Controlled Irrationality Index (CII): Rationality as an Activation Event (Working Paper v1.1 – Canonical Definition Release)

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, reliability, and temporal-semantic depth of activation events observable in behavioral data such as Wikipedia and GitHub.CII₁–₂ measure pause-and-revision frequency and success; CII₃–₄ extend the framework to delay and intensity dimensions, enabling multi-domain quantification of control responsiveness.Extending this logic to human–AI systems, the paper demonstrates that rationality emerges whenever systems—human or artificial—interrupt their default operations to restore coherence. This completes the conceptual arc from bounded to controlled to activated rationality.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-11-06
DOI
https://doi.org/10.5281/zenodo.17539413
Primary Topic
Psychological Treatments and Assessments
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Controlled Irrationality Index (CII): Rationality as an Activation Event (Working Paper v1.1 – Canonical Definition Release)

Zenodo (CERN European Organization for Nuclear Research)
Psychological Treatments and Assessments
article

Controlled Irrationality Index (CII): Rationality as an Activation Event (Working Paper v1.1 – Canonical Definition Release)

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, reliability, and temporal-semantic depth of activation events observable in behavioral data such as Wikipedia and GitHub.CII₁–₂ measure pause-and-revision frequency and success; CII₃–₄ extend the framework to delay and intensity dimensions, enabling multi-domain quantification of control responsiveness.Extending this logic to human–AI systems, the paper demonstrates that rationality emerges whenever systems—human or artificial—interrupt their default operations to restore coherence. This completes the conceptual arc from bounded to controlled to activated rationality.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 35%
Psychological Treatments and Assessments
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.