nuts that have gone rancid (you'll know by the acrid smell), should be tossed immediately! there's no cure for rancid nuts, but stale nuts can be revived and put to good use in baking and cooking. refresh stale nuts by spreading them out on a parchment covered baking sheet, and baking at 350 degrees f for 10 minutes.