Observation Before Consequence: A Prospective Empirical Test of a Proprietary Integer-Based Framework in Financial Markets

Read full text
Authors: Wainwright Andrew John
Cited by: 1

Abstract

We present a prospective empirical investigation of a proprietary integer-based mathematical framework developed at Arithmos Quantum Technologies (AQT). We introduce a non proprietary formulation based on paired directional integer states, a mapped integer domain, and the concept of integer state coupling. We do not disclose the explicit governing transformation, transition sequence, state selection rules or navigation logic, which remain proprietary. Accordingly, we do not claim independent validation or reproducibility of the internal AQT mechanism. Instead, we examine whether the observable consequences generated by that mechanism can be subjected to prospective, independently observable and falsifiable testing. We report a 92-day real-world experiment in precious metals and examine the resulting benchmark relative performance across 12 weekly reporting observations. We present the empirical findings together with the experimental methodology, mathematical formulation, limitations, proprietary disclosure boundary and a proposed framework for prospective independent replication. Our work explores whether a mathematical framework informed by concepts of state, observation and coupled alternatives can expose useful structure in financial market behaviour while preserving the proprietary mechanism by which we navigate the mapped integer domain. Mathematical PhysicsInteger State CouplingInteger MappingQuantum Inspired FinanceQuantum FinancePaired Integer StatesProspective ExperimentExperimental ReproducibilityFalsifiabilityFinancial AlphaPrecious MetalsArithmos Quantum Technologies

Fields of Study & Subjects

Quantum Mechanics and Applications Game Theory and Applications Complex Systems and Time Series Analysis

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
1 September 2026
Document type
Preprint