Living Evidence Compendium

The Universal & Atomic Elements of Organization

A falsifiable scientific theory proposing that the same irreducible structures organize both thought and reality — from the quantum to the social scale.

What if the same structures that organize your thoughts also organize the world? Explore the hypothesis

O-Theory proposes that four irreducible structures — Distinctions, Systems, Relationships and Perspectives (DSRP) — form the universal grammar of organization. Rather than being merely useful ways of thinking, these structures are hypothesized to be the atomic elements from which every organized phenomenon emerges, whether in cognition, biology, physics, mathematics, society, or the cosmos.

DS RP
DistinctionsSystemsRelationshipsPerspectives
Identity ↔ OtherPart ↔ Whole Action ↔ ReactionPoint ↔ View
D := (i ↔ o)S := (p ↔ w) R := (a ↔ r)P := (ṗ ↔ v)

This is a living scientific evidence compendium: an open, continually evolving collection of independent empirical research, formal theory, mathematical proofs, cross-disciplinary analyses, applications, critiques, and proposed falsifications. Every entry is included because it supports, refines, challenges, or attempts to falsify the theory.

Scientific theories are strengthened not only by evidence that confirms their predictions, but also by surviving attempts to falsify them. This compendium brings both together: independent evidence from researchers who were not testing DSRP and proposed counterexamples evaluated against the formal theory.

One counterexample is enough to falsify O-Theory. Until then, the question remains: do the same four structures organize everything from quantum systems to human thought?

Try a demonstration yourself Why is this convergent evidence compelling? See why independent convergence is one of science’s strongest forms of evidence.

independent opportunities for the theory to fail.

Independent convergence is one of the strongest forms of scientific evidence because researchers arrive at the same conclusion while investigating different questions for different reasons.

The number is not the point. Researchers in different fields, studying different questions with different methods, repeatedly arrived at the same structural predictions—almost always without testing DSRP or using its language.

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About this collection

This compendium began as the peer-reviewed literature review “A Literature Review of the Universal and Atomic Elements of Complex Cognition,” published in the Journal of Systems Thinking with 109 studies. That paper is the peer-reviewed foundation. What you see here is its living, continuously updated version . New studies are checked before they are added, and the collection now holds and keeps growing. Open any card to see what the researchers found, why it bears on DSRP, and where the original review discusses it, the fuller account.

Cabrera, D., Cabrera, L., & Cabrera, E. A Literature Review of the Universal and Atomic Elements of Complex Cognition. Journal of Systems Thinking. · Cornell University & Cabrera Research Lab.

How to cite this collection

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The collection is updated continuously, so the citation carries the date you consulted it rather than a study count — the count changes weekly, and putting it in the reference would make the same collection look like a different work to everyone who cites it. To cite a single claim or study, use its own address: every one has a permanent link.

About this record

This is the adversarial half of the compendium. Where the evidence track asks what converges on DSRP, this one asks what would end it: a single organized phenomenon whose structure needs a fifth pattern, a ninth element, or a fifth structural dynamic. It holds written up from candidates across territories, and resolutions — the general answers those cases settle against. Every case is published whether it held or failed, including the ones still open.

How to cite the counterexamples and resolutions

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Cite this rather than the evidence collection when the point is what survived attack. The two are separate works with separate addresses: one asks what converges on the theory, the other asks what would end it, and a reference to the first does not support a claim about the second. Case and resolution numbers change when the record is revised, so cite a case by its own permanent link rather than by number.

Know of work that belongs here?

This collection is meant to keep growing. Send us a study, paper, book or critique that bears on DSRP, whether it supports the theory or cuts against it, and we will read it and decide whether it belongs.

 

DSRP Evidence

896: Integrating Emotions and Systems Thinking for Peak Productivity w/ Lori Fisher

Details

Authors Lofermento, Brian; Fisher, Lori

Year 2024

Publisher The Wantrepreneur to Entrepreneur Podcast

Kind of work media

Discipline Business & Management

Kind of engagement reach

Read it

In authors' words

What they set out to do (purpose)

A management consultant explains the four rules to a general small-business audience as practical cognitive moves, alongside her own PLS framework for employee engagement.

What they found (results)

Fisher argues that DSRP is unusually learnable next to data-heavy systems approaches, and that practising the rules like physical training moves people past binary decision-making. Her framing of the theory: "Thinking is not something we do, but something we get from applying four simple rules, that's the distinctions systems relationships and perspective rule." On distinctions: "What is this and what is it not? When we start listing the things that it is not, we're creating a boundary between what we're going to include and what we're not." On accessibility: "Systems thinking is sometimes data heavy and if you're an engineer, great, but the rest of us have a hard time. DSRP is natural, it is easy to learn and yet invaluable to learning and problem solving." On practice: "You can increase our thinking quotient. It's just like going to the gym and doing reps."

Commentary

In short

DSRP explained accurately to a business audience with no prior systems-thinking exposure, by a practitioner independent of the Cabreras, with a timestamped transcript rather than a passing name-drop. The claim being made in public here is the learnability claim, which is testable and is the kind of thing the site could eventually hold evidence for or against.

In more detail

Episode 896, published 26 July 2024. Host Brian Lofermento; guest Lori Fisher, founder of PLS Management Consulting, previously in biotech and aerospace operations leadership. The episode pairs DSRP with her own PLS framework (Purpose, Leap, Surge) for employee engagement. All four rules are named; distinction-making is the only one explained at length in the transcript.

Patterns it shows D, S, R, P

Added 2026-09-10

How to cite this Lofermento, Brian; Fisher, Lori (2024). 896: Integrating Emotions and Systems Thinking for Peak Productivity w/ Lori Fisher. The Wantrepreneur to Entrepreneur Podcast.