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

DSRP-Framework: Vier Buchstaben für ganzheitliche Lösungen

Details

Authors Riedinger, Marc

Year 2024

Publisher accso – accelerated solutions GmbH, Magazin

Kind of work magazine

Discipline Business & Management

Secondary disciplines Computer Science & AI

Kind of engagement public

Applied false

Read it

In authors' words

What they set out to do (purpose)

To introduce DSRP as a thinking structure that project teams can use to analyze complex problems and arrive at solutions that are complete, workable, and accepted, and to give them four questions they can ask repeatedly to do so.

How they did it (methods)

An explanatory article in four parts. It first defines the framework and credits it to Derek Cabrera, then works each of the four patterns through a product-development example, then generalizes the same four to organizational and personal problems, and closes with a practical recommendation: four standing questions to put into regular meetings and status checks as a checklist. The four questions are: what exactly are we looking at and what are we leaving out; what belongs to the problem and the solution and what does not; how do the components work together; and what do we see and what do we not see.

What they found (results)

Riedinger reports that the four fields together produce solutions that work, are complete, and are accepted, with less risk of side effects, and that problems in product development can usually be traced back to one of the four. He states that a clear product vision serves as a stable long-term guideline, that product boundaries blur when many stakeholders push on a product, and that bringing all relevant perspectives in early improves the chance of acceptance. He notes that the product-development treatment does not cover organizational or financial challenges, while holding that DSRP applies to those as well.

Commentary

In short

A consultant at the German software firm Accso introduces DSRP to a product-development audience, defining each of the four patterns and converting them into four standing questions for project teams to ask in meetings and status checks.

In more detail

Riedinger writes for software and product teams rather than for systems theorists, and the article's structure follows that audience. Distinctions become scope and product vision: the boundary that says what the product is and is not, which he describes as a stable long-term guideline that blurs under stakeholder pressure, at a cost to both product quality and development efficiency. Systems become the components and features inside that boundary, which he presents as the first realistic picture of the product and the thing that makes development plannable. Relationships become the interactions between components, used both for technical detailing and for anticipating unwanted side effects. Perspectives become the discipline of viewing problem and concept from as many angles as possible before committing to one solution, with early stakeholder involvement framed as the route to acceptance. The treatment of each pattern is accurate at the level of definition, and the article does not garble identity-other, part-whole, action-reaction, or point-view. Its contribution is the final section, which compresses the four into four questions a team can ask on a recurring basis, and recommends making them a fixture of status meetings. The piece cites no evidence for the framework beyond a link to its originator and an introductory video.

Response

The article states each of the four patterns correctly and applies them to a setting where they do real work: a product boundary is an identity-other distinction, and the side effects Riedinger wants teams to anticipate are action-reaction relationships between parts. Its four standing questions are a usable practice. Where it narrows the theory is in treating the four as four fields to cover, a checklist whose items are ticked once per project phase. DSRP's claim is that the four are rules that combine and recur at every scale: a relationship can be distinguished and then opened up to reveal its own parts, a perspective can be taken on a distinction, and the same four reappear inside whatever the last move produced. A team that asks the four questions once per meeting gets some of the benefit; the compounding comes from the moves.

Patterns it shows D, S, R, P

Added 2026-10-18

How to cite this Riedinger, Marc (2024). DSRP-Framework: Vier Buchstaben für ganzheitliche Lösungen. accso – accelerated solutions GmbH, Magazin.