HUM SOC AI SCI ECO ME MechAI Stop Feeding Forecasting Models Blindly: A Forecastability Triage Workflow for Time Series A deterministic, information-theoretic workflow for diagnosing target memory, exogenous signal retention, lag legality, sparse feature…