FractalStat - STAT7 Validation Experiments
A complete validation suite for the STAT7 7-dimensional addressing system
What is FractalStat?
FractalStat is a research package containing 10 validation experiments that prove the STAT7 addressing system works at scale. STAT7 is a 7-dimensional coordinate system for uniquely addressing data in fractal information spaces.
The 7 Dimensions:
- Realm - Domain classification (data, narrative, system, etc.)
- Lineage - Generation from LUCA (Last Universal Common Ancestor)
- Adjacency - Relational neighbors (graph connections)
- Horizon - Lifecycle stage (genesis, emergence, peak, decay, crystallization)
- Resonance - Charge/alignment (-1.0 to 1.0)
- Velocity - Rate of change
- Density - Compression distance (0.0 to 1.0)
The 10 Experiments
| Exp | Name | Tests | Status |
|---|---|---|---|
| EXP-01 | Address Uniqueness | Zero hash collisions | ✅ PASS |
| EXP-02 | Retrieval Efficiency | Sub-millisecond retrieval | ✅ PASS |
| EXP-03 | Dimension Necessity | All 7 dimensions required | ✅ PASS |
| EXP-04 | Fractal Scaling | Consistency at 1M+ scale | ✅ PASS |
| EXP-05 | Compression/Expansion | Lossless encoding | ✅ PASS |
| EXP-06 | Entanglement Detection | Semantic relationships | ✅ PASS |
| EXP-07 | LUCA Bootstrap | Full system reconstruction | ✅ PASS |
| EXP-08 | RAG Integration | Storage compatibility | ✅ PASS |
| EXP-09 | Concurrency | Thread-safe queries | ✅ PASS |
| EXP-10 | Bob the Skeptic | Anti-hallucination | ✅ PASS |
Quick Start
# Build the package
python copy_and_transform.py
# Install
pip install -e .
# Run experiments
python -m fractalstat.stat7_experiments
License
MIT License