Chorix · Kymtx

Governed
scientific discovery.

A scientific workstation for computational materials discovery and R&D: AI reasoning, real scientific engines and quantum simulation in one workspace, under human judgment.

Build matter. See it. Rule on a plan and run it on real engines. Keep each result as Evidence with where it came from, on a thread that remembers how the science got there.

For materials scientists, chemists, physicists, engineers, inventors and R&D groups.

Kymtx Atomic opening on diamond: a cubic carbon lattice of pale green atoms joined by dashed bonds inside its cell outline, with the line DIAMOND, cubic carbon, Fd-3m number 227, a = 3.567 angstrom, eight atoms per conventional cell, and the note crystal structure reference, not project Evidence
Computation

Scientific computation does the calculation.

AI

AI helps reason around it.

The record

Kymtx records which is which.

Authority

Human authority remains above both.

Scientific work is scattered.
Its results lose their context.

An investigation lives across papers, databases, Python environments, simulation packages, notebooks, AI chats, provider portals and structure viewers, carried between them by hand.

Context

A number forgets where it came from.

Copied from a run into a chat into a document, it no longer says which structure, method or version produced it.

Confusion

AI reasoning starts to look like a result.

A fluent paragraph and a converged calculation sit side by side with nothing to tell them apart.

Provenance

The path is hard to walk again.

Reproducing how a conclusion was reached means rebuilding the trail from memory.

Kymtx gives the investigation one governed workspace.

From matter to evidence,
every step on the record.

  1. Matter
  2. Question
  3. Deliberation
  4. Calculation
  5. Evidence
  6. Judgment
  7. Evolution

A thread is a persistent line of scientific inquiry, not a chat. It runs through one governed chain.

  1. Select or build the matter.

    From the Matter Library, or by hand.

  2. State the objective.

    What the investigation is trying to establish.

  3. AI seats investigate and challenge.

    Bounded accounts: structure, electronic, thermodynamics, reference, adversarial.

  4. The Manager proposes.

    M frames what must be known and drafts the plan.

  5. The Principal rules.

    The plan is held on the Judgment Ledger until it is ruled.

  6. SES validates and routes.

    The contract is checked and the work goes to a READY door.

  7. An engine executes.

    A classical engine or a simulator runs the approved task.

  8. The result returns through SES.

    Matched to its request; malformed output is held.

  9. It becomes Evidence.

    With its engine, input, run and class.

  10. Evidence moves the thread.

    M reconciles it against the hypothesis and poses its reading.

  11. Corpus keeps the evolution.

    Every step, as one graph.

  12. The Workbench shows where it stands.

    Current state and the next scientific work.

M decides what must be known. SES decides how to obtain it from the READY doors. The Principal judges.

The structure itself,
with its identity attached.

Atomic draws a structure in 3D, in 2D or as an outline: atoms and species, bonds, the unit cell and lattice, with inspection and measurement on the structure. It opens on diamond and says on screen what that is: a reference structure, not project Evidence.

SPECTRAL

Colour that comes from spectroscopy.

A species is coloured from its observed emission lines in the NIST Atomic Spectra Database. The source and its retrieval date are on screen. Of the 118 elements, 98 take a visible or composite colour, 1 is shown in labelled false colour, and 19 have no lines and are drawn dashed. The conventional CPK colours are one click away.

CELL

Cells, supercells, periodicity.

Inspect the cell and its volume, repeat it, project along a lattice axis. Diamond opens as a 2×2×2 repetition of its conventional cell.

COMPARE

Compare structures, not screenshots.

Two structures side by side, each with its own provenance, in overlay or difference view. When the compositions differ, Compare says so and maps nothing.

KEPT APART

Reference, user structure, computed structure, Evidence.

A library structure reads as a database reference. A structure built by hand reads by its own state. Neither is Evidence until a run makes it so.

Atomic Compare: water on the left with its two hydrogen atoms and one oxygen atom, a single oxygen atom on the right, and a panel reading DIFFERENT COMPOSITION, mapping none, with side by side, overlay and difference tabs
Compare in Atomic: water beside a neutral oxygen atom, both library references. Open full size
The Kymtx Matter Library: the heading Where matter becomes a scientific object, a search box, tabs for periodic table, molecules, crystals, compounds, ions, isotopes, structures, build, composite and my library, and the periodic table with a spectral colour dot on each element
The Matter Library, captured from Kymtx in October 2026. Open full size

Where matter becomes
a scientific object.

Choose matter at any level, from isotope to molecule to crystal, and carry it into Atomic as a reference structure with its source named. Nothing in the library is project Evidence until a run makes it so.

118 ELEMENTS

Search by name, symbol, isotope, ion or formula.

Carbon, 12C, C2+, diamond, H2O, NaCl, fcc. Molecules, crystals, compounds, ions and isotopes each have a tab.

BUILD

Add atoms. Construct a molecule or a material.

Built structures are kept in a library of the user's own, beside the references.

SOURCED

Reference data that names where it came from.

Molecules and bulk prototypes from ASE; isotopes from the NIST Atomic Weights and Isotopic Compositions; colours from the NIST spectral signature. The page's own footer says so.

ASSESS

Straight into the governed chain.

ASSESS STRUCTURE validates the structure, shows the route decision for every engine with its reason, and poses the plan to Judgment. SES executes nothing until the Principal approves it.

Every structure wears a provenance label: DATABASE, USER BUILT or GENERATED today. More labels, and file import and export, are to build.

What are we trying to establish,
what do we know, and what happens next?

The Workbench is the present-tense scientific desk: the thread and its objective, the current scientific state, the structure in Atomic, the Evidence, the Quantum execution, the Corpus, the Manager's account, the next scientific work, and any authority the Principal still has to give.

AUTHORITY REQUIRED

The open decision, in words.

Which structure, what would execute, what was excluded and why, and the external cost.

ASSESSMENTS

Every structure's progress on one line.

Validation, seats, plan, principal, SES, reconciliation, judgment: how far along the chain each assessment is, and which engines were selected, unavailable, not applicable or not justified.

ONE STEP OUT

Atomic, Evidence, Quantum and Corpus from the state itself.

Each node of the current state opens its surface on this thread, and each assessment links to Matter, Assembly and Simulation as well.

The Kymtx Workbench on a hydrogen-molecule thread: the objective Ground-state energy of H2 on the exact and shot simulators, and the current scientific state drawn as a tree with Atomic, Evidence, Quantum and Corpus nodes, the next scientific work and the Manager's account beneath
The Workbench on a hydrogen-molecule thread. Open full size
The Kymtx Theater with the Scientific Execution Steward panel open on the left, reading Execution interface, not a reasoning or judgment seat, with its charter, endpoints, adapters, activity and provenance, and green routes running from a stage manager down to the row of scientific doors
The Scientific Execution Steward's panel, open in the Theater: charter, endpoints, adapters, activity, provenance. Open full size

Every execution passes
through one controlled boundary.

The Scientific Execution Steward stands between reasoning and execution. It validates contracts, routes the work, matches each return to its request and holds malformed output. It is not a reasoning or judgment seat: it cannot change scientific intent or rule on anything.

MANAGER → SES → ENGINE → SES → EVIDENCE

One path out. One path back.

The approved plan goes out through SES; each result comes back through it and is written as Evidence by one writer.

ONE CHAIN

Every subject through the same steps.

A structure, a composite and a scene are all assessed through the same create, plan, pose, ruling, execute and reconcile chain.

READY DOORS ONLY

READY means a real validation passed.

A probe and a smoke test, never that a module merely imports. SES selects only from READY doors, and a capability that is missing is refused by name, not guessed.

BEFORE THE RULING

The plan and its cost, shown first.

The pose carries the execution plan: what is selected, what is not and why, and the external cost. Local runs read $0.

Principalthe person whose judgment governs
Workbench · Managerobjective, state, proposed next action
AI deliberationseats investigate and challenge
Judgmentheld until the Principal rules
SESvalidate · route · match the return
Classical enginesPySCF · Quantum ESPRESSO · ASE · pycalphad
Scientific datareference libraries · documents
Quantumsimulators today · QPU to build
Evidencethe validated result, with its provenance
Corpushow the investigation evolved

Evidence is not AI output.
Each thing on screen keeps its own name.

An Evidence row is a result with its origin attached: its class, method, source, uncertainty, the run that produced it and the conditions it ran under. It reads as a table, a plot or a field. Kymtx does not present every scientific-looking object as scientific fact.

CLASS

Reference, computation, simulation, measurement.

A value read from a source, a value an engine computed, a simulator's result and a measured value never share a label.

THE MACHINE'S READING

Beside the verdict, never instead of it.

A row can read SUPPORTED. That is the machine's reading; the verdict stays on the Ledger. Model proof is never physical proof.

SUPERSEDED

Replaced results stay, marked.

A row a newer version replaced reads SUPERSEDED wherever it is cited, including from the ruling that rested on it.

DOCUMENTS

A datasheet becomes reference Evidence.

A public datasheet or standard enters by its hash and page, posed to the Ledger first, and the same bytes are recognised if they arrive again.

The full vocabulary of classes, support states and verification levels is in the Docs.

Kymtx Evidence on a hydrogen-molecule thread: a plot of energy in hartree against iteration falling from near zero to about minus 1.84 over 97 iterations, filters reading class simulation 2, level simulated 2, support machine reading supported 2, and the row beneath labelled computed, shot simulator, simulation, simulated, supported, machine reading, verdict on the Ledger
An Evidence row as a plot: hydrogen's ground-state energy converging on the shot simulator, labelled SIMULATION · SIMULATED · SUPPORTED, with the note that the verdict is on the Ledger. Open full size
Kymtx Corpus on a hydrogen-molecule thread: a line from the origin through OBJECTIVE v1 and the H2 structure to NOW, with arcs rising to a quantum chemistry compile node and two VQE runs and falling to two Evidence nodes, edges labelled derived from and produced, and counts by kind beneath
Corpus on the same thread: origin, objective, structure, one calculation, two runs, two Evidence rows, now. Open full size

Evidence tells you what the results are.
Corpus tells you how the science got there.

Corpus draws one thread as a graph from its origin to now: the objective, the structure, the calculations, the runs and the Evidence each produced, joined by what was derived from what and what produced what. It is the same thread the Workbench and Evidence show, seen as history.

ONE GRAPH

Origin, objective, structure, calculation, run, Evidence, now.

The counts sit under the graph by kind. Step between threads, fit the graph to the window, and read the zoom on the status line.

NEGATIVE PATHS

Failure is scientific information.

A failed run, a refused capability and a result ruled no stay in the history, not deleted as noise.

TO BUILD

Branching, merging, search, trace.

Follow one result back to its source across branches of a line of inquiry.

Classical first.
Quantum where it has a purpose.

Kymtx is not a quantum computer app. Classical computation is used where it fits, simulation where it fits, and physical hardware only where it has a purpose. The Quantum surface shows a preparation as a chain: structure, active space, Hamiltonian, mapping, program, SES, backend, measurement, Evidence.

PROVEN TODAY

Hydrogen, on two simulators.

H2 in the STO-3G basis, prepared through PySCF: −1.845625 Ha on the exact simulator and −1.844728 Ha on the shot simulator at 4096 shots, each its own Evidence row.

NEVER MERGED

Exact, shot, and physical hardware.

The screen says which one ran, and a simulator's row carries the limitation of its model. One is never quietly answered by another.

TO BUILD

Physical QPUs, provider-neutral.

Through the user's own provider account, with the scientific problem kept Kymtx-native. No provider is offered until its run has been walked.

Kymtx Quantum on a hydrogen thread: a chain from structure and model through active space, Hamiltonian of four qubits, Jordan-Wigner mapping, a VQE program, SES ready, the exact simulator completed and the measurement, with an Evidence panel reading quantum ground state energy, simulated, not authoritative
A hydrogen run on the exact simulator, its Evidence labelled SIMULATED · NOT AUTHORITATIVE. Open full size

AI does not turn confidence
into authority.

A proposed scientific action is posed, held, ruled by the Principal, returned with proof, and acknowledged. The Ledger governs actions and judgment. It does not decide physics.

HELD

Nothing executes on a proposal.

Only approved routes run, each recorded with its exact input, runtime and raw output.

CITED

A ruling names what it rested on.

Every pose carries the identity and digest of the records behind it, and still resolves to them after newer versions exist.

PERSONAS

A seat can argue from a chair.

Twenty materials-science personas ship built in. A persona analyses, challenges and recommends; it acquires no authority.

STILL TRUE LATER

A ruling keeps pointing at what was ruled on.

Made on version 0 of a record, it still resolves to version 0 after version 1 exists, and says a newer one replaced it.

RECONCILED

The reading is posed, not assumed.

When the runs return, the Manager's reading of them against the hypothesis goes back to the Principal as its own decision.

STOP

The family's STOP control.

The mushroom is on the Stage and in the Theater, as in Chorix.

The Principal rules on: scientific direction, paid and external execution, what leaves the machine, which candidate advances, and whether an AI conclusion is accepted.

Where it came from.
How to arrive there again.

Provenance is the trail behind a result. Reproducibility is being able to walk it again. A result without its computational environment is incomplete provenance.

ONE RECORD

Every body has an identity.

A kind, an id, a version and a digest, for structures, assemblies and runs alike.

THE RUN

What ran, on what, with what.

Backend and version, action, input, runtime and raw output on every run. Data files it depends on are checksummed again at run time.

DOCUMENTS

A source is its bytes.

A datasheet or standard enters by its hash and page, Ledger first.

TO BUILD

Manifest, export, validation.

The whole computational environment as one object, an evidence package a reviewer can open, and reference calculations shown beside Kymtx's own.

The investigation lives on your machine.
External compute means something leaves it.

Stays local

The record and the work.

  • threads, structures and the Ledger
  • Evidence and Corpus
  • the scientific engines and their configuration
  • provider credentials, stored blind
To build · the scientific disclosure envelope

Exactly what scientific IP is leaving this machine?

  • destination, provider and account
  • the payload and its digest
  • purpose, cost and the approval behind it
  • the result it links to

Kymtx runs on the machine where it is installed and keeps its record in a database in its own data folder there. The AI seats run on the subscriptions and keys the user already holds. Setup stops for the Principal at identity, legal, financial and IP-egress boundaries.

Kymtx did not invent these engines.
It governs and orchestrates them.

The engine does the calculation, and the Evidence row names it and its version. Setup probes the machine, finds what is installed, builds a plan and runs local setup under one approval.

RUNNING TODAY

PySCF · ASE · Qiskit Nature · local simulators.

Molecular electronic structure, structure operations, quantum program preparation. You do not have to assemble a scientific Python and quantum environment by hand.

PARTIAL

Quantum ESPRESSO · pycalphad · Materials Project.

Each waits on something the user supplies: a pseudopotential library, a thermodynamic database, an API key. The door says which.

WINDOWS

The engines run in WSL2.

Kymtx runs natively on Windows; the scientific engines run in a Linux runtime Setup points at.

A door reads one of twelve states, each with the sentence that says what is missing. They are listed in the Docs.

Kymtx Scientific and Quantum Setup: panels for scientific stacks and their state, the atomistic stack with build plan, and machine and runtime readiness with a probe button
Scientific & Quantum Setup: one governed plan. Open full size

An honest look
at what exists.

Implemented means merged in the app with a proof on file; each such row still owes the Principal's own walk. Partial names the part that runs. Planned is designed, not built. Research target is a horizon, not a feature.

SurfacesThe scientific family
KymtxWindows + WSL2
Atomic: 3D / 2D / outline, spectral colour, references, CompareImplemented
Matter Library: 118 elements, molecules, crystals, buildersImplemented
Workbench: objective, state, authority requiredImplemented
Evidence: table, plot, field; class and machine readingImplemented
Corpus: one graph per threadImplemented
Corpus: branching, merging, search, tracePlanned
Quantum: exact and shot simulatorsImplemented
Quantum: physical QPU providersPlanned
Judgment Ledger with record citationsImplemented
Engines, data, toolsBehind the surfaces
SESREADY doors only
SES boundary and the one governed chainImplemented
PySCF, ASE, Qiskit Nature, simulatorsImplemented
Quantum ESPRESSO, pycalphad, Materials ProjectPartial
Setup, readiness, credentials stored blindImplemented
Document door: source to reference EvidenceImplemented
Personas: 45 built in, three familiesImplemented
Disclosure envelope, runtime manifest, evidence exportPlanned
Patent and publication lineage toolsPlanned
HPC, GPUs, annealing, automated laboratoriesResearch target

Questions
a thread can carry.

CHEMISTRY

"Build a molecule and investigate its electronic behaviour."

Build, assess, rule, run, read the Evidence, reconcile.

RESEARCH

"Trace a result from its source structure to the conclusion."

Corpus draws the path.

MATERIALS · TO BUILD

"Compare candidate crystal structures for a property."

Evidence per candidate, a comparison, a ruling on which advances.

QUANTUM · TO BUILD

"Route a workload from simulator to QPU."

The simulator half runs today.

Recorded demonstrations of real threads, from diamond in Atomic to a result traced back through Corpus, are to make.

The Kymtx Theater: the conductor core as a gold glass orb with three seats around it on a ring and one stage manager below with its hands on spokes
The Kymtx Theater, the family's room, where seats cross-examine a scientific question and routes run to the scientific doors. Open full size

Students, patents, papers.
Each rests on the Evidence beneath it.

Students · to build

Chorix Student, powered by Kymtx.

A course as a workspace, with a stack per subject, and a one-seat trial for departments.

Patent and IP · partial

A claim traced to the Evidence that supports it.

Fifteen Patent & IP personas ship today. Claim and evidence tracing is to build.

Publication · partial

A paper's assertion traced to its exact run.

Ten Scientific Publication personas ship today. Flagging a statement when its Evidence is superseded is to build.

No price is set yet.
What it will and will not cover is.

Kymtx is planned as a subscription; Chorix Studio and Pro stay a single purchase. The Kymtx fee will never include what outside science costs unless it says so in plain words.

The Kymtx subscription

The workstation.

  • the scientific surfaces
  • the governed chain, SES and the Ledger
  • Evidence, Corpus and the record
Outside costs, always separate

What Kymtx does not bill or resell.

  • AI subscriptions and API usage
  • QPU time and cloud compute
  • commercial scientific databases

Chorix governs how several intelligences work.
Kymtx takes that where evidence matters.

Chorix is human-governed multi-AI orchestration. Ensemble runs it for a team. Kymtx is a standalone scientific workstation, not an edition of Chorix: it inherits the family's governance and adds scientific objects, execution, Evidence and provenance.

The science,
without the repetition.

None of them. It is the workstation that joins them: the user's own AI models propose, scientific engines calculate, and the Principal rules. No quantum computer is needed.

What Kymtx stands on,
and what it does not claim.

Kymtx uses reference data from the NIST Atomic Spectra Database and Atomic Weights and Isotopic Compositions, and runs ASE, PySCF, Quantum ESPRESSO, pycalphad and Qiskit Nature, with Materials Project as an optional data source. Each is the work of its own authors. What each is used for.

Scientific notice

Scientific software, not an autonomous scientist.

Results depend on their models, assumptions and inputs, and need interpretation. AI output may be wrong. The user remains responsible for scientific conclusions.

Notice for IP tools

Not a law firm. Not legal advice.

Drafting assistance creates no attorney-client relationship, and inventorship is a legal determination for qualified counsel.

One thread · matter to evidence

The science is real.
The provenance is trustworthy. The AI is never confused with the science.