Acids have characteristics of being corrosive and having a sour taste, while alkalis are bitter and slippery. The key way to differentiate between acids and alkalis is by using litmus paper, with acids turning litmus paper red and alkalis turning it blue. Most acids are corrosive and can burn the skin upon contact. Acids come from both plant and animal sources.