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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
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GRASCODE: An Operational Architecture for Structured Decision Sequencing Following Boundary-State Control

Authors: Grasman, Yuliana;

GRASCODE: An Operational Architecture for Structured Decision Sequencing Following Boundary-State Control

Abstract

GRASCODE introduces a structured operational architecture for decision sequencing under boundary-state control conditions. The framework builds upon the Tafheena boundary-state model and addresses environments where perceived irreversibility, compressed time horizons, and elevated consequence structures disrupt conventional deliberative reasoning. In such contexts, decision-making does not always proceed through extended analytical evaluation. Instead, cognition may reorganize into a stabilized operational sequence that enables coherent action despite reduced deliberative bandwidth. GRASCODE formalizes this transition by describing an eight-stage sequence: Pattern recognition, Mechanism identification, Choice formation, Idling stabilization, Activation threshold crossing, Responsibility commitment, Decision execution, and Transmission of consequences. The model proposes that effective action in high-stakes environments emerges not from intuition alone, but from structured sequencing that maintains continuity of control during transitional cognitive states. GRASCODE therefore provides a conceptual and operational framework for understanding decision processes in contexts such as aviation, emergency response, extreme operational environments, and other situations involving irreversible or high-impact outcomes. This work presents the foundational architecture of the GRASCODE model, its relationship to boundary-state control dynamics described in Tafheena, and its potential role as a structured decision framework for analyzing and stabilizing human action under pressure.

Keywords

FOS: Computer and information sciences, Computer and Information Sciences, Computer and information sciences, operational decision framework, Systems Theory, Human Factors and Ergonomics, Tafheena, GRASCODE, irreversible decision environments, Decision Theory, decision architecture, Systems theory, Cognitive Science, boundary-state control, cognitive control transition, high-stakes decision making

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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