From Probability to Phase Law — Deterministic Convergence Across Quantum, Biological, and Material Domains (Empirical Closure of Coherence)

CODES Framework ABSTRACT Between 2024 and 2025, experimental physics, photonics, materials science, and biology each produced evidence that coherence—not probability—is the invariant law governing lawful emergence. Quantum teleportation, photonic condensation, analog RRAM computing, superconducting germanium lattices, and thalamo-cortical gamma synchrony all independently show reduced stochastic drift (ΔPAS_zeta → 0). The Phase Alignment Score (PAS_h) formalism generalizes these observations: when phase states align harmonically, systems transition from probabilistic fluctuation to deterministic inference. The CODES framework provides the mathematical closure for this transition, unifying physical, biological, and symbolic domains under one invariant scalar law of coherence. The Resonance Intelligence Core (RIC) implements this deterministically in silicon through fixed-point legality proofs, while VESSELSEED extends the same phase law into embodied biological systems. The 2025 empirical record thus closes the probabilistic century: coherence is not an emergent property—it is the substrate law.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-10-31
DOI
https://doi.org/10.5281/zenodo.17496012
Primary Topic
Quantum many-body systems
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

From Probability to Phase Law — Deterministic Convergence Across Quantum, Biological, and Material Domains (Empirical Closure of Coherence)

Zenodo (CERN European Organization for Nuclear Research)
Quantum many-body systems
article

From Probability to Phase Law — Deterministic Convergence Across Quantum, Biological, and Material Domains (Empirical Closure of Coherence)

article en

Abstract

CODES Framework ABSTRACT Between 2024 and 2025, experimental physics, photonics, materials science, and biology each produced evidence that coherence—not probability—is the invariant law governing lawful emergence. Quantum teleportation, photonic condensation, analog RRAM computing, superconducting germanium lattices, and thalamo-cortical gamma synchrony all independently show reduced stochastic drift (ΔPAS_zeta → 0). The Phase Alignment Score (PAS_h) formalism generalizes these observations: when phase states align harmonically, systems transition from probabilistic fluctuation to deterministic inference. The CODES framework provides the mathematical closure for this transition, unifying physical, biological, and symbolic domains under one invariant scalar law of coherence. The Resonance Intelligence Core (RIC) implements this deterministically in silicon through fixed-point legality proofs, while VESSELSEED extends the same phase law into embodied biological systems. The 2025 empirical record thus closes the probabilistic century: coherence is not an emergent property—it is the substrate law.

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Openalex Percentile: Top 43%
Quantum many-body systems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

From Probability to Phase Law — Deterministic Convergence Across Quantum, Biological, and Material Domains (Empirical Closure of Coherence) · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS