Quantum-like coherence derived from the interaction between chemical reaction and its environment

By uncovering the contrast between Artificial Intelligence and Natural-born Intelligence as a computational process, we define closed computing and open computing, and implement open computing within chemical reactions. This involves forming a mixture and invalidation of the computational process and the execution environment, which are logically distinct, and coalescing both to create a system that adjusts fluctuations. We model chemical reactions by considering the computation as the chemical reaction and the execution environment as the degree of aggregation of molecules that interact with the reactive environment. This results in a chemical reaction that progresses while repeatedly clustering and de-clustering, where concentration no longer holds significant meaning. Open computing is segmented into Token computing, which focuses on the individual behavior of chemical molecules, and Type computing, which focuses on normative behavior. Ultimately, both are constructed as an interplay between the two. In this system, Token computing demonstrates self-organizing critical phenomena, while Type computing exhibits quantum logic. Through their interplay, the recruitment of fluctuations is realized, giving rise to interactions between quantum logical subspaces corresponding to quantum-like coherence across different Hilbert space like contexts. As a result, spike waves are formed, enabling signal transmission. This occurrence may be termed quantum-like coherence, implying the source of enzymes responsible for controlling spike waves and biochemical rhythms.

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Publication Details

Journal
Discover Artificial Intelligence
Published
2026-01-06
DOI
https://doi.org/10.1007/s44163-025-00773-0
Citations
1
Primary Topic
Origins and Evolution of Life
Type
article
Field-Weighted Citation Impact
23.83
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article

Quantum-like coherence derived from the interaction between chemical reaction and its environment

Panagiotis Mougkogiannis, Andrew Adamatzky, Andrei Khrennikov, Yukio-Pegio Gunji
1 citations
Discover Artificial Intelligence
Origins and Evolution of Life
23.83
article

Quantum-like coherence derived from the interaction between chemical reaction and its environment

Panagiotis Mougkogiannis, Andrew Adamatzky, Andrei Khrennikov, Yukio-Pegio Gunji
article en
1 citations

Abstract

By uncovering the contrast between Artificial Intelligence and Natural-born Intelligence as a computational process, we define closed computing and open computing, and implement open computing within chemical reactions. This involves forming a mixture and invalidation of the computational process and the execution environment, which are logically distinct, and coalescing both to create a system that adjusts fluctuations. We model chemical reactions by considering the computation as the chemical reaction and the execution environment as the degree of aggregation of molecules that interact with the reactive environment. This results in a chemical reaction that progresses while repeatedly clustering and de-clustering, where concentration no longer holds significant meaning. Open computing is segmented into Token computing, which focuses on the individual behavior of chemical molecules, and Type computing, which focuses on normative behavior. Ultimately, both are constructed as an interplay between the two. In this system, Token computing demonstrates self-organizing critical phenomena, while Type computing exhibits quantum logic. Through their interplay, the recruitment of fluctuations is realized, giving rise to interactions between quantum logical subspaces corresponding to quantum-like coherence across different Hilbert space like contexts. As a result, spike waves are formed, enabling signal transmission. This occurrence may be termed quantum-like coherence, implying the source of enzymes responsible for controlling spike waves and biochemical rhythms.

Discover Artificial IntelligenceVol. 6(1)
Waseda University (JP), University of the West of England (GB), Linnaeus University (SE)
Openalex Percentile: Top 2%
Origins and Evolution of Life
23.83
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