Complete joint-adapter controls
6/6 model/processing controls passed.
Charged 36/36 native fixture evaluations and 36/36 old/new bounds; 2340/2,340 logical bound steps. Elapsed 25.12 seconds.
These fixed generated controls check training-conditioned bounds, subdomain transfer, center/column preservation, independent training-row and prediction-endpoint audits, and the final known-truth check. They are unblinded software qualification, not aircraft validation or calibrated statistical coverage.