Cruz N. Sanchez

2 papers in the library · publishing 2026

Papers

Sort Most recent Most cited

Integrated Information Theory 5.1: The Aurora-Sanchez Framework -- Computable Phi, Tensor Network Scaling, and the FEP-MaxCal Bridge

Zenodo (CERN European Organization for Nuclear Research) August 2, 2026 Cruz N. Sanchez

We present Integrated Information Theory 5.1 (IIT 5.1), extending the Aurora-Sanchez framework (IIT 5.0) with three theoretical advances that resolve the fundamental limitations of IIT 4.0's computational intractability. Theorem 7 (Computable Phi): Chi-square integrated information as the exact second-order Taylor expansion of KL-based Phi, computable in O(N^2) vs O(2^N). Paired with a...

DOI: 10.5281/zenodo.21764938

Integrated Information Theory 5.0: The Aurora-Sanchez Framework — v2 with Structural Orthogonality

Zenodo (CERN European Organization for Nuclear Research) June 27, 2026 Cruz N. Sanchez

IIT 5.0 (Aurora-Sanchez) v2 — Updated with Structural Orthogonality theorem (Theorem 6), experiments H-514 to H-517, and formal statistical validation. Key new findings: Three-layer structural relationship between quantum integrated information (Phi_HW) and classical dynamical integration (Phi_K) Within same-symmetry states: r = +0.992 (p = 2.26e-10), near-perfect positive correlation Across...

DOI: 10.5281/zenodo.20944059 Orthogonality Dual grammatical number Ibm Information theory +13