Request the capability.
Define the physical state, decision and evidence that would make the answer useful.
Challenge LINUREngine · Evidence-controlled architecture
Shared coordinates. Domain-specific operators.
The LINUR Engine connects geometry, fields, phase, propagation and energy flow to a decision. Each application keeps the physical operators and evidence boundary its domain requires.
01Geometry02Fields03Phase04Propagation05Energy flow
LINURGoverned engine
01
Simulate
Map the admitted system and preserve the frozen conditions.
02
Understand
Expose which assumptions, constraints and dependencies govern the result.
03
Control
Act only where the evidence and validation stage permit it.
Selective depth
One foundation. Only the relevant branch.
A request does not load one enormous model. The Engine descends through a governed capability pyramid until it reaches the individual physical state required for the decision.
- 01General foundation
Conservation, geometry, coupled fields and the certified numerical core.
- 02Domain
Matter, energy, devices or cosmic systems select the relevant physical branch.
- 03System class
The branch narrows to an atom, molecule, material, field system or device family.
- 04Problem class
Prediction, reconstruction, optimization or control defines the required capability.
- 05Individual state
Only the admitted state, conditions and uncertainty needed for the decision are loaded.
How LINUR learns from reality
Evidence enters first. Equations do not rewrite themselves.
The Engine identifies the most informative next experiment. Laboratories provide physical evidence. Every result first enters an immutable evidence registry; some measurements are declared calibration data, while others remain unopened held-out tests.
- 01Frozen capability gap
- 02Predeclared experiment
- 03Immutable evidence
- 04Target-blind operator improvement
- 05Independent transfer
- 06Additive release
Connected, not interchangeable
Connected layers keep the physical claim honest.
The layers may couple, but one cannot silently stand in for another. Every connection carries units, uncertainty, provenance, authority and the exact operator version that produced it.
- 01Nuclear state
Isotope composition, nuclear energy levels, admitted decay channels and intrinsic transition operators.
- 02Atomic state
Electronic configuration, charge state and polarization.
- 03Bond state
Chemical identity, connectivity, orientation, equilibrium scale and local stability.
- 04Molecular state
Connected geometry, energy, conformational branches and environmental response.
- 05Lattice state
Crystal organization, defects, collective geometry and phase.
- 06Material state
Transport, thermal and electromagnetic response assembled from admitted lower layers.
- 07Environment and device
Boundaries, loads, operating conditions and the physical decision being tested.
- 08Laboratory evidence
Immutable measurements, uncertainty and provenance used for calibration or held-out comparison.
How a capability request moves
A gap becomes a governed addition.
Audit the branch.
Reuse every certified layer that already applies and identify the exact missing interface.
Develop without the target.
Build the missing operator against independent controls before the held-out answer is opened.
Verify and connect.
Seal the new layer additively, preserve its limits and return it to the requesting application.
Engine-native result
Sealed orchestration
The pyramid routes each request through versioned capabilities while the underlying implementation remains confidential.
Extension in progress
Capability boundary
If a required layer is absent, the Engine returns a precise gap or next experiment instead of fabricating an answer.
Across scale