Controlled Irrationality Index (CII): Rationality as an Activation Event

This paper reconceptualizes rationality as an activation event rather than a continuous cognitive state. Most human behavior unfolds automatically through affect-guided and habitual routines; deliberation appears only when these routines are interrupted and reorganized. Building on the Controlled Irrationality (CI) framework, we introduce the Controlled Irrationality Index (CII), a metric that captures the frequency and reliability of such activation events within behavioral data—observable as pause-and-revision cycles in collaborative environments like Wikipedia and GitHub. The index formalizes rational control as a measurable reconfiguration of internal resources under situational conflict. Extending the same activation logic to large language models, the paper demonstrates that rationality emerges whenever systems—human or artificial—interrupt their default operations to restore coherence. In doing so, it completes the theoretical arc from bounded to controlled to activated rationality: from rationality as a limit, to rationality as control, to rationality as enactment.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-10-27
DOI
https://doi.org/10.5281/zenodo.17454409
Primary Topic
Plant Taxonomy and Phylogenetics
Type
article
Field-Weighted Citation Impact
0.00
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article

Controlled Irrationality Index (CII): Rationality as an Activation Event

Zenodo (CERN European Organization for Nuclear Research)
Plant Taxonomy and Phylogenetics
article

Controlled Irrationality Index (CII): Rationality as an Activation Event

article en

Abstract

This paper reconceptualizes rationality as an activation event rather than a continuous cognitive state. Most human behavior unfolds automatically through affect-guided and habitual routines; deliberation appears only when these routines are interrupted and reorganized. Building on the Controlled Irrationality (CI) framework, we introduce the Controlled Irrationality Index (CII), a metric that captures the frequency and reliability of such activation events within behavioral data—observable as pause-and-revision cycles in collaborative environments like Wikipedia and GitHub. The index formalizes rational control as a measurable reconfiguration of internal resources under situational conflict. Extending the same activation logic to large language models, the paper demonstrates that rationality emerges whenever systems—human or artificial—interrupt their default operations to restore coherence. In doing so, it completes the theoretical arc from bounded to controlled to activated rationality: from rationality as a limit, to rationality as control, to rationality as enactment.

Zenodo (CERN European Organization for Nuclear Research)
Quality Education
Openalex Percentile: Top 33%
Plant Taxonomy and Phylogenetics
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Controlled Irrationality Index (CII): Rationality as an Activation Event · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS