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docs(bridge): PIST + Braid integration design document
- 6 enhancement proposals with priority ranking - Mapping between sprint results and Lean formalism - PIST.Spectral, Torus winding, PIST field, Eigensolid, TreeBraid, Octagonal-Fisher
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docs/ENHANCEMENT_PISSS_BRAID_INTEGRATION.md
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# Enhancement: PIST + Braid Integration with Sprint Results
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## 1. PIST.Spectral Bridge (Lean ↔ Python)
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The Lean `computeSpectral` operates on 8x8 Int matrices in Q16_16 fixed-point.
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The sprint's `compute_spectral_properties` uses `scipy.sparse.eigsh` on the Laplacian.
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**Integration**: Add a Python→Lean bridge that:
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- Takes the sprint's 8x8 spectral coefficient matrix (from `pack_eigenvalues`)
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- Converts to Q16_16 fixed-point representation
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- Runs through `SilverSight.PIST.Spectral.computeSpectral`
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- Compares: Python float gap vs Lean Q16_16 gap
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This validates that the floating-point spectral analysis is consistent with
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fixed-point arithmetic — critical for embedded/ESP32 deployment.
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## 2. Golden Centering ↔ Φ-Corkscrew
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`BraidEigensolid.goldenCentering` = 40560 in Q16_16 = φ⁻¹ ≈ 0.618896.
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The Φ-corkscrew uses ψ = 2π/φ² where φ² = φ + 1.
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**Integration**: Add a `phiTorusWinding` function that:
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- Computes the spiral index n from spectral coefficients
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- Maps n → TorusWinding counts (a,b) via: a = n mod φ-step, b = floor(n/φ-step)
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- Where φ-step = round(1/φ⁻¹) = round(φ) = 2
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The torus carrier T² gives the braid a surface to live on — the spiral index
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becomes a winding number around the two fundamental cycles.
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## 3. BraidField PIST ↔ 4-Mode Sprint Receipt
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The PIST operator has 4 areas: B (burden), G (geometry), A (adaptation), P (protection).
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The sprint produces 4 receipts (one per mode) with:
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- executionTimeMs → B (burden)
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- dominantEigenvalue + spectralGap → G (geometry)
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- mode selection logic → A (adaptation)
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- OOM guards + checks_passed → P (protection)
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**Integration**: Add `sprint_to_pist_field` that computes the PIST field from
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sprint results and compares across modes. If all 4 modes produce the same PIST
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field (within Q16_16 tolerance), the cross-mode agreement is structurally sound.
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## 4. BraidSpherionBridge ↔ Cross-Mode Agreement
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Proven theorem: `braidCross on (i,j) ↔ Mountain.merge for corresponding pair`
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**Integration**: The 4 execution modes (ESP32, photonic, quantum, tensor) are
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analogous to 4 braid strand pairs. Cross-mode agreement means all 4 pairs
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converge to the same eigensolid. The `receipt_correspondence` theorem gives
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formal backing to the "all modes agree" check.
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## 5. TreeBraid ↔ Resumable DAG
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`BraidField.rgFlow` = fold of `betaStep` over spike train = tree braid.
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`Mountain.merge` = tree node merge. `MMR.append` = tree rebalancing.
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**Integration**: The resumable DAG's chunked Ryser with manifold coordinate
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transforms IS `rgFlow` in disguise. Each chunk is a spike; the DAG checkpoint
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is the MMR state; the manifold coordinate transform is the PIST field update.
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## 6. Octagonal Norm ↔ Fisher-Rao Metric
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`BraidBracket.PhaseVec.normApprox` = max(|x|,|y|) + 3/8·min(|x|,|y|)
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This is a norm on the phase space. The Fisher-Rao metric on Δ₇ maps to S⁷
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via √p. The octagonal norm could be a Finsler metric on the same space.
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**Integration**: Show that the octagonal norm upper-bounds the Fisher-Rao
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distance for the 8-strand braid state embedded in Δ₇. This connects the
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braid formalism to Chentsov's theorem.
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## Implementation Priority
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| Priority | Enhancement | Files Changed | Complexity |
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|----------|-------------|--------------|------------|
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| P0 | PIST.Spectral bridge (Python→Lean) | `PIST/Spectral.lean` + Python | Medium |
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| P0 | Golden centering torus winding | `BraidEigensolid.lean` + Python | Low |
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| P1 | PIST field from sprint receipt | `BraidField.lean` + Python | Medium |
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| P1 | Cross-mode as eigensolid convergence | `BraidSpherionBridge.lean` | Low |
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| P2 | TreeBraid ↔ Resumable DAG mapping | New doc + Python | Medium |
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| P2 | Octagonal norm ↔ Fisher-Rao bound | New Lean proof | High |
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