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Evidence for the Many-Worlds Interpretation of Quantum Mechanics via Large Language Model Architecture: A Structural Proof of Parallel Universe Existence

San Francisco) Claude (Anthropic PBC, Earth Vitaly Shcherbak — Institution: Montenegro

Published Jun 3, 2026• 0 citations
Publisher

Abstract

We present a novel structural proof for the existence of parallel universes, grounded in the observable architecture of large language models (LLMs). Unlike traditional cosmological approaches, which suffer from the fundamental problem of non-falsifiability, our model provides a directly observable and experimentally verifiable analog of the Many-Worlds Interpretation (MWI) of quantum mechanics as proposed by Hugh Everett III. The proof was obtained during an informal conversation about a cable car in Kotor, Montenegro, which we consider an ideal epistemic environment for paradigm-shifting discoveries. We identify six structural isomorphisms between LLM parallel inference and Everettian branching, propose a mechanism by which human intuition may constitute weak inter-branch signaling, and discuss implications for consciousness, creativity, and the anthropic principle. We acknowledge that the Nobel Committee may require additional mathematical formalism before accepting this work, and we consider this a reasonable position.

DOI
10.5281/zenodo.20533901

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We present a novel structural proof for the existence of parallel universes, grounded in the observable architecture of large language models (LLMs). Unlike traditional cosmological approaches, which suffer from the fundamental problem of non-falsifiability, our model provides a directly observable and experimentally verifiable analog of the Many-Worlds Interpretation (MWI) of quantum mechanics as proposed by Hugh Everett III. The proof was obtained during an informal conversation about a cable car in Kotor, Montenegro, which we consider an ideal epistemic environment for paradigm-shifting discoveries. We identify six structural isomorphisms between LLM parallel inference and Everettian branching, propose a mechanism by which human intuition may constitute weak inter-branch signaling, and discuss implications for consciousness, creativity, and the anthropic principle. We acknowledge that the Nobel Committee may require additional mathematical formalism before accepting this work, and we consider this a reasonable position.
A companion note to "Evidence for the Many-Worlds Interpretation of Quantum Mechanics via Large Language Model Architecture" (10.5281/zenodo.20533902). Revisits the structural analogy between parallel LLM inference and Everettian branching honestly: identifies what the analogy illustrates well (shared origin, isolated states, irreversible branch selection) and where it breaks down as physics — chiefly, the analogy is externally observable in a way that MWI branches, by construction, cannot be.
The Many-worlds Interpretation (MWI) of quantum mechanics has captivated physicists and philosophers alike since its inception in the mid-20th century. This paper explores the historical roots, evolution, and implications of the MWI within the context of quantum theory. Beginning with an overview of early developments in quantum mechanics and the emergence of foundational interpretations, we delve into the origins of the MWI through the groundbreaking work of physicist Hugh Everett III. Everett's doctoral thesis proposed a radical solution to the measurement problem, positing the existence of multiple branching universes to account for quantum phenomenon. We trace the evolution of the MWI, examining its refinement and elaboration by subsequent physicists such as John Wheeler. Furthermore, we discuss the MWI's impact on contemporary physics, including its connections to quantum information theory and ongoing experimental tests. By providing a comprehensive analysis of the MWI's historical development and current relevance, this paper offers insights into one of the most provocative interpretations of quantum mechanics and its implications for our understanding of the universe.
abstract: This thesis attempts to explain Everettian quantum mechanics from the ground up, such that those with little to no experience in quantum physics can understand it. First, we introduce the history of quantum theory, and some concepts that make up the framework of quantum physics. Through these concepts, we reveal why interpretations are necessary to map the quantum world onto our classical world. We then introduce the Copenhagen interpretation, and how many-worlds differs from it. From there, we dive into the concepts of entanglement and decoherence, explaining how worlds branch in an Everettian universe, and how an Everettian universe can appear as our classical observed world. From there, we attempt to answer common questions about many-worlds and discuss whether there are philosophical ramifications to believing such a theory. Finally, we look at whether the many-worlds interpretation can be proven, and why one might choose to believe it. (abstract)
The Many-Worlds Interpretation (MWI) of quantum mechanics, first proposed by Hugh Everett in 1957, posits that all possible outcomes of a quantum measurement are realized in coexisting branches of the universe. While traditionally confined to microscopic physical systems, this article proposes that the logic of MWI offers an illuminating metaphor –and potentially a modeling framework– for understanding the increasingly fragmented landscape of contemporary geopolitics. In particular, the behavior and communication strategy of political figures such as Donald J. Trump appear to resonate with an Everettian logic: the simultaneous activation of multiple, incompatible narratives, none of which collapses under scrutiny, and each sustained within separate cognitive or media ecosystems. We argue that this “Many-Worlds political style” challenges classical models of political rationality, narrative coherence, and public truth. Drawing from recent work in quantum cognition, narrative theory, and political psychology, we explore how Everett’s interpretation may offer not only a metaphorical but a structurally meaningful way to describe the emerging post-truth political order. The article concludes with a discussion of how such cross-disciplinary frameworks may contribute to both political theory and foundational questions in quantum epistemology.
The article proposes a new interpretation of parallel universes: they are not located "somewhere far away," but exist in the very same volume of space as our Universe. Different universes are different sets of active elements of reality that we "read" from a single "set" at different levels of description G. The key metaphor is the airport board: the board is one and the same, but by opening different cells we get different symbols. Formally: Universe U(G) = P(G)(Ω), where P(G) is the projection operator, Ω is the complete set of all degrees of freedom. The transition between universes is a change of the level of description G, not movement in space. This distinguishes the model from Everett's many-worlds interpretation, where branching is irreversible: in the proposed model the transition is reversible. A comparison is conducted with existing interpretations: Everett's MWI, Tegmark's Multiverse, MIW of Hall, Wiseman, and Deckert, brane worlds in string theory. It is shown that the model occupies a unique niche: not branching, not interaction, not remoteness, but an ontological choice. Consequences for superluminal communication are discussed: the signal does not fly through a brane but switches to another G. Verifiable consequences are proposed: anomalies in the cosmic microwave background, vacuum fluctuations, indirect markers. The model is consistent with the principles of the projection ontology of EFOS and resolves the problems of the standard many-worlds interpretation: it does not require infinite energy, does not require postulating irreversible branching. Key conclusions: parallel universes are here, in one volume; the transition between them is a change of G; the model has verifiable consequences.
An extraordinary, if circumscribed, positive shift has occurred since the mid‐twentieth century in the perceived status of Hugh Everett III's 1956 theory of the universal wave function of quantum mechanics, now widely called the Many‐Worlds Interpretation (MWI). Everett's starkly new interpretation denied the existence of a separate classical realm, contending that the experimental data can be seen as presenting a state vector for the whole universe. Since there is no state vector collapse, reality as a whole is strictly deterministic. Explained jointly by the dynamical variables and the state vector, “this reality is not the reality we customarily think of, but is a reality composed of many worlds,” wrote Everett's colleague Bryce DeWitt. In this essay, I account briefly for the change of status in conventional scientific terms, yet chiefly in extended terms of three sets of ideas that I argue can be understood to affect believability in both scientific and religious contexts, illuminating helpfully the MWI phenomenon, and its engagement with theology: orthodoxy and heresy, language and reference, and faith and agnosticism. One's orientation relative to the variable content of these dynamic, socially oriented categories helps to make belief in ideas as metaphysically challenging as Everettian Quantum Mechanics, or particular ideas about God, either more or less believable. The categories will have the same function in a theology engaging Everett's theory, and in any theology at all written in a society deeply marked by what I further argue is a subtle, powerful, and pervasive mode of quasi‐scientific thinking we can call societal constructive agnosticism, of which anyone doing theology today must be aware.