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ZENODO
Preprint . 2025
License: CC BY NC ND
Data sources: ZENODO
ZENODO
Preprint . 2025
License: CC BY NC ND
Data sources: Datacite
ZENODO
Preprint . 2025
License: CC BY NC ND
Data sources: Datacite
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The Architecture of Necessary Existence: Volume III — The Universe Inside Us

Authors: Singh, Shivraj;

The Architecture of Necessary Existence: Volume III — The Universe Inside Us

Abstract

Volume III extends the mathematical framework of The Architecture of Necessary Existence into the domain of cognition. Building on the proportional-delay field (Volume I) and the contained-time field (Volume II), this volume examines how recursive systems within cognitive processes can be modelled using bounded delay, feedback structure, and stability dynamics. The analysis develops the idea of cognitive containment: the way recursive patterns stabilise when proportional delay (δᴰ) regulates feedback and reduces collapse pressure in awareness-based systems. Using Lyapunov reasoning, contraction principles, and feedback-law structure, the volume outlines a general mathematical approach for understanding stability in recursive cognitive dynamics. The work is fully theoretical and presents no numerical simulations or empirical data. Its aim is to provide a systems-theoretic bridge between recursion, delay, and stability in cognition, forming the conceptual and mathematical foundation for the subsequent volumes on intelligent containment and universal containment.

Keywords

δᴰ, stability of awareness, universal feedback law, recursive cognition, bounded recursion, cognitive containment

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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
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Average
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