Powered by OpenAIRE graph
Found an issue? Give us feedback
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Preprint . 2026
License: CC BY NC ND
Data sources: ZENODO
ZENODO
Preprint . 2026
License: CC BY NC ND
Data sources: Datacite
ZENODO
Preprint . 2026
License: CC BY NC ND
Data sources: Datacite
versions View all 2 versions
addClaim

TU Invariant Structural Framework (TU-ISF) v1.0

Authors: Hancock, Luke Andrew;

TU Invariant Structural Framework (TU-ISF) v1.0

Abstract

The True Understanding Invariant Structural Framework (TU-ISF) develops a more formally structured account of the relationships introduced conceptually in the Conceptual Model of Understanding (CMU). Where CMU describes understanding as the emergence of coherence from uncertainty, TU-ISF explores the invariant structural relations that may govern how possibility becomes constrained, how coherence stabilises, how actualisation produces consequence, and how irreversible consequence reshapes future conditions. The framework is intentionally regime-local. It does not assume universal applicability across all domains, scales, or contexts. Nor does it propose replacement mathematics, replacement physics, or a completed explanatory system. Instead, it provides a disciplined structural language for describing recurring relations among possibility, contextual constraint, actualisation, and consequence. Central concepts include admissibility, contextual constraint, actualisation, and Recursive Trace (RT). Together, these concepts form a framework for examining how consequence accumulates, how future possibilities become reshaped, and how coherence remains conditioned by context. TU-ISF functions as the formal structural expression within the wider True Understanding ecosystem. It provides a bridge between the conceptual foundations of CMU and the later scientific, technological, human, and educational expressions of the framework.

  • BIP!
    Impact byBIP!
    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).
    0
    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.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
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