Thumb Pick Slips?
Take a sharp knife and score the inside of the pick where the pad of your thumb touches it. Come into the pick from the top with the knife, and the ridges you score will point upward, adding to the holding power as your thumb pulls against them.

Thanks to Stephen Hanes for this info.