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How might artificial intelligence (AI) reshape the way trademark professionals evaluate "likelihood of confusion"? This is one of the most important—and rapidly evolving—questions in trademark law. INTA’s recently released study, Exploring the Use of Artificial Intelligence in the Likelihood of Confusion Analysis, is the first major attempt to provide an answer. It takes a close look at how AI technologies—from machine learning and natural language processing to image and audio recognit...

