The Gaian Density Operator: Positive-Semidefiniteness and Tight Purity Bounds for the Normalized Coupling Matrix

Staged thematic record of the Viridis Canon (route: S3 (Gaian)). The Intelligence-Bound spine is unchanged (frozen at v10.0.0, record 20801185); this record links to it via isDerivedFrom the concept DOI 10.5281/zenodo.19317982. The non-vacuous restatement of the previously-rejected k-Spectrum-Collapse result. N⁻¹·K of a positive-semidefinite coupling matrix is itself PSD with trace 1 — a normalized Gaian density operator — with tight purity bounds N⁻¹ ≤ ∑pᵢ² ≤ 1 (lower bound via Cauchy–Schwarz, uniform-saturated; upper bound basis-saturated), and ∑pᵢ²=1 iff the state is pure. Clears the row-4 vacuity rejection. The 4 core theorems are machine-checked in Lean 4 (Aristotle, zero sorry, axioms ⊆ {propext, Classical.choice, Quot.sound}, statements verbatim and non-vacuous). Scope: the Lean proofs certify the validity of the discrete reasoning, not empirical magnitudes. Working record; paper pending; not peer-reviewed.

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Zenodo (CERN European Organization for Nuclear Research)
Published
2026-06-28
DOI
https://doi.org/10.5281/zenodo.20982961
Primary Topic
Computability, Logic, AI Algorithms
Type
preprint
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preprint

The Gaian Density Operator: Positive-Semidefiniteness and Tight Purity Bounds for the Normalized Coupling Matrix

Justin Hart, Aristotle (Harmonic)
Zenodo (CERN European Organization for Nuclear Research)
Computability, Logic, AI Algorithms
preprint

The Gaian Density Operator: Positive-Semidefiniteness and Tight Purity Bounds for the Normalized Coupling Matrix

Justin Hart, Aristotle (Harmonic)
preprint en

Abstract

Staged thematic record of the Viridis Canon (route: S3 (Gaian)). The Intelligence-Bound spine is unchanged (frozen at v10.0.0, record 20801185); this record links to it via isDerivedFrom the concept DOI 10.5281/zenodo.19317982. The non-vacuous restatement of the previously-rejected k-Spectrum-Collapse result. N⁻¹·K of a positive-semidefinite coupling matrix is itself PSD with trace 1 — a normalized Gaian density operator — with tight purity bounds N⁻¹ ≤ ∑pᵢ² ≤ 1 (lower bound via Cauchy–Schwarz, uniform-saturated; upper bound basis-saturated), and ∑pᵢ²=1 iff the state is pure. Clears the row-4 vacuity rejection. The 4 core theorems are machine-checked in Lean 4 (Aristotle, zero sorry, axioms ⊆ {propext, Classical.choice, Quot.sound}, statements verbatim and non-vacuous). Scope: the Lean proofs certify the validity of the discrete reasoning, not empirical magnitudes. Working record; paper pending; not peer-reviewed.

Zenodo (CERN European Organization for Nuclear Research)
University of Providence (US), Laboratoire Spécification et Vérification (FR)
Computability, Logic, AI Algorithms
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