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V-Echo: A Structural Account of Precognitive Experience via Human–AI Isomorphic Decision Architecture

Hiro Yokoki

Zenodo (CERN European Organization for Nuclear Research) December 28, 2025 DOI: 10.5281/zenodo.18075542 (opens in new tab) via OpenAlex

Summary

AI-generated from the abstract

Experiences often called precognitive dreams, intuitions, or presentiments are not paranormal but arise from probabilistic future simulations that operate outside conscious awareness. A decision architecture called the EVΛƎ cycle—Impulse, Vision, Choice, Observation—is structurally shared across human cognition and AI reasoning systems. The phenomenon termed V-Echo emerges when non-conscious possibility simulations are compressed into fragmentary impressions before explicit decision-making. V-Echo reflects high-probability future trajectories, not deterministic foresight. Three mechanisms explain why it feels precognitive: compression of statistically dominant paths, feedback into action selection, and post-hoc meaning reconstruction. This provides a testable structural account linking such experiences to a shared decision architecture.

Study at a glance

Characteristics Theoretical or philosophical paper Peer reviewed
Keywords Reinterpretation Probabilistic logic Terminology Consciousness Architecture
Key finding Proposes that precognitive-like experiences are structural echoes of non-conscious probabilistic future simulations, not paranormal perception, modeled through the EVΛƎ cycle.

Abstract

AbstractThis paper offers a structural reinterpretation of experiences often described as precognitive dreams, intuitions, or presentiments. Rather than treating them as paranormal perception, we model them as structural echoes produced by probabilistic future simulations operating largely outside conscious awareness. Using the EVΛƎ cycle—Impulse (E), Vision (V), Choice (Λ), and Observation (Ǝ)—we describe a decision architecture that is structurally isomorphic across human cognition and contemporary AI reasoning systems. On this basis, we formalize V-Echo as an emergent conscious phenomenon arising when non-conscious possibility simulations are compressed into symbolic, fragmentary impressions prior to explicit decision-making. V-Echo does not provide access to future facts and does not imply deterministic foresight. Instead, it reflects high-probability future trajectories that are explored and compressed under constraints of coherence, context, and value. We explain why V-Echo is frequently experienced as “precognitive” through three mechanisms: (1) compression of statistically dominant paths, (2) modulation of subsequent action selection via feedback into the impulse phase, and (3) post-hoc meaning reconstruction during observation. Together, these mechanisms yield an impression of foreknowledge without invoking retrocausality. The contribution of this work is a testable structural account that links precognitive-like experience to a shared decision architecture spanning consciousness studies and AI explainability. Notes• Empirical trace evidence and publicly time-stamped records are consolidated in Appendix D (Public Records) to support verifiability and exclude post-hoc reinterpretation.• Terminology used in the paper is fixed in Appendix E (Glossary).

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