CLIENT 0.5.1PYTHON 3.8+
Reproduce our results
Run the headline cells yourself with a fresh key and disclosed seeds.
Public repositories contain plant models, fairly tuned baselines, pre-stated verification bars, checkpointed result files, and seed discipline that separates tuning from analysis.
Free-key cells run to n=4096. Larger offline campaigns use the licensed local build.
The client drives the protected production service as a black box. No private update rule appears in the repositories.
QSC-BenchLatest frozen confirmation: 1,470 paired primary records across seven widths, two members at 210 of 210 each, explicit comparator failures, hardware evidence indexing, and machine-checkable artifact hashes.Reproducible Headline ResultsPublished reference implementation, pre-registered scale ladder to one hundred million channels, analog compute-stack campaign, per-seed records, and figure source data.
Need the answer on your plant?
Start evaluation Run preflight, inspect the evidence scope, then compare the active default and your incumbent under one measured budget.