SilverSight/README.md
SilverSight Agent 3c35fe50c2 Initial SilverSight: deterministic equation search via Fisher geometry
Core components:
- ChentsovFinite.lean (883 lines, 0 sorry): Fisher metric uniqueness on 8-state simplex
- HachimojiCodec.lean: Deterministic E=mc^2 -> Hachimoji state pipeline
- PVGS_DQ_Bridge (8 sections, ~6,150 lines): Photon-Varied Gaussian to Dual Quaternion
- UniversalMathEncoding.lean: 50-token math address space (~10^15 addresses)
- ChiralitySpace.lean: 4D descriptor (phase x chirality x direction x regime) ~2x10^25
- BindingSite (3 files): Amino acid vocabulary, entropy-based bindability
- Python: chaos game, Sidon addressing, Q16.16 canonical, Finsler metric, QUBO/QAOA
- CI: Lean check, Python check, Q16 roundtrip workflows

Papers: Giani-Win-Conti 2025, Chabaud-Mehraban 2022, Pizzimenti 2024, Wassner 2025
2026-06-21 18:02:05 +08:00

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# SilverSight
A deterministic equation search and classification system built on chaos game theory, Sidon set addressing, and Fisher information geometry. Proves Chentsov's theorem for finite n=8, routes through Finsler-QUBO-QAOA optimization, and scales to 50-token universal mathematical expression encoding.
## Structure
| Directory | Contents |
|-----------|----------|
| `formal/CoreFormalism/` | Lean 4: ChentsovFinite, HachimojiBase, HachimojiCodec, HachimojiManifoldAxiom, Q16_16_Spec |
| `formal/PVGS_DQ_Bridge/` | Lean 4: Photon-Varied Gaussian State to Dual Quaternion energy bridge (7 sections + master) |
| `formal/UniversalEncoding/` | Lean 4: 50-token math address space, 4D chirality classification |
| `formal/BindingSite/` | Lean 4: Amino acid vocabulary mapping, entropy-based bindability |
| `python/` | Python: chaos game, Sidon addressing, spectral profile, Q16.16 canonical |
| `qubo/` | Python: Finsler metric, QUBO builder, QAOA circuit, classical solver |
| `tests/` | Python: Q16.16 roundtrip tests |
| `.github/workflows/` | CI: Lean check, Python check, Q16 roundtrip |
| `docs/` | Architecture documentation |
## Key Papers
- **Giani, Win, Conti (2025)** - Photon-Varied Gaussian States (PVGS)
- **Chabaud, Mehraban (2022)** - Stellar representation of non-Gaussian quantum states
- **Pizzimenti et al. (2024)** - Wigner negativity of superpositions
- **Wassner et al. (2025)** - Single quadrature noise tomography
## Quick Start
```bash
# Run Q16.16 roundtrip test
python tests/q16_roundtrip_test.py
# Run chaos game search
python python/chaos_game.py
# Run optimization suite
python qubo/test_optimize.py
```
## Citation
See `CITATION.cff`.
## License
MIT