This document discusses pharmaceutical incompatibilities, which are undesirable changes that occur when two or more substances are combined, affecting safety, efficacy, appearance, and stability. There are three main types of incompatibilities: physical, chemical, and therapeutic. Physical incompatibilities involve a physical change when substances are combined, such as changes in color, odor, taste, viscosity or morphology. One example given is insolubility - when one substance is insoluble in the vehicle it is being added to, such as chalk powder precipitating out of an aqueous solution due to its insolubility in water. Suspending agents can be added to prevent precipitation in such cases.