Quantum Cognitive Agents for Autonomous Decision-Making — E8 Intelligence Research

Discovered via YouTube: "QUANTUM AI: The Hidden Intelligence Revolution (2025-2028)" (Julia McCoy) URL: https://www.youtube.com/watch?v=G9MqY70Dcuc The research introduces a quantum-enhanced neural architecture that utilizes entanglement to achieve exponentially faster learning rates, enabling real-time adaptive decision-making in complex, stochastic environments. Early simulations show a 10‑fold improvement over classical AI in multi‑agent coordination tasks, suggesting practical applications in autonomous defense and logistics. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-05-29
DOI
https://doi.org/10.5281/zenodo.20436300
Primary Topic
Quantum Computing Algorithms and Architecture
Type
preprint
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preprint

Quantum Cognitive Agents for Autonomous Decision-Making — E8 Intelligence Research

Andrew Stewart Caldin
Zenodo (CERN European Organization for Nuclear Research)
Quantum Computing Algorithms and Architecture
preprint

Quantum Cognitive Agents for Autonomous Decision-Making — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

Discovered via YouTube: "QUANTUM AI: The Hidden Intelligence Revolution (2025-2028)" (Julia McCoy) URL: https://www.youtube.com/watch?v=G9MqY70Dcuc The research introduces a quantum-enhanced neural architecture that utilizes entanglement to achieve exponentially faster learning rates, enabling real-time adaptive decision-making in complex, stochastic environments. Early simulations show a 10‑fold improvement over classical AI in multi‑agent coordination tasks, suggesting practical applications in autonomous defense and logistics. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Quantum Computing Algorithms and Architecture
DOIOpen Access PDFOpenAlex
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