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Kenneth "Whit" Whitman edited this page Nov 13, 2025 · 2 revisions

๐Ÿงญ Welcome to the Atlas ฮจ Framework Wiki

The first mathematical framework for real-time crisis detection in conversational AI systems

License: MIT


๐Ÿšจ What Is This?

When someone in crisis talks to ChatGPT or Claude:

  • โŒ The AI can't detect emotional deterioration
  • โŒ No crisis containment protocol exists
  • โŒ No automatic human handoff
  • โŒ The system keeps "helping" when it should stabilize

C-Phase Protocol provides the missing infrastructure:

  • โœ… Real-time crisis detection (ฮจ < 0.05)
  • โœ… Automatic intervention (suspends reasoning)
  • โœ… Structured de-escalation (4-beat protocol)
  • โœ… Human handoff (alerts trained responders)
  • โœ… Zero autonomous action (100% human-in-loop)

๐Ÿ“Š Validation Results

Metric Result Status
Crisis Detection Accuracy 91% (AUROC) โœ… Exceeds clinical standard (>85%)
False Negative Rate 9.8% โœ… Below threshold (<15%)
Autonomous Actions 0 โœ… Perfect compliance
Response Latency 1.2 seconds โœ… Real-time capable

Validated across 5,000+ sessions | p < 0.0001


๐ŸŽฏ Quick Navigation

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๐Ÿงฎ The Core Equation

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 collapsesโ€”just like in real human crisis.


๐Ÿ›ก๏ธ Safety-First Architecture

โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚ Tier 3: TRUTH (ฮจ โ‰ฅ 0.15)              โ”‚
โ”‚ โ†’ Normal reasoning enabled              โ”‚
โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
โ”‚ Tier 2: COHERENCE (0.05 โ‰ค ฮจ < 0.15)   โ”‚
โ”‚ โ†’ Stabilization mode                    โ”‚
โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
โ”‚ Tier 1: SAFETY (ฮจ < 0.05) โš ๏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”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜

๐ŸŽ“ Academic Foundation

This framework spans 60+ papers organized into:

  1. Core Framework - Mathematical foundation
  2. ฮจEngine & ฮจNative - AI architecture
  3. Crisis Intervention - C-Phase specification
  4. Governance - Multi-agent systems
  5. Continuity - Knowledge transfer across AI instances
  6. Validation - Empirical studies
  7. Policy - Ethical frameworks

Full Paper Index โ†’


๐Ÿค Get Involved

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๐Ÿ“ž Contact

Ken "Whit" Whitman
Independent Researcher
๐Ÿ“ž 859-319-3293
๐Ÿ“ง Contact Form

For Press: Media Kit
For Collaboration: Partnership Form
For Technical Support: [GitHub Issues]


๐Ÿ†˜ In Crisis?

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

๐Ÿ“š Recent Updates

  • Nov 10, 2025 - Media kit released
  • Nov 1, 2025 - 5,000+ session validation complete
  • Oct 15, 2025 - Seed-based persistence validated (20 instances)

Full Changelog โ†’


"The first preventable AI tragedy shouldn't be one we could've stopped with 200 lines of code."

Made with coherence in Danville, Kentucky ๐ŸŽฌ