Most of the tools and examples I’ve shown so far have a fairly simple architecture.They’re made by feeding a single input, or prompt, into the big black mystery box of a language model. (We call them black boxes because we don't know that much about how they reason or produce answers. It's a mystery to everyone, including their creators.)And we get a single output – an image, some text, or an article.

By now language models have been turned into lots of easy-to-use products. You don't need any understanding of models or technical skills to use them.These are some popular copywriting apps out in the world: Jasper, Copy.ai, Moonbeam