An independent nonprofit research institute in Austin, Texas. Our science, Recognition Science, derives the forced structure of reality and puts it to work in programs for energy, computing and medicine.
Reality has one forced shape. A recognition is one thing told from another: a comparison actually made. Recognition Science starts from three facts that every question already uses, adds the stated conditions of each part of that shape, and proves that under them only one answer is possible. We follow that shape into gravity, matter, morality and meaning.
The Forced Core of Physical Reality. Manuscript (PDF), not yet peer reviewed.
Our mission
We have listed everything the structure of reality has to account for, from counting and the golden ratio to proteins and minds. Each square below is one of them, and it fills in as its result is derived.
Updated 8 November 2026, 8:48 AM CT
One square for each thing to derive, in the map’s order and grouped by domain. Grey squares are not yet derived. Point at a square to see its name; select it to open it on the map.
Open the mapThe forced shape in one view
Our Science
Each of these pages states one part of the structure, shows it working live in your browser and names the conditions it rests on.
Mathematics · Morality · Meaning
Mathematics, morality and meaning are built into reality: physical structures forced by the same act that forces physics.
Watch the film and explore The Actuals
Morality from first principles
Morality is physics: one forced code, the same for everyone. It permits exactly the least costly acts its four clauses admit; consent is one of the clauses.
Watch the film and explore The Moral Code
Mathematics
From one repeatable act, telling two things apart, it builds arithmetic, the integers, the ratios and the line of real numbers. Every proof in it carries its price: the principles it uses beyond what distinction forces.
Gravity
Events are records on a four-dimensional lattice. At long wavelengths, its weak waves obey Einstein’s linearized equations and travel on the light cone: proved at κ = 1, the value of the one free number in the lattice’s metric at which each step runs at light speed. That value is identified, not derived, and a massless quantum graviton is still open.
Simulation
A recognizer is any system that makes comparisons. We run the recognition law forward from the empty record, in exact arithmetic, carrying every history the law allows.
Research
Each designed page takes one paper’s central result: the question it answers and who asked it first, the result working in your browser, and what it means for the structure of reality.
Preprint, 2026 · not peer reviewed
Under the readings the paper names, one cost, the price of comparing two amounts, gives both the pull that holds the hydrogen atom together and the motion of its electron.
Hydrogen from One Cost: The Lattice Coulomb Field and the Bohr Spectrum
Preprint, 2026 · not peer reviewed · Film: Never Both
This preprint derives the Standard Model’s gauge group, with the inputs it names, from comparing the six one-bit facts of a three-bit state.
The Standard Model Gauge Group and One Generation of Matter from a Three-Bit State
Two of the 24 are accepted and in production.
Journal of Statistical Mechanics: Theory and Experiment, 2026Counting at a fixed average cost gives Boltzmann’s law.A Finite-State Gibbs Construction from a Recognition Cost
Mathematics (MDPI), 2026A connected network has one resting state for each twist its loops hold.Finite-Volume Stability and Flux Sectors in a Reciprocal Ratio Gradient Model on Graphs
Entropy (MDPI), 2026Gravity is the books balancing.A Discrete Informational Framework for Classical Gravity
Foundations (MDPI), 2026The universe keeps double-entry books.Coherent Comparison as Information Cost
Mathematics (MDPI), 2026Nobody set these numbers.A Coherence Theorem for Conserved Comparison Ledgers: Structural Axioms Pin Down the Scale, the Cost, and the Ratio
Axioms (MDPI), 2026Many things, priced along one direction.Multidimensional Cost Geometry29 designed pages · 12 with films · 62 papers in all, with books, preprints and manuscripts
Book-length works from Recognition Science. Each follows one question at length and keeps the conditions of its results with them.
Our program for discovering new theorems, which ran until 6 November 2026. It joined pairs of proved results from the institute’s library of theorems into new claims; in its last week it settled ten problems the library had listed as open.
Applied programs
Abundant energy, computers that work with light, and medicine designed from the physics of molecules. Understanding nature should change what we can build. Each program’s briefing is private; to ask for one, write to hello@recognitionphysics.org.
Fusion · Plasma Fold
Most fusion machines bend their magnetic field into a ring, because a straight field leaks at its ends. Ours stays straight. A magnetic mirror at each end turns most of the ions back, and a hill of voltage turns back nearly all the rest.
A design and a simulation. Nothing has been built yet.
Quantum computing · Experiment · arXiv preprint
In eight sequential passes on Quandela’s photonic processor, our team measured CHSH correlations in selected photon detections, and every pass scored above 2. The detections are postselected and both qubits sit on one processor, so the result is a measurement reference, not a certificate of entanglement. The counts, analysis and code let other researchers inspect and reproduce the calculation.
Recorded · Model of sensitivity to readout imbalance · bars: counting uncertainty
Biophysics
The institute’s program in protein folding and molecular design. Its briefing is private and opens with the password that comes with an invitation.
Our people
Our work connects mathematical foundations with molecules, plasmas, light and computation. The team brings the expertise needed to move between a formal result and a physical experiment.
Collaborate with us
We welcome researchers and partners with a problem our science could help address, or an experiment that could put it to the test.
Bring a question, a mathematical idea or an experiment that could advance the work.
Discuss a research ideaFind where our work in energy, medicine or quantum computing could connect with yours.
Start a conversationGifts from individuals and foundations fund research fellowships, experiments, open-access publication and independent critique of our work.
Ways to give
