I replaced your prohibited Floppaganda and unnecessary Pkg.add setup with imports for the already-installed packages, that's a 5-point deduction. Your final-segment preprocessing and per-state one-step validation are strong, but including two lagged inputs makes B a 3×3 coefficient block rather than the requested 3×1 state-space input matrix.