Impermanent: A Live Benchmark for Temporal Generalization in Time Series Forecasting. - Azul Garza; Reneé Rosillo; Rodrigo Mendoza-Smith; David Salinas; Andrew Robert Williams; Arjun Ashok; Mononito Goswami; José Martín Juárez (CoRR, 2026)