28 AI text generators you can try right now But for now, all you really need to understand is that these tools are impressive-even if they frequently make things up. You can dive deeper into the specifics of how this works by reading more about natural language processing and how ChatGPT works. That's just scratching the surface, but it gives you an idea of what we're looking at here. Most AI text generators also offer a text editor, where you can edit the AI-generated text directly from the app. It would have you indicate the content type, let you select the length, choose a tone from a dropdown menu, and so on. In an AI text generator, you'd get prompted for all that information. For example, you'd type: "Write a 150-word email in a friendly tone to a customer about the new matching human/dog outfits offered by Winston.ly." In ChatGPT, if you wanted to write a 150-word email in a friendly tone to a customer about your new product feature, you'd need to type that all right into ChatGPT. It's nothing you can't do in ChatGPT, but it's presented in a way that makes sure you don't forget any important details, helping you get the best output possible. What most of these AI text generator apps do, then, is add a user interface on top of GPT that allows you to control its output.
It's wild how much work has gone into it-and how little we understand about how these algorithms really work. Basically, GPT has crunched through the sum total of human knowledge and built a deep learning neural network-a complex, many-layered, weighted algorithm modeled after the human brain. That training data includes books, articles, and other documents across all different topics, styles, and genres-and an unbelievable amount of content scraped from the open internet. GPT works by taking a text prompt and then predicting what words will best follow on from your request, based on the data it was trained on. Since most text generation apps rely on GPT-and GPT itself is based on the transformer architecture that Google developed and uses in LaMDA-let's hone in on how GPT works, so you can have a rough idea as to what's going on under the hood with these language models.