The document discusses Algorithmia, a platform that aims to make applications smarter by building a community around algorithm development. It notes the shortage of qualified algorithm developers and that new algorithms don't always reach those who could benefit. Algorithmia is presented as a solution, being a marketplace where algorithm developers can submit code and others can access state-of-the-art algorithms through simple APIs, without having to deploy or scale infrastructure themselves. The document outlines several advantages to users and developers, and invites the reader to join Algorithmia's efforts.