Samurai AI is a comprehensive read-it-later application that utilizes artificial intelligence to generate brief, accurate summaries of various kinds of online content including YouTube videos, web articles, and TED talks. The tool aims to enhance productivity by allowing users to stay informed and consume knowledge rapidly without having to wade through the entire content. Samurai AI cherry-picks critical insights and presents them in an easy-to-read format, ensuring users gain more knowledge in less time.