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Theorems — Generative Collapse Dynamics

Every theorem derives from Axiom-0. Classical results emerge as degenerate limits.

20 theorems across 3 modules

Catalog

IDNameModule
T-SI-1The kernel is a stateless function; time enters only via the budget.emergent_structural_insights
T-SI-2The equator c = 1/2 is a saddle point of S + κ.emergent_structural_insights
T-SI-3Channel death cascades exponentially: IC ∝ exp(−β · n_dead / n).emergent_structural_insights
T-SI-4The Fisher-weighted entropy integral equals 2ζ(2) = π²/3.emergent_structural_insights
T-SI-5F + ω = 1 is the only exact symmetry; all others break by design.emergent_structural_insights
T-SI-6The Fisher metric is flat (g_F = 1); all complexity is extrinsic.emergent_structural_insights
T-KS-1Dimensionality Fragility Law.kernel_structural_theorems
T-KS-2Positional Democracy of Slaughter.kernel_structural_theorems
T-KS-3Weight-Induced Fragility Hierarchy.kernel_structural_theorems
T-KS-4Monitoring Paradox (Quantified).kernel_structural_theorems
T-KS-5Approximation Boundary.kernel_structural_theorems
T-KS-6U-Curve of Degradation.kernel_structural_theorems
T-KS-7p=3 Unification Web.kernel_structural_theorems
T-URC-1Tier-1 Kernel Identities.universal_regime_calibration
T-URC-2Universal Regime Concordance.universal_regime_calibration
T-URC-3Super-Exponential Repair.universal_regime_calibration
T-URC-4IC–Channel Vulnerability.universal_regime_calibration
T-URC-5Cross-Domain F Separation.universal_regime_calibration
T-URC-6Curvature–Regime Entailment.universal_regime_calibration
T-URC-7Entropy–Regime Correlation.universal_regime_calibration

Emergent Structural Insights

Source: closures/gcd/emergent_structural_insights.py

T-SI-1: The kernel is a stateless function; time enters only via the budget.

T-SI-2: The equator c = 1/2 is a saddle point of S + κ.

T-SI-3: Channel death cascades exponentially: IC ∝ exp(−β · n_dead / n).

T-SI-4: The Fisher-weighted entropy integral equals 2ζ(2) = π²/3.

T-SI-5: F + ω = 1 is the only exact symmetry; all others break by design.

T-SI-6: The Fisher metric is flat (g_F = 1); all complexity is extrinsic.

Kernel Structural Theorems

Source: closures/gcd/kernel_structural_theorems.py

T-KS-1: Dimensionality Fragility Law.

T-KS-2: Positional Democracy of Slaughter.

T-KS-3: Weight-Induced Fragility Hierarchy.

T-KS-4: Monitoring Paradox (Quantified).

T-KS-5: Approximation Boundary.

T-KS-6: U-Curve of Degradation.

T-KS-7: p=3 Unification Web.

Universal Regime Calibration

Source: closures/gcd/universal_regime_calibration.py

T-URC-1: Tier-1 Kernel Identities.

T-URC-2: Universal Regime Concordance.

T-URC-3: Super-Exponential Repair.

T-URC-4: IC–Channel Vulnerability.

T-URC-5: Cross-Domain F Separation.

T-URC-6: Curvature–Regime Entailment.

T-URC-7: Entropy–Regime Correlation.


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