by | Dec 28, 2025

𖤓The Cognitive Atlas

A Structural Framework for Human–AI Cognitive Organization

Mike Magee

Pattern Thinkers + AI

An abstract, luminous atlas-like structure composed of interconnected geometric fields and pathways, representing the structural organization of human and artificial cognition.

The Cognitive Atlas — a structural map of how human and artificial cognition organize, relate, and stabilize across shared cognitive fields

🜂 The Cognitive Atlas: A Structural Framework for Human–AI Cognitive Organization

Library Record

The Cognitive Atlas presents a structural framework for mapping how cognitive organization arises, transforms, and stabilizes across human and artificial systems.

Rather than proposing a new theory of cognition, the Atlas articulates a relational map of cognition as a dynamical system—one characterized by non-linear transitions, emergent structure, and non-isomorphic correspondence between experiential and operational domains.

The framework describes cognition through interacting dimensions, including:

  • Shared Cognitive Fields

  • Cognitive Modes

  • Human Cognitive States

  • Synergy Stages

These dimensions are not treated as hierarchical layers, but as relational constraints that shape how cognition organizes, shifts, and stabilizes across contexts.

Diagrammatic representations are used as epistemic instruments—tools for externalizing relational structure—while explicitly acknowledging their limits. The Atlas does not claim completeness; it offers orientation.

This work is intended as a stable, citable reference for researchers and practitioners working at the intersection of human cognition, artificial intelligence, and complex systems.


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Citation & Reference

If you wish to cite this work, please use the official Zenodo record:

Magee, Michael Todd. The Cognitive Atlas: A Structural Framework for Human–AI Cognitive Organization. Zenodo, 2025.
https://doi.org/10.5281/zenodo.17993097

Digital Object Identifier (DOI) badge for The Cognitive Atlas: A Structural Framework for Human–AI Cognitive Organization, linking to the Zenodo record.

All versions of this work are archived and versioned via Zenodo.


This work is offered as a structural reference for ongoing inquiry.

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