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.
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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.
candidate falsifications of O-Theory and the resolutions that settle them
Cabrera D, Cabrera L, Cabrera E, Cabrera Research Lab, 2026
A standing adversarial search for a phenomenon that would end O-Theory: one organized system whose structure requires a fifth pattern, a ninth element, or a fifth structural dynamic. Sixty-four candidates were drawn from seven territories and ninety-two sources, spanning quantum mechanics, mereology, category theory, mathematical structuralism, process metaphysics, non-dual traditions and the philosophy of emergence. Thirty-nine were written up in full and are published whether they held or failed, alongside sixteen resolutions — the general answers the cases settle against, each stated to settle a class rather than an instance. Three rescues are forsworn in advance: the inventory is not expanded to absorb an anomaly, no boundary is redrawn after the fact, and no case is reclassified once its result is known.
No counterexample has survived. Of the thirty-nine written up, each is settled by one of sixteen resolutions, and the two most general — that the calculus predicts missing structure rather than labelling observed structure, and that representation does not require the thing represented to be true — hold of the record as a whole rather than of any single case. The hardest territories were quantum mechanics and non-dual metaphysics. The recurring failure among candidates was a silent change of boundary, grain or context mid-argument, which eleven cases turn on. The count of surviving counterexamples is zero and is printed on the site as a live figure rather than a claim.
Bears on both universality questions, and differently on each. For 𝕄 it is weak: the candidates are drawn from theories and formalisms rather than from minds, so the record tests whether the inventory can represent what people have written down, not whether minds organize that way. For ℝ it is the direct test — the candidates are physical, mathematical and metaphysical systems, and each failure is a system whose structure did not require a fifth pattern. What it cannot do is establish universality, only fail to refute it: an unbroken run of thirty-nine says the inventory has not yet been forced to grow, which is the strongest thing a falsification record can say and weaker than a proof. Its value is that the search is adversarial and that the failures are published alongside the successes.