AI IN TRADEMARK EXAMINATION AND ENFORCEMENT BALANCING INNOVATION AND FAIRNESS

Abstract

The integration of Artificial Intelligence (AI) in trademark examination and enforcement has revolutionized intellectual property (IP) management by improving efficiency, accuracy, and scalability. AI-powered tools aid in automating trademark searches, detecting potential infringements, and streamlining legal decision-making processes. However, concerns arise regarding algorithmic bias, lack of transparency, and potential threats to fairness in legal adjudication. This paper explores the dual

Keywords: AI, Trademark Examination, Trademark Enforcement, Intellectual Property Law, Algorithmic Bias, Legal Fairness, Innovation.