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Preprint . 2026
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
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Resonant Intelligence: Born Rule Fusion of Large Language Model Ensembles

Authors: Jessop, Aaron;

Resonant Intelligence: Born Rule Fusion of Large Language Model Ensembles

Abstract

A theoretical framework proposing Born Rule Fusion (BRF) for combining large language model ensemble outputs using quantum-inspired interference. BRF introduces bilinear cross-terms modulated by phase cosines — a structural operation absent from all surveyed ensemble methods. Three potentially fatal problems are presented with equal rigour. The framework is falsifiable: a concrete phase coherence test using the Rayleigh statistic is specified. All conceptual contributions are the sole responsibility of the author. v2 (2026-03-03): Corrected Council of AIs accuracy figures to match primary source; fixed citation numbering in Section 7; added normalisation assumption parenthetical in Section 3.1; de-duplicated Weinberg discussion across Sections 2.2 and 5.5; resolved orphan lines at three page boundaries.

Keywords

LLM ensembles, Born rule, ensemble methods, interference, quantum cognition, geometric algebra

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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