Set-aside proceedings are legal processes used to challenge and nullify an arbitration award or court decision on specific grounds, such as procedural irregularities or violations of public policy. These proceedings are crucial for ensuring fairness and adherence to legal standards in arbitration and judicial decisions, providing a mechanism for review and correction of errors.