The Bay Leaf is an aromatic leaf commonly used in cooking. If eaten whole, bay leaves are pungent and have a sharp, bitter taste.The leaves and oil are also used to make medicine. People use bay leaf for diabetes, cancer, stomach problems and many other conditions. Bay leaf can also be unsafe if the entire leaf is taken by mouth.