ChatGPT is a powerful language model developed by OpenAI to understand and generate natural language in various contexts like conversation. It works by analyzing patterns in large amounts of language data to understand context and respond relevantly. While ChatGPT has many applications and advantages like diversity and scalability, limitations include potential bias, lack of common sense, and inability to reason complexly. Overall, ChatGPT demonstrates significant progress in natural language processing.