Natural language processing (NLP) is revolutionizing human-computer interactions, making it possible for computers to understand and respond to natural language inputs in a more human-like way. Large language models, such as those powering ChatGPT, are enabling the development of simple natural language interfaces that can create applications, art, and stories, and surface interesting content and perspectives. These interfaces bypass traditional programming requirements, allowing users to interact with computers in a more conversational manner. The potential for LLMs to turn programming itself into a natural language construct is vast, making it possible for users to ask computers to perform tasks without needing to write code. This shift towards natural language computing has the potential to make NLP the dominant computer language of the next decade, transforming how we interact with technology and access information.