The Projection Principle: A Framework for Discovering Hidden Structure

Complex systems often contain more information than can be effectively understood through direct observation. The Projection Principle proposes an alternative approach. Rather than analysing a system in its full complexity, begin with its projections: reduced representations that preserve meaningful structure while reducing complexity. By studying projections, correlations, and residual discrepancies, hidden structures may become visible that would otherwise remain obscured. The Projection Principle is not specific to any domain. It is a general methodology for discovering structure, generating questions, and navigating complexity.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-02
DOI
https://doi.org/10.5281/zenodo.23884544
Primary Topic
Complex Systems and Dynamics
Type
preprint
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preprint

The Projection Principle: A Framework for Discovering Hidden Structure

Chris Lonsdale
1 links
Zenodo (CERN European Organization for Nuclear Research)
Complex Systems and Dynamics
preprint

The Projection Principle: A Framework for Discovering Hidden Structure

Chris Lonsdale
preprint en

Abstract

Complex systems often contain more information than can be effectively understood through direct observation. The Projection Principle proposes an alternative approach. Rather than analysing a system in its full complexity, begin with its projections: reduced representations that preserve meaningful structure while reducing complexity. By studying projections, correlations, and residual discrepancies, hidden structures may become visible that would otherwise remain obscured. The Projection Principle is not specific to any domain. It is a general methodology for discovering structure, generating questions, and navigating complexity.

Zenodo (CERN European Organization for Nuclear Research)
Complex Systems and Dynamics
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The Projection Principle: A Framework for Discovering Hidden Structure — Chris Lonsdale · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS