Buy this 12 Pack: Winsor & Newton™ Artisan™ Linseed Oil at Michaels. This slow drying medium is designed to help when painting in layers to maintain the "fat over lean" rule. The most commonly used oil medium, linseed oil reduces consistency and improves paint flow while increasing gloss and transparency.