The Resolution Principle is a fundamental rule of inference used in automated theorem proving and logic programming, allowing for the derivation of contradictions to prove the validity of logical statements. It works by refuting the negation of a statement through systematic application of resolution steps, ultimately demonstrating the original statement's truth if a contradiction is found.