Julienne Stroeve discusses the need for improved forecasting of changing sea ice conditions months to years in advance. She notes that summer sea ice has been declining rapidly, opening new shipping routes in the Arctic. However, forecasts have large uncertainties and are needed at shorter time scales and with higher spatial resolution. Improving processes like melt ponds and ocean upwelling in models could enhance forecasts, as could initializing forecasts with ice thickness maps. A dedicated polar prediction effort like the proposed Year of Polar Prediction could bring together international experts to advance this important area.