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 Tversky and Kahneman
Year 1981
Publisher Science
Discipline Cognitive Science
Read it at the publisher 10.1126/science.7455683
The psychological principles that govern the perception of decision problems and the evaluation of probabilities and outcomes produce predictable shifts of preference when the same problem is framed in different ways. Reversals of preference are demonstrated in choices regarding monetary outcomes, both hypothetical and real, and in questions pertaining to the loss of human lives. The effects of frames on preferences are compared to the effects of perspectives on perceptual appearance. The dependence of preferences on the formulation of decision problems is a significant concern for the theory of rational choice.
To study the psychology of choice and its relation to the framing of decisions.
They found that subjects bounced between finding one option better over the other, depending on how the choice was framed. They offer that the appeal of certain options is correlated with the frame itself. Such that changing the frame, can change the attractiveness of options, and therefore the decision made and actions taken. This is also the case with choice-making. Normally, discovering that your previous mental model is incorrect, the decision-maker could reconsider the framing and assumptions that were initially put in place, knowing that there is no true way to get a correct mental model.
The underlying subjectivity of how things are framed necessitates an understanding (and awareness) of the root perspective from which it originated.
Often perspective is seen as synonymous with how things are framed. In other words, how things are framed (a problem, issue or situation) is rooted in a perspective. Notably, the way things are framed often shapes the action’s one takes, or decisions made. Tversky and Kahneman (1981) studied the psychology of choice and its relation to the framing of decisions. They looked at the difference between the dependence on frames and the dependence of perceptual appearance on Perspective in general. They found that subjects bounced between finding one option better over the other, depending on how the choice was framed. A metaphor was used in the discussion, “If while traveling in a mountain range you notice that the apparent relative height of mountain peaks varies with your vantage point, you will conclude that some impressions of relative height must be erroneous, even when you have no access to the correct answer.” They offer that the appeal of certain options is correlated with the frame itself. Such that changing the frame, can change the attractiveness of options, and therefore the decision made and actions taken. This is also the case with choice-making. Normally, discovering that your previous mental model is incorrect, the decision-maker could reconsider the framing and assumptions that were initially put in place, knowing that there is no true way to get a correct mental model. The underlying subjectivity of how things are framed necessitates an understanding (and awareness) of the root perspective from which it originated.
Patterns it shows P
How to cite this Tversky and Kahneman (1981). The Framing of Decisions and the Psychology of Choice. Science.