Forecast retrain unblocked: dual-holdout gate (legacy + temporal)
The weekly forecast retrain has rejected every new model since May 3, 2026, because the frozen 2024-style holdout no longer reflects 2026 reality. We shipped a dual-holdout gate that requires the new model to not regress on RECENT data without catastrophically regressing on legacy.
#methodology#ml#forecast#retrain#distribution-shift#holdout#gate