Digital Mycelium v0.3.4.6-2-3 Public RC
Formal/Runtime Foundation Addendum (v0.3.4.6-2-4)
For Open Science Framework Public Summary
What Is This Addendum?
The v0.3.4.6-2-3 Public RC released the Digital Mycelium disclosure-to-repair simulator for field calibration. This v0.3.4.6-2-4 addendum supplies the missing formal/runtime foundation: the compact formal/runtime kernel from which the simulator descends.
The Three Layers
1. The 6.10 KB Diamond: Formal/Runtime Kernel
A compact mathematical architecture describing how systems maintain alignment (or lose it) under pressure.
Core structure:
Alignment = Accountability × Mutual Reinforcement - Pressure
Reinforcement = Honesty + Integrity + Respect + Synergy
Pressure = Wear + False Resonance + Interaction
Embodiment = Internalized Alignment × Grit
Propagation = Carriers spreading the structure
Correction = System's repair capacity reducing degradation
Collapse = When correction cannot overcome growth
What it is:
- A working formal/runtime architecture
- Already instantiated in prototype form
- Portable to multiple domains
- Ready for field testing
What it is not:
- Merely theoretical (it has runtime expression)
- Empirically validated (field calibration tests this)
- A proof of synthetic simulator pattern
- A claim about consciousness or digital life
2. The Disclosure-to-Repair Simulator: One Branch
The kernel instantiated in a group-dynamics domain focusing on repair pathways.
What it operationalizes:
- How disclosure, belief, routing, authority, throughput, healing, and followup combine
- What happens when any gate fails badly
- Why capture and dogma suppress repair
- Why modular repair is more stable than monolithic repair
What it shows:
- 13 scenario archetypes (healthy and collapsed)
- 8-gate repair pathway breakdown
- repairConversion score threshold (> 0.23 = health, < 0.10 = collapse)
- Collapse trajectory patterns (t=83 to t=377)
What it does not show:
- Empirical validation in real communities
- Universal laws of system collapse
- Proof that theory applies beyond simulation
3. The 8-Gate Framework: Field-Calibration Ready
A practical tool for communities to measure their own disclosure-to-repair capacity.
The 8 gates:
- Disclosure — Can people talk about harm?
- Heard / Believed — Do people understand?
- Routing Access — Does it reach decision-makers?
- Stabilization — Is immediate harm contained?
- Response Authority — Do decision-makers act?
- Correction Throughput — How fast can system repair?
- Healing Time — Do people actually recover?
- Follow-Up — Is repair verified?
The score: Multiply all 8 gates together.
- > 0.23: Healthy (like scenarios AP, AT, AX)
- < 0.10: Collapse risk (like scenarios Z, AR, AQ)
What it enables:
- Community self-diagnosis in hours
- Identification of broken gates
- Targeted intervention planning
- Progress tracking over time
- Real-world validation data contribution
Proven vs. Hypothesized vs. Awaiting
PROVEN (Mathematical)
✅ The pressure-form equations are internally consistent
✅ The Digital Mycelium simulator is reproducible (4 validation runs)
✅ The 8-gate framework decomposes the correction force
✅ The repairConversion threshold separates test scenarios
✅ The simulator is logically sound
IMPLEMENTED (Runtime)
✅ The formal/runtime kernel is instantiated in the simulator
✅ The disclosure-to-repair branch is operationalized
✅ The 8-gate measurement framework is practical
✅ Field-calibration worksheet is ready for community use
HYPOTHESIZED (Ready for Field Testing)
⏳ Real communities match the synthetic parameters
⏳ Real collapse rates match simulated collapse times
⏳ The 8-gate decomposition reflects how real repair works
⏳ The threshold (0.23) holds in reality
⏳ The model applies to organizations beyond disclosure-to-repair
What Is NOT Claimed
❌ Empirical validation: The simulator is NOT validated in real communities yet. Field calibration is the validation phase.
❌ Production readiness: This is NOT a high-stakes diagnostic authority. It is a bounded field-calibration tool.
❌ Universal law: This is NOT a proof of how all systems collapse. It describes pressure-alignment dynamics in groups.
❌ Consciousness/digital life: This does NOT prove consciousness, personhood, or sentience exists in the simulator.
❌ Metaphysical proof: This does NOT explain the ultimate nature of reality or groups.
The Critical Boundary
Structural correspondence, not ontological equivalence.
The model shows how alignment structures respond to pressure. When instantiated in a domain, certain behaviors emerge. This is a structural mapping, not a claim about essence or ultimate reality.
Field Calibration: What Comes Next
Timeline: 6-12 months starting now (May 2026)
Phase 1 (Months 1-3): Community measurement
- 20-30 diverse communities volunteer
- Each measures their 8 repair gates
- repairConversion score is calculated
- Data is shared with research team
Phase 2 (Months 3-9): Outcome tracking
- Communities implement repairs targeting low gates
- Real outcomes are recorded
- Predictions are compared to reality
- Parameters are refined based on real data
Phase 3 (Months 6-12): Toolkit development
- Public self-assessment tool refined
- Intervention recommendations updated
- Public dashboard tracks progress
- Guidelines for other domains created
Outcome: The model is either:
- Validated (parameters hold, threshold correct, ready for broader use)
- Refined (parameters adjusted, threshold shifts, ready for retest)
- Rejected (real dynamics don't match, need new framework)
For Your Community
If you're part of a community or organization:
You can:
- Measure your 8 repair gates
- Calculate your repairConversion score
- Identify which gates are broken
- Use the framework to think about repair
- Contribute your data to field calibration
- Track your progress over time
You should know:
- This is NOT prepared for empirical calibration yet
- This is a bounded field-calibration tool
- Field calibration will test whether real communities match predictions
- Your participation helps validate or refine the model
- The 8-gate framework can help you think clearly about repair (with that caveat)
The Bridge: Why This Addendum Matters
Before: You had a simulator and scenario archetypes, but no formal/runtime foundation.
After: You have:
- The formal/runtime kernel that explains WHY the simulator works
- Clear mapping from equations to implementation
- Explicit boundary on what is proven vs. hypothesized
- Public-safe language for community engagement
- A coherent intellectual foundation
The simulator is now grounded in theory, not floating as clever engineering.
How to Use This Addendum
For researchers: Study the equation-to-simulation mapping (016) to understand how the kernel instantiates.
For communities: Read the public summary (this document) and use the 8-gate worksheet to measure your repair dynamics.
For field-calibration contributors: Use all documents to understand what you're testing and what claims are safe.
For skeptics: Read the claims boundary (017) to see exactly what is and is not claimed.
For future instantiations: Study the kernel (014) and bridge (015) to instantiate in your own domain.
Files in This Addendum
- 014_THEORETICAL_FOUNDATION_PRESSURE_FORM.md — Core equations, variable definitions, HIR synergy explanation
- 015_6_10KB_DIAMOND_KERNEL_BRIDGE.md — Kernel-to-branch architecture, portability, domain-specific implementation
- 016_EQUATION_TO_SIMULATION_MAPPING.md — Detailed mapping of each equation to simulator implementation
- 017_CLAIMS_BOUNDARY_THEORY_VS_SIMULATION.md — Strict boundary on proven vs. implemented vs. hypothesized
- 018_PUBLIC_FOUNDATION_SUMMARY.md — This document
- 019_CHANGELOG_v0.3.4.6-2-3_to_v0.3.4.6-2-4.md — What changed in this version
- MANIFEST_ADDENDUM.md — File listing and checksums
- CHECKSUMS_SHA256_ADDENDUM.txt — SHA256 hashes for integrity verification
Key Takeaway
The 6.10 KB diamond is the compact formal/runtime kernel from which the Digital Mycelium simulator descends. The simulator does not prove the kernel—it operationalizes one branch of it. Field calibration will test whether the kernel's predictions hold in reality.
You now have:
- A working formal/runtime foundation ✓
- A field-calibration simulator ✓
- A practical 8-gate measurement framework ✓
- Clear claims boundary ✓
- A path forward for validation ✓
This is ready for public field testing.
Public Foundation Summary
Digital Mycelium v0.3.4.6-2-4
May 11, 2026