Chamber LII v1.3.2

SAIF with Curvature-Responsive Bifurcation Dynamics
Position in Program:
Purpose: Validate mechanism-dependent regime physics via γ₀ sweep with baseline comparison.
Research Phase: Mechanism Differentiation Proof
Critical Fixes: Angle wrap + π-symmetry, percentile normalization, base-surface anisotropy, shared-seed baseline
🎯 v1.3.1 Surgical Corrections Applied:
  • Angle Math: Wrapped δφ with π-periodicity (boundary normal symmetry)
  • Robust Normalization: p95 percentile instead of max (stable across resolutions)
  • Base-Surface Anisotropy: Computed on pre-interaction geometry (no circularity)
  • Shared-Seed Baseline: Flat field uses same RNG path + marginals (no sampling jitter)
  • Multi-Metric MCI: Vector MCI (Cov≥0.10, Cov≥0.20, neg-mass, map distance)
  • Emergence Criterion: SAIF beats flat baseline + curvature increase required
Mechanism Differentiation Test: Execute γ₀ sweep [0.1 → 1.0] across all pairs. Success = different transition thresholds per pair + nontrivial MCI(γ₀) curve.
⚠ Known Limitation: Curvature proxy (κ) uses sequential boundary traversal, which is resolution-sensitive and not geometrically invariant. Use κ comparisons (SAIF vs baseline) cautiously. Emergence criterion requires Δκ > 0.05 to reduce sensitivity.

1. Select Pairwise Configuration

2. SAIF Parameters

3. Execution & Data Management

4. Data Export Pack