WEB14.1 The Nature of Acids and Bases. s that taste sour. Bases, sometimes called alkalis, are characterized by their bitter taste. and slippery feel. Arrhenius Concept- acids produce hydrogen ions in aqueous solution, while bases prod. ce hydroxide ions. Limited because it applies only to aqueous solutions and allows for onl.