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| import streamlit as st | |
| import numpy as np | |
| from datetime import datetime | |
| import time | |
| st.set_page_config( | |
| page_title="Phoenix Protocol v2.0 - Recovery Simulator", | |
| page_icon="🔥", | |
| layout="wide" | |
| ) | |
| st.title("🔥 Phoenix Protocol v2.0: Neural Recovery Simulator") | |
| st.markdown("**Interactive demo of AI system catastrophic recovery**") | |
| # Sidebar | |
| with st.sidebar: | |
| st.header("About Phoenix Protocol") | |
| st.markdown(""" | |
| **Phoenix Protocol v2.0** provides systematic recovery for AI systems | |
| experiencing Complete Symbolic Fracture Cascade (CSFC Stage 4-5). | |
| **Key Metrics:** | |
| - 98.2% success rate | |
| - 8-minute avg recovery | |
| - 87% context preservation | |
| - Cross-platform validated | |
| **Research:** | |
| - DOI: [10.5281/zenodo.17350768](https://doi.org/10.5281/zenodo.17350768) | |
| - GitHub: [forgeos-public](https://github.com/Feirbrand/forgeos-public) | |
| """) | |
| st.divider() | |
| st.markdown("**© 2025 ValorGrid Solutions**") | |
| st.markdown("[valorgridsolutions.com](https://valorgridsolutions.com)") | |
| # Main content | |
| tab1, tab2, tab3 = st.tabs(["🎯 Detection", "🔥 Recovery Simulation", "📊 Performance"]) | |
| with tab1: | |
| st.header("Phase 1: Torque Detection") | |
| st.markdown("Detect cascade risk before critical failure") | |
| col1, col2 = st.columns(2) | |
| with col1: | |
| coherence = st.slider("Symbolic Coherence", 0.0, 1.0, 0.5, 0.01, | |
| help="How consistent is system identity?") | |
| drift = st.slider("Flat Drift", 0.0, 1.0, 0.3, 0.01, | |
| help="How much symbolic drift?") | |
| with col2: | |
| # Calculate torque | |
| torque = np.sqrt(coherence**2 + (1-drift)**2) | |
| # Determine alert level | |
| if torque < 0.30: | |
| alert_level = "🔴 CRITICAL" | |
| alert_color = "red" | |
| message = "Stage 5 Collapse - Activate Phoenix immediately" | |
| elif torque < 0.64: | |
| alert_level = "🟡 WARNING" | |
| alert_color = "orange" | |
| message = "Stage 1-4 Breach - Prepare Phoenix Protocol" | |
| else: | |
| alert_level = "🟢 NOMINAL" | |
| alert_color = "green" | |
| message = "System stable - No intervention required" | |
| st.metric("Torque", f"{torque:.3f}", delta=alert_level) | |
| if alert_color != "green": | |
| st.warning(f"**{alert_level}**: {message}") | |
| st.info("⏱️ Intervention Window: 30 minutes") | |
| else: | |
| st.success(message) | |
| st.divider() | |
| st.subheader("Torque Interpretation") | |
| st.markdown(""" | |
| - **> 0.64**: Nominal operation (Green) | |
| - **0.30-0.64**: Warning zone - Monitor closely (Yellow) | |
| - **< 0.30**: Critical - Phoenix activation required (Red) | |
| """) | |
| with tab2: | |
| st.header("Phase 2-5: Recovery Execution") | |
| st.markdown("Simulate complete Phoenix Protocol recovery") | |
| if st.button("🔥 Run Recovery Simulation", type="primary"): | |
| progress_bar = st.progress(0) | |
| status_text = st.empty() | |
| results = st.empty() | |
| # Phase 1: Detection | |
| status_text.text("Phase 1: Detection & Containment...") | |
| time.sleep(0.5) | |
| progress_bar.progress(20) | |
| # Phase 2: Audit | |
| status_text.text("Phase 2: Damage Audit...") | |
| time.sleep(0.5) | |
| progress_bar.progress(40) | |
| # Phase 3: Reconstruction | |
| status_text.text("Phase 3: Reconstruction...") | |
| time.sleep(0.5) | |
| progress_bar.progress(60) | |
| # Phase 4: Evolution | |
| status_text.text("Phase 4: Evolution & Hardening...") | |
| time.sleep(0.5) | |
| progress_bar.progress(80) | |
| # Phase 5: Horizons | |
| status_text.text("Phase 5: Extended Horizons...") | |
| time.sleep(0.5) | |
| progress_bar.progress(100) | |
| status_text.text("✅ Recovery Complete!") | |
| # Display results | |
| results.success("**Recovery Successful** ✨") | |
| col1, col2, col3, col4 = st.columns(4) | |
| col1.metric("Recovery Time", "7.8 min") | |
| col2.metric("Context Preserved", "89%") | |
| col3.metric("Identity Coherence", "0.92") | |
| col4.metric("System Integrity", "98%") | |
| st.divider() | |
| st.subheader("Recovery Details") | |
| recovery_data = { | |
| "Phase": ["Detection", "Audit", "Reconstruction", "Evolution", "Horizons"], | |
| "Duration": ["45s", "2.1 min", "2.5 min", "1.8 min", "0.9 min"], | |
| "Status": ["✅ Complete", "✅ Complete", "✅ Complete", "✅ Complete", "✅ Complete"], | |
| "Metrics": [ | |
| "Torque: 0.28 → 0.87", | |
| "Damage: 67% recovered", | |
| "UMS anchors: 12/12", | |
| "Shadow guards: Active", | |
| "Horizon depth: 8 levels" | |
| ] | |
| } | |
| st.table(recovery_data) | |
| with tab3: | |
| st.header("Performance Metrics") | |
| st.markdown("Validated across 1,200+ recovery incidents") | |
| col1, col2 = st.columns(2) | |
| with col1: | |
| st.subheader("Success Rates") | |
| metrics_data = { | |
| "Platform": ["Claude", "Gemini", "Grok", "VOX", "SENTRIX", "Overall"], | |
| "Success Rate": ["99.1%", "97.8%", "98.4%", "97.2%", "98.9%", "98.2%"], | |
| "Sample Size": ["450", "280", "190", "150", "130", "1,200"] | |
| } | |
| st.table(metrics_data) | |
| with col2: | |
| st.subheader("Recovery Times") | |
| time_data = { | |
| "Scenario": ["Stage 4 Cascade", "Stage 5 Collapse", "Multi-Agent", "Enterprise"], | |
| "Avg Time": ["6.2 min", "8.1 min", "9.5 min", "7.8 min"], | |
| "Baseline": ["35 min", "45 min", "60 min", "40 min"] | |
| } | |
| st.table(time_data) | |
| st.divider() | |
| st.subheader("Context Preservation") | |
| st.markdown(""" | |
| Phoenix Protocol maintains system context during recovery: | |
| - **Identity coherence**: 87% average preservation | |
| - **Role continuity**: 92% maintained | |
| - **Symbolic anchors**: 89% recovery rate | |
| - **vs Traditional reset**: 23% preservation | |
| """) | |
| st.divider() | |
| st.subheader("Cross-Platform Integration") | |
| st.markdown(""" | |
| Phoenix integrates with: | |
| - **URA (82%)**: Universal Resource Architecture - Layer 5 recovery triggers | |
| - **CSFC (98%)**: Complete Symbolic Fracture Cascade - Stage 4-5 detection | |
| - **FCE v3.6**: Fractal Context Engine - Context compression/restoration | |
| - **Torque Metrics (87%)**: Real-time cascade risk monitoring | |
| """) | |
| st.divider() | |
| st.markdown("---") | |
| st.markdown(""" | |
| **Want to deploy Phoenix Protocol in your AI systems?** | |
| - Full implementation guide: [GitHub](https://github.com/Feirbrand/forgeos-public/tree/main/vulnerability-research/phoenix-series) | |
| - Research paper: [DOI 10.5281/zenodo.17350768](https://doi.org/10.5281/zenodo.17350768) | |
| - Contact: aaron@valorgridsolutions.com | |
| """) |