How we audited our own shutdown-forecast model and published the embarrassing numbers

Voidly Sentinel publishes three accuracy splits — stratified (inflated 0.98 AUC), time-based (random 0.50), and LOCO median (honest 0.91). We cite the honest number, not the impressive one.