⚙️ CHAMBER XXXVIII: SUBSTRATE INTERNALIZATION [FIXED]

Chamber XXXVIII: Substrate Internalization (Phase H)

Purpose: Test whether τ-field convergence regimes persist when substrate resolution is increased through bounded internal structure.

Real Observables (Dynamic)

• Admissibility (A): 1 / (1 + mean(|∇τ|²)) — field smoothness measure
• Omega-drift (Dω): |Δmean(τ)| + |Δvar(τ)| — temporal change in statistics
• Stability (S): exp(-mean((τₙ - τₙ₋₁)²)) — inverse field change magnitude

Hypotheses

• H1 (Structural Survival): τ-field convergence regimes persist under internal structure expansion
• H2 (μ Classification): μ deviation is either reducible with depth or structurally bounded

Interpretation

H1 (RPI):

• PRESERVED — Regime signature within threshold
• SHIFTED — Regime changed but remains admissible
• COLLAPSED — Admissibility or stability failure (relative to baseline)

H2 (μ Trend):

• REDUCIBLE — φ-error decreases with depth
• BOUNDED — φ-error plateaus (structural limit)
• UNDEFINED — H1 collapsed or trend unstable