Metamorphic solver verification
Instead of comparing against golden numbers, this agent fuzzes each kernel over its physical envelope and checks the relations physics demands: scaling exponents, monotonic responses, and quantities that must not move at all. Every run is seeded, so any violation reproduces exactly from the seed and case index shown below.
No surrogate has been trained in this browser yet. Metamorphic relations check the solvers; this card reports every physics-loss surrogate fit that may stand in for them and whether each cleared the promotion gate.
Open operator trainingThe model only picks from transforms and invariants that already exist in the kernel, on fields the solver declares — proposals that name anything else are discarded before they can run. Each surviving proposal is dry-run over the same seeded fuzzer, and nothing enters the suite until you accept it.
Captures spec versions, parameter envelopes, metamorphic gate results and solver settings into one signed-by-digest record, so any number this build produced can be reconstructed and audited later.
Metamorphic verification session — 26 spec rows, 4 solver envelopes, 5 settings, metamorphic gate not run · fnv1a-8bd20fa8
Run the verification suite above first to attach invariant evidence — the record exports either way, but it will state that the gate was not run.