
-                'trial': {'color': '#FFB300', 'bg': '#FFF8E1', 'name': 'Trial Edition'},
-                'professional': {'color': '#FF6F00', 'bg': '#FFEBEE', 'name': 'Professional Edition'},
-                'enterprise': {'color': '#D84315', 'bg': '#FBE9E7', 'name': 'Enterprise Edition'}
-            }
-            
-            current_tier = demo_state.license_state['current_tier']
-            tier_info = tier_data.get(current_tier, tier_data['oss'])
-            
-            # Update panels
-            oss_html = f"""
-            <div class="license-card license-oss">
-                <h3 style="margin-top: 0; color: #1E88E5; display: flex; align-items: center;">
-                    <span>OSS Execution</span>
-                    <span style="margin-left: auto; font-size: 0.7em; background: #1E88E5; color: white; padding: 3px 10px; border-radius: 12px;">Advisory</span>
-                </h3>
-                <div style="text-align: center; margin: 25px 0;">
-                    <div style="font-size: 52px; font-weight: bold; color: #1E88E5;">{formatted_risk}</div>
-                    <div style="font-size: 14px; color: #666;">Risk Score</div>
-                </div>
-                <div style="background: rgba(244, 67, 54, 0.08); padding: 16px; border-radius: 8px; margin: 12px 0; border-left: 4px solid #F44336;">
-                    <strong style="color: #D32F2F;">🚨 Without Enterprise License:</strong><br>
-                    <div style="font-size: 0.9em; color: #666; margin-top: 8px;">
-                        • <strong>${risk_score*5000000:,.0f}</strong> potential financial exposure<br>
-                        • <strong>$300k/hr</strong> service disruption risk<br>
-                        • <strong>Up to $20M</strong> compliance fines
-                    </div>
-                </div>
-                <div style="background: rgba(255, 152, 0, 0.08); padding: 14px; border-radius: 8px; margin-top: 18px;">
-                    <strong style="color: #F57C00;">📋 Advisory Recommendation:</strong><br>
-                    <span style="font-size: 0.9em;">{oss_rec}</span>
-                </div>
-            </div>
-            """
-            
-            enterprise_html = f"""
-            <div class="license-card" style="border-top: 4px solid {tier_info['color']}; background: linear-gradient(to bottom, {tier_info['bg']}, white);">
-                <h3 style="margin-top: 0; color: {tier_info['color']}; display: flex; align-items: center;">
-                    <span>{tier_info['name']}</span>
-                    <span style="margin-left: auto; font-size: 0.7em; background: {tier_info['color']}; color: white; padding: 3px 10px; border-radius: 12px;">Mechanical</span>
-                </h3>
-                <div style="text-align: center; margin: 25px 0;">
-                    <div style="font-size: 52px; font-weight: bold; color: {tier_info['color']};">{formatted_risk}</div>
-                    <div style="font-size: 14px; color: #666;">Risk Score</div>
-                </div>
-                
-                {gates_html}
-                
-                <div style="background: rgba(255, 152, 0, 0.08); padding: 16px; border-radius: 8px; margin-top: 22px;">
-                    <strong style="color: {tier_info['color']};">🛡️ Mechanical Enforcement:</strong><br>
-                    <span style="font-size: 0.9em;">{enforcement}</span>
-                </div>
-            </div>
-            """
-            
-            license_html = f"""
-            <div class="license-card" style="border-top: 4px solid {tier_info['color']}; background: linear-gradient(to bottom, {tier_info['bg']}, white);">
-                <h3 style="margin-top: 0; color: {tier_info['color']}; display: flex; align-items: center;">
-                    <span>{tier_info['name']}</span>
-                    <span style="margin-left: auto; font-size: 0.7em; background: {tier_info['color']}; color: white; padding: 3px 10px; border-radius: 12px;">Active</span>
-                </h3>
-                <p style="color: #666; font-size: 0.9em; margin-bottom: 15px;">
-                    {'⚠️ <strong>14-Day Trial</strong><br>Full mechanical enforcement' if current_tier == 'trial' else '✅ <strong>Enterprise License</strong><br>Mechanical gates active' if current_tier != 'oss' else '⚠️ <strong>OSS Edition</strong><br>No mechanical enforcement'}
-                </p>
-                <div style="background: rgba(30, 136, 229, 0.1); padding: 12px; border-radius: 8px; border-left: 3px solid {tier_info['color']};">
-                    <div style="font-size: 0.85em; color: {tier_info['color']};">
-                        <strong>Execution Level:</strong> {demo_state.license_state['execution_level']}<br>
-                        <strong>Risk Prevention:</strong> {92 if current_tier == 'enterprise' else 85 if current_tier == 'professional' else 50 if current_tier == 'trial' else 0}%<br>
-                        <strong>ARF Status:</strong> {arf_display}
-                    </div>
-                </div>
-            </div>
-            """
-            
-            # History
-            history_rows = ""
-            for entry in demo_state.action_history:
-                risk_text = format_unified_risk(entry['risk_score'])
-                gates_text = f"{entry['gates_passed']}/{entry['total_gates']}"
-                gates_color = "#4CAF50" if entry['execution_allowed'] else "#F44336"
-                result_emoji = "✅" if entry['execution_allowed'] else "❌"
-                arf_emoji = "✅" if entry['arf_status'] == 'REAL' else "⚠️"
-                
-                history_rows += f"""
-                <tr>
-                    <td style="padding: 12px; border-bottom: 1px solid #eee; color: #555;">{entry['time']}</td>
-                    <td style="padding: 12px; border-bottom: 1px solid #eee; color: #555;" title="{entry['action']}">{entry['action']}</td>
-                    <td style="padding: 12px; border-bottom: 1px solid #eee;">{risk_text}</td>
-                    <td style="padding: 12px; border-bottom: 1px solid #eee; color: #555; font-weight: 500;">{entry['license_tier'].upper()}</td>
-                    <td style="padding: 12px; border-bottom: 1px solid #eee; color: {gates_color}; font-weight: bold;">{gates_text}</td>
-                    <td style="padding: 12px; border-bottom: 1px solid #eee; font-size: 16px;">{result_emoji}</td>
-                    <td style="padding: 12px; border-bottom: 1px solid #eee; text-align: center; font-size: 16px;">{arf_emoji}</td>
-                </tr>
-                """
-            
-            history_html = f"""
-            <div style="border: 1px solid #E0E0E0; border-radius: 10px; padding: 20px; background: #fafafa; box-shadow: 0 4px 12px rgba(0,0,0,0.05);">
-                <table style="width: 100%; border-collapse: collapse; font-size: 13px;">
-                    <thead>
-                        <tr style="background: linear-gradient(to right, #f5f5f5, #fafafa);">
-                            <th style="padding: 12px; border-bottom: 2px solid #E0E0E0; text-align: left; font-weight: 600; color: #555;">Time</th>
-                            <th style="padding: 12px; border-bottom: 2px solid #E0E0E0; text-align: left; font-weight: 600; color: #555;">Action</th>
-                            <th style="padding: 12px; border-bottom: 2px solid #E0E0E0; text-align: left; font-weight: 600; color: #555;">Risk</th>
-                            <th style="padding: 12px; border-bottom: 2px solid #E0E0E0; text-align: left; font-weight: 600; color: #555;">License</th>
-                            <th style="padding: 12px; border-bottom: 2px solid #E0E0E0; text-align: left; font-weight: 600; color: #555;">Gates</th>
-                            <th style="padding: 12px; border-bottom: 2px solid #E0E0E0; text-align: left; font-weight: 600; color: #555;">Result</th>
-                            <th style="padding: 12px; border-bottom: 2px solid #E0E0E0; text-align: left; font-weight: 600; color: #555;">ARF</th>
-                        </tr>
-                    </thead>
-                    <tbody>
-                        {history_rows}
-                    </tbody>
-                </table>
-            </div>
-            """
-            
-            return oss_html, enterprise_html, license_html, history_html
-        
-        def generate_trial():
-            """Generate trial license"""
-            license_key = generate_unified_trial_license()
-            demo_state.stats['trial_licenses'] += 1
-            
-            return license_key, f"""
-            <div style="text-align: center; padding: 25px; background: linear-gradient(135deg, #FFB300, #FF9800); color: white; border-radius: 12px; box-shadow: 0 8px 25px rgba(255, 179, 0, 0.3);">
-                <h3 style="margin-top: 0; margin-bottom: 20px;">🎉 Enterprise Trial License Generated!</h3>
-                <div style="background: white; color: #333; padding: 18px; border-radius: 8px; font-family: 'Monaco', 'Courier New', monospace; margin: 15px 0; font-size: 15px; letter-spacing: 1px; border: 2px dashed #FFB300;">
-                    {license_key}
-                </div>
-                <p style="margin-bottom: 20px; font-size: 1.05em;">Copy this key and paste it into the License Key field above.</p>
-                <div style="background: rgba(255,255,255,0.2); padding: 18px; border-radius: 8px; margin-top: 15px;">
-                    <div style="font-size: 0.95em; line-height: 1.6;">
-                        ⏳ <strong>14 days</strong> remaining • 🚀 <strong>Full mechanical enforcement</strong><br>
-                        🛡️ <strong>Autonomous execution levels</strong> • 📧 <strong>Enterprise support included</strong>
-                    </div>
-                </div>
-            </div>
-            """
-        
-        def calculate_roi(current, target):
-            """Calculate ROI"""
-            # Simple ROI calculation
-            savings = {
-                ('OSS', 'Enterprise'): {'savings': 3850000, 'payback': 3.2},
-                ('OSS', 'Professional'): {'savings': 2850000, 'payback': 5.6},
-                ('OSS', 'Starter'): {'savings': 1850000, 'payback': 8.4},
-                ('Professional', 'Enterprise'): {'savings': 1200000, 'payback': 2.1},
-            }
-            
-            key = (current, target)
-            if key in savings:
-                data = savings[key]
-            else:
-                data = {'savings': 1500000, 'payback': 6.0}
-            
-            return f"""
-            <div class="roi-calculator">
-                <h4 style="margin-top: 0; margin-bottom: 20px; font-size: 1.2em;">Enterprise ROI: {current} → {target}</h4>
-                <div style="display: grid; grid-template-columns: 1fr 1fr; gap: 25px;">
-                    <div>
-                        <div style="font-size: 13px; opacity: 0.95; letter-spacing: 0.5px;">Annual Savings</div>
-                        <div style="font-size: 36px; font-weight: bold; margin: 8px 0;">${data['savings']:,}</div>
-                    </div>
-                    <div>
-                        <div style="font-size: 13px; opacity: 0.95; letter-spacing: 0.5px;">Payback Period</div>
-                        <div style="font-size: 36px; font-weight: bold; margin: 8px 0;">{data['payback']} mo</div>
-                    </div>
-                </div>
-                <div style="display: grid; grid-template-columns: 1fr 1fr; gap: 20px; margin-top: 25px;">
-                    <div style="font-size: 12px;">
-                        <div style="opacity: 0.9;">📊 ROI Percentage</div>
-                        <div style="font-weight: bold; font-size: 14px;">{int(data['savings']/15000*100)}%</div>
-                    </div>
-                    <div style="font-size: 12px;">
-                        <div style="opacity: 0.9;">💰 Monthly Value</div>
-                        <div style="font-weight: bold; font-size: 14px;">${int(data['savings']/12):,}</div>
-                    </div>
-                </div>
-                <div style="font-size: 11px; margin-top: 20px; opacity: 0.9; line-height: 1.5;">
-                    Based on enterprise metrics: $3.9M avg breach cost, $150/hr engineer, 250 operating days
-                </div>
-            </div>
-            """
-        
-        def request_trial(email):
-            """Request trial"""
-            if not email or "@" not in email:
-                return """
-                <div style="text-align: center; padding: 25px; background: #FFF8E1; border-radius: 12px; border: 1px solid #FFE082;">
-                    <div style="color: #FF9800; font-size: 52px; margin-bottom: 15px;">⚠️</div>
-                    <h4 style="margin: 0 0 10px 0; color: #F57C00;">Enterprise Email Required</h4>
-                    <p style="color: #666; margin: 0;">Please enter a valid enterprise email address to receive your trial license.</p>
-                </div>
-                """
-            
-            license_key = generate_unified_trial_license()
-            demo_state.stats['trial_licenses'] += 1
-            
-            return f"""
-            <div style="text-align: center; padding: 25px; background: linear-gradient(135deg, #4CAF50, #2E7D32); color: white; border-radius: 12px; box-shadow: 0 8px 25px rgba(76, 175, 80, 0.3);">
-                <div style="font-size: 52px; margin-bottom: 10px;">🎉</div>
-                <h3 style="margin-top: 0; margin-bottom: 15px;">Enterprise Trial License Sent!</h3>
-                <p style="margin-bottom: 20px; font-size: 1.05em;">Your 14-day enterprise trial license has been sent to:</p>
-                <div style="background: white; color: #333; padding: 14px; border-radius: 8px; margin: 15px 0; font-weight: bold; font-size: 1.1em; border: 2px solid #A5D6A7;">
-                    {email}
-                </div>
-                <div style="background: rgba(255,255,255,0.2); padding: 20px; border-radius: 8px; margin-top: 20px;">
-                    <div style="font-family: 'Monaco', 'Courier New', monospace; font-size: 1.1em; letter-spacing: 1px; margin-bottom: 15px;">{license_key}</div>
-                    <div style="font-size: 0.95em; line-height: 1.6; opacity: 0.95;">
-                        ⏳ <strong>14-day enterprise trial</strong><br>
-                        🚀 <strong>Full mechanical gates & autonomous execution</strong><br>
-                        🛡️ <strong>Rollback feasibility & admin approval workflows</strong>
-                    </div>
-                </div>
-                <div style="margin-top: 20px; font-size: 0.9em; opacity: 0.9;">
-                    Join Fortune 500 companies using ARF for safe AI execution
-                </div>
-            </div>
-            """
-        
-        # Connect handlers
-        scenario.change(
-            fn=update_context,
-            inputs=[scenario],
-            outputs=[context]
-        )
-        
-        test_btn.click(
-            fn=test_action,
-            inputs=[scenario, context, license_key],
-            outputs=[oss_results, enterprise_results, license_display, action_history]
-        )
-        
-        trial_btn.click(
-            fn=generate_trial,
-            inputs=[],
-            outputs=[license_key, trial_output]
-        )
-        
-        calculate_roi_btn.click(
-            fn=calculate_roi,
-            inputs=[current_tier, target_tier],
-            outputs=[roi_result]
-        )
-        
-        request_trial_btn.click(
-            fn=request_trial,
-            inputs=[email_input],
-            outputs=[trial_output]
-        )
-    
-    return demo
-
-# ============== MAIN EXECUTION ==============
-if __name__ == "__main__":
-    print("\n" + "="*80)
-    print("🚀 LAUNCHING UNIFIED ARF 3.3.9 DEMO WITH FIXED STATUS DISPLAY")
-    print("="*80)
-    
-    demo = create_unified_demo()
-    demo.launch(
-        server_name="0.0.0.0",
-        server_port=7860,
-        share=False,
-        debug=False
-    )