The document discusses the future of conversational user interfaces. It notes that (1) voice assistants and artificial intelligence are improving rapidly, allowing for more natural conversations; (2) ecosystems are evolving from websites to apps to conversational agents; and (3) interfaces are shifting from commands to conversations with augmented intelligence. The future may include personal clouds and marginal singularity through contextual programming languages and services.