The phrase 'in hot pursuit of' can be summarized as actively chasing or seeking something. The term is often used in reference to law enforcement officers chasing a criminal suspect. The crossword solution for this phrase is 'AFTER', which implies that the pursuer is following the pursued. This phrase is often used in popular culture, such as movies and television shows, to describe a thrilling chase scene.