Semantic ambiguity arises when a sentence or phrase can have multiple meanings due to the meanings of its constituent words or structure, creating challenges in interpretation and communication. This phenomenon is prevalent in natural language processing and linguistics, requiring context or additional information to resolve the ambiguity effectively.