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.
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.
| D | S | R | P |
| Distinctions | Systems | Relationships | Perspectives |
| Identity ↔ Other | Part ↔ Whole | Action ↔ Reaction | Point ↔ 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?
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.
Try a different term or clear the filters.
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.
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.
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.
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.
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.
Authors Schwandt & Ryan
Year 2018
Publisher ARMY Magazine
Kind of work article
Discipline Military
Kind of engagement applications
[No printed abstract; opening returned in summary form with embedded verbatim quotations.] The article introduces Systems Thinking v2.0, 'a new field of systems thinking' with 'the potential to transform the U.S. Army,' which the authors propose could 'create emergent and adaptive leaders' by valuing creative and critical thinkers, ultimately establishing 'a metacognitive force.' Systems Thinking v2.0 is 'predicated on new discoveries and ideas' centered on four simple rules known as DSRP. 'Systems thinking is the emergent property of four simple rules': Distinctions, Systems, Relationships, and Perspectives. 'The four rules of DSRP are a simple cognitive algorithm' for understanding how humans think systemically about problems. Derek Cabrera, cited in the piece, notes these represent 'four underlying patterns of metacognition universal to systemic thinking: making distinctions, organizing part/whole systems, recognizing relationships and taking perspectives.'
An ARMY Magazine article introducing Systems Thinking v2.0 — DSRP's four rules as a simple cognitive algorithm — and arguing the Army could use it to build a metacognitive force.
Systems thinking is the emergent property of four simple rules — Distinctions, Systems, Relationships, Perspectives — and training soldiers in them could create emergent, adaptive leaders.
Two US Army majors report using DSRP and visual mapping to run a functional analysis and reorganize NATO's Resolute Support headquarters in Afghanistan mid-operation, and argue for folding DSRP into Mission Command and the Military Decision Making Process. West Point already teaches the approach in systems engineering.
Patterns it shows D, S, R, P
How to cite this Schwandt & Ryan (2018). ‘Thinking About Thinking’: Soldiers Have a Better Way to Solve Problems. ARMY Magazine.