Beyond IQ: Structural Cognitive Topology and Continuity Under Load

This paper introduces the Structural Cognitive Topology Assessment (SCTA), a systems-oriented cognitive framework developed within the cognitive branch of the Paton System. Rather than treating intelligence as a fixed hierarchical ranking based on isolated performance metrics, the SCTA models cognition as a dynamic structural topology operating under recursive load, interruption pressure, environmental coupling, sensory saturation, and continuity-maintenance demands. The framework proposes a shift away from asking: “How smart is someone?” toward: “How does a cognitive system preserve continuity while traversing complexity?” The paper reframes cognition through: continuity preservation, environmental compatibility, recursive load management, interruption recovery, transduction cost, and structural coherence under pressure. Key concepts include: Recursive Layer Integration Density (RLID) Continuity Maintenance Capacity (CMC) Persistence Locking Mechanisms (PLM) Cognitive Transduction Tax Environmental Load Coupling (ELC) Recursive Saturation Thresholds Terrain-based cognitive topology Structural vector-space cognition mapping The framework intentionally rejects superiority-based interpretations of cognition and instead models different cognitive architectures as differently optimized systems possessing different strengths, vulnerabilities, energetic costs, reconstruction capacities, and environmental compatibilities.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-06-09
DOI
https://doi.org/10.5281/zenodo.20611955
Primary Topic
Cognitive Computing and Networks
Type
article
Field-Weighted Citation Impact
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article

Beyond IQ: Structural Cognitive Topology and Continuity Under Load

Andrew John Paton
Zenodo (CERN European Organization for Nuclear Research)
Cognitive Computing and Networks
article

Beyond IQ: Structural Cognitive Topology and Continuity Under Load

Andrew John Paton
article en

Abstract

This paper introduces the Structural Cognitive Topology Assessment (SCTA), a systems-oriented cognitive framework developed within the cognitive branch of the Paton System. Rather than treating intelligence as a fixed hierarchical ranking based on isolated performance metrics, the SCTA models cognition as a dynamic structural topology operating under recursive load, interruption pressure, environmental coupling, sensory saturation, and continuity-maintenance demands. The framework proposes a shift away from asking: “How smart is someone?” toward: “How does a cognitive system preserve continuity while traversing complexity?” The paper reframes cognition through: continuity preservation, environmental compatibility, recursive load management, interruption recovery, transduction cost, and structural coherence under pressure. Key concepts include: Recursive Layer Integration Density (RLID) Continuity Maintenance Capacity (CMC) Persistence Locking Mechanisms (PLM) Cognitive Transduction Tax Environmental Load Coupling (ELC) Recursive Saturation Thresholds Terrain-based cognitive topology Structural vector-space cognition mapping The framework intentionally rejects superiority-based interpretations of cognition and instead models different cognitive architectures as differently optimized systems possessing different strengths, vulnerabilities, energetic costs, reconstruction capacities, and environmental compatibilities.

Zenodo (CERN European Organization for Nuclear Research)
Life in Land
Openalex Percentile: Top 4%
Cognitive Computing and Networks
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Beyond IQ: Structural Cognitive Topology and Continuity Under Load — Andrew John Paton · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS