Intelligence as Autonomous, Goal-Directed Information Organization in Open Systems

Intelligence as Autonomous, Goal-Directed Information Organization in Open SystemsCivilization Physics — Foundation Series (Volume 0) This paper proposes a first-principles definition of intelligence:The autonomous, goal-directed organization of information within a structured boundary that remains open to continuous exchange with its environment.By dissecting autonomy, purposeful agency, internal information architecture, bounded identity, and environmental openness, the paper argues that these five components constitute the necessary and sufficient structural conditions for any genuine intelligence—biological, artificial, or collective. Building on Frame Theory (Presence × Integrity) and the Entropy Law (R), the paper demonstrates why closed systems inevitably collapse: without external grounding, feedback, and negative-entropy input, internal information structures drift, degrade, and eventually lose coherence. Likewise, systems lacking internal integrity, goal structure, or boundary stability cannot sustain organized cognition. This axiom clarifies why:• human minds deteriorate under isolation or sensory deprivation,• AI systems trained on their own outputs undergo model collapse,• fully autonomous AGI in a “sealed box” is structurally impossible,• organizations and civilizations fail when they lose either integrity or openness,• sustainable intelligence requires continuous interaction with reality and human judgment. The paper shows how this axiom scales across domains—from AI design and cognitive science to collective intelligence, governance, and societal resilience. It provides a unifying foundation for the Civilization Physics framework: intelligent systems flourish only when internal structure (Integrity) is balanced with active engagement with the world (Presence). In short, intelligence is not a static property but a living informational process—a self-directed, purpose-driven system that stays coherent only through constant exchange with its environment. This axiom serves as a design principle, diagnostic tool, and theoretical cornerstone for building and governing all future forms of intelligence. Keywords: Intelligence Definition · Autonomy · Goal-Directed Systems · Information Organization · Open Systems · Frame Theory · Presence × Integrity · Entropy Law (R) · Cognitive Architecture · Collective Intelligence · Civilization Physics

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-11-21
DOI
https://doi.org/10.5281/zenodo.17678670
Primary Topic
Chaos, Complexity, and Education
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Intelligence as Autonomous, Goal-Directed Information Organization in Open Systems

Zenodo (CERN European Organization for Nuclear Research)
Chaos, Complexity, and Education
article

Intelligence as Autonomous, Goal-Directed Information Organization in Open Systems

article en

Abstract

Intelligence as Autonomous, Goal-Directed Information Organization in Open SystemsCivilization Physics — Foundation Series (Volume 0) This paper proposes a first-principles definition of intelligence:The autonomous, goal-directed organization of information within a structured boundary that remains open to continuous exchange with its environment.By dissecting autonomy, purposeful agency, internal information architecture, bounded identity, and environmental openness, the paper argues that these five components constitute the necessary and sufficient structural conditions for any genuine intelligence—biological, artificial, or collective. Building on Frame Theory (Presence × Integrity) and the Entropy Law (R), the paper demonstrates why closed systems inevitably collapse: without external grounding, feedback, and negative-entropy input, internal information structures drift, degrade, and eventually lose coherence. Likewise, systems lacking internal integrity, goal structure, or boundary stability cannot sustain organized cognition. This axiom clarifies why:• human minds deteriorate under isolation or sensory deprivation,• AI systems trained on their own outputs undergo model collapse,• fully autonomous AGI in a “sealed box” is structurally impossible,• organizations and civilizations fail when they lose either integrity or openness,• sustainable intelligence requires continuous interaction with reality and human judgment. The paper shows how this axiom scales across domains—from AI design and cognitive science to collective intelligence, governance, and societal resilience. It provides a unifying foundation for the Civilization Physics framework: intelligent systems flourish only when internal structure (Integrity) is balanced with active engagement with the world (Presence). In short, intelligence is not a static property but a living informational process—a self-directed, purpose-driven system that stays coherent only through constant exchange with its environment. This axiom serves as a design principle, diagnostic tool, and theoretical cornerstone for building and governing all future forms of intelligence. Keywords: Intelligence Definition · Autonomy · Goal-Directed Systems · Information Organization · Open Systems · Frame Theory · Presence × Integrity · Entropy Law (R) · Cognitive Architecture · Collective Intelligence · Civilization Physics

Zenodo (CERN European Organization for Nuclear Research)
Life in Land
Openalex Percentile: Top 37%
Chaos, Complexity, and Education
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.

Intelligence as Autonomous, Goal-Directed Information Organization in Open Systems · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS