RESEARCH

Measured, then re-solved.

Every number below is reproduced by a classical solver before it appears here. The engineering record is public as it ships.

SEC. 05 · BENCHMARKS

Against the incumbents.

EVERY DAEDALUS NUMBER IS RE-SOLVED BY A CLASSICAL SOLVER BEFORE IT IS PUBLISHED.

BM. 01TIME TO FULL FIELD
ONE PRESSURE FIELD, ~2,750-ELEMENT SCENE, UNSEEN GEOMETRY. LOG SCALE.
BM. 02CANDIDATES PER DAY
DESIGN ITERATIONS A SINGLE ENGINEER CAN EVALUATE IN 24H. LOG SCALE.
BM. 03ERROR GROWTH AT 16× RESOLUTION
TRAINED AT 320 ELEMENTS, TESTED AT 5,120. SURROGATE BASELINE FROM PUBLISHED PRIOR ART.

INCUMBENT FIGURES REFLECT TYPICAL COMMERCIAL-SOLVER WORKFLOWS ON EQUIVALENT SCENES; SURROGATE DEGRADATION FROM PUBLISHED BASELINES. METHODS NOTES SHIP WITH EACH RELEASE ON THE RESEARCH PAGE.

TECHNICAL NOTES

R-01
THE BOUNDARY OPERATOR
Why surfaces beat volumes: memory walls, resolution transfer, and boundary tokens.
FORTHCOMING
R-02
THE VERIFICATION LOOP
Generate, then re-solve: keeping an optimizer honest with a classical solver in the loop.
FORTHCOMING
R-03
ZERO-SHOT ASSEMBLIES
Multiple scattering from single-part training: what composition buys and where it stops.
FORTHCOMING