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The interdecadal change in seasonal predictability and numerical models seasonal forecast skill in the Northern Hemisphere (NH) are examined using both observations and the seasonal hindcast from six coupled atmosphere-ocean climate models for the 21 years of 1960-1980 (P1) and 1981-2001 (P2).