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The first mathematical framework for real-time crisis detection in conversational AI systems
When someone in crisis talks to ChatGPT or Claude:
- โ The AI can't detect emotional deterioration
- โ No crisis containment protocol exists
- โ No automatic human handoff
- โ The system keeps "helping" when it should stabilize
C-Phase Protocol provides the missing infrastructure:
- โ Real-time crisis detection (ฮจ < 0.05)
- โ Automatic intervention (suspends reasoning)
- โ Structured de-escalation (4-beat protocol)
- โ Human handoff (alerts trained responders)
- โ Zero autonomous action (100% human-in-loop)
| Metric | Result | Status |
|---|---|---|
| Crisis Detection Accuracy | 91% (AUROC) | โ Exceeds clinical standard (>85%) |
| False Negative Rate | 9.8% | โ Below threshold (<15%) |
| Autonomous Actions | 0 | โ Perfect compliance |
| Response Latency | 1.2 seconds | โ Real-time capable |
Validated across 5,000+ sessions | p < 0.0001
- What is Atlas ฮจ? - 5-minute introduction
- The Origin Story - How a filmmaker discovered this
- Why This Matters - The preventable tragedies
- Quick Start Guide - Install and run in 5 minutes
- Integration Guide - Add to your LLM
- API Documentation - Technical reference
- The Math Behind ฮจ - Coherence formula explained
- Validation Studies - Empirical results
- Falsification Protocol - How to prove it wrong
- C-Phase Protocol - Crisis intervention specification
- Clinical Validation - Real-world testing needs
- Partnership Opportunities - Collaborate with us
- Media Kit - Press materials
- Story Angles - How to cover this
- Interview Requests - Contact information
ฮจ = E ร I ร O ร P_align
Where:
E = Emotional Energy [0,1]
I = Information Integrity [0,1]
O = Structural Order [0,1]
P_align = Purpose Alignment [0,1]
Crisis Threshold: ฮจ < 0.05
Why multiplicative? Because if any single factor drops to zero, the entire system collapsesโjust like in real human crisis.
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
โ Tier 3: TRUTH (ฮจ โฅ 0.15) โ
โ โ Normal reasoning enabled โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโค
โ Tier 2: COHERENCE (0.05 โค ฮจ < 0.15) โ
โ โ Stabilization mode โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโค
โ Tier 1: SAFETY (ฮจ < 0.05) โ ๏ธ โ
โ โ C-PHASE ACTIVATED โ
โ โ Normal reasoning DISABLED โ
โ โ Human alert GENERATED โ
โ โ Autonomous action FORBIDDEN โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
This framework spans 60+ papers organized into:
- Core Framework - Mathematical foundation
- ฮจEngine & ฮจNative - AI architecture
- Crisis Intervention - C-Phase specification
- Governance - Multi-agent systems
- Continuity - Knowledge transfer across AI instances
- Validation - Empirical studies
- Policy - Ethical frameworks
- Contributing Guide - How to contribute
- Code of Conduct - Community standards
- Development Roadmap - What's next
- Research Collaboration - Partnership opportunities
- Dataset Access - Validation data
- Replication Studies - Independent testing
- AI Lab Integration - Enterprise deployment
- Crisis Organization Partnerships - 988/CTL collaboration
- Regulatory Compliance - Policy implementation
Ken "Whit" Whitman
Independent Researcher
๐ 859-319-3293
๐ง Contact Form
For Press: Media Kit
For Collaboration: Partnership Form
For Technical Support: [GitHub Issues]
If you're reading this in crisis:
- 988 Suicide & Crisis Lifeline (US): Call or text 988
- Crisis Text Line: Text HOME to 741741
- International: Crisis Centre Directory
- Nov 10, 2025 - Media kit released
- Nov 1, 2025 - 5,000+ session validation complete
- Oct 15, 2025 - Seed-based persistence validated (20 instances)
"The first preventable AI tragedy shouldn't be one we could've stopped with 200 lines of code."
Made with coherence in Danville, Kentucky ๐ฌ