What was computed
GNN demo: AUC 0.980 beats singles, below MF-fusion 0.992 (A20 reproduced); recon NRMSE 0.396 [T-synthetic]
Reproduce this
# Reproduce KX-L1-A12 against the frozen record pip install kronos-toolkit # github.com/KronosFE/kronos-toolkit python -c "from kronos_toolkit.verify import run_regression; run_regression()" # KX-L1-A12 is anchored in the 2026-08-27 freeze spine (verdict: reproduced).