The document discusses how AI assistants like Alexa and Siri are becoming more helpful for everyday tasks by improving their conversational abilities. Researchers are developing new techniques for these systems to understand context and generate more natural responses during a back-and-forth discussion. However, there are still many challenges to overcome before AI can truly hold a human-level conversation.