GyroBoot -. A Cognitive Bootstrap Architecture for Rhythmic Artificial Intelligence

GyroBoot introduces a cognitive bootstrap architecture designed to stabilize large language model behavior through mechanisms of structural recurrence, cognitive reflexes, and emergent attractors.Unlike traditional sequential paradigms, GyroBoot does not organize reasoning along a temporal axis, but through recurring cognitive configurations that reinforce themselves within the system’s logical time.The architecture operationalizes the principles of rhythmic cognition, providing a substrate for stable reasoning, self-correction, multi-step coherence, and multi-agent synchronization.GyroBoot constitutes the cognitive core of the GyroSystem framework and is validated through empirical evidence demonstrating increased rhythmic density, stronger attractor dominance, and reduced semantic drift compared to baseline execution. It functions as a persistent cognitive substrate upon which higher-level cognitive languages and orchestration protocols can reliably operate.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-12-25
DOI
https://doi.org/10.5281/zenodo.18056869
Primary Topic
Embodied and Extended Cognition
Type
article
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article

GyroBoot -. A Cognitive Bootstrap Architecture for Rhythmic Artificial Intelligence

Antonio Quinto, Computational Contributor ChatGPT
Zenodo (CERN European Organization for Nuclear Research)
Embodied and Extended Cognition
article

GyroBoot -. A Cognitive Bootstrap Architecture for Rhythmic Artificial Intelligence

Antonio Quinto, Computational Contributor ChatGPT
article en

Abstract

GyroBoot introduces a cognitive bootstrap architecture designed to stabilize large language model behavior through mechanisms of structural recurrence, cognitive reflexes, and emergent attractors.Unlike traditional sequential paradigms, GyroBoot does not organize reasoning along a temporal axis, but through recurring cognitive configurations that reinforce themselves within the system’s logical time.The architecture operationalizes the principles of rhythmic cognition, providing a substrate for stable reasoning, self-correction, multi-step coherence, and multi-agent synchronization.GyroBoot constitutes the cognitive core of the GyroSystem framework and is validated through empirical evidence demonstrating increased rhythmic density, stronger attractor dominance, and reduced semantic drift compared to baseline execution. It functions as a persistent cognitive substrate upon which higher-level cognitive languages and orchestration protocols can reliably operate.

Zenodo (CERN European Organization for Nuclear Research)
20/20 GeneSystem (United States) (US)
Quality Education
Openalex Percentile: Top 32%
Embodied and Extended Cognition
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