New approaches are emerging to develop probabilistic forecast information to help convey forecast uncertainty for decision making.  This session will explore techniques and applications of NWP, particularly ensembles and model blends, to produce probabilistic forecasts of rainfall, snowfall, and ice accumulations. The session will also address methods to assess the skill and utility of probabilistic precipitation forecast information.