{GA}
All gates · shared · L1 · twin
Validator · Gate KX-L1-A20

Fused strain + magnetization quench-precursor detector

KX-L1-A20reproducedverification card freeze 2026-08-27

What was computed

[T-synthetic] fused AUC 0.992 vs mag 0.976 / strain 0.921; TPR@1%FPR 0.857 vs 0.671/0.372; fused dominates full ROC

Reproduce this

# Reproduce KX-L1-A20 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-A20 is anchored in the 2026-08-27 freeze spine (verdict: reproduced).