Relevant logic is a type of non-classical logic that seeks to ensure the premises of an argument are directly relevant to the conclusion, thereby avoiding paradoxes of implication found in classical logic. It emphasizes the preservation of relevance in logical entailment, making it significant for applications in areas such as computational logic and philosophical reasoning.