Whether you’re a creative or an chatbot ideas, newcomer to design, writing, or web development, chatgpt ideas can be a powerful tool for streamlining tasks. But how does it work? This article explores the basics of the technology and ten creative ways to put it to use.
The basic concept is that you start with a huge sample of text, from the internet, books, etc. and train a neural net to be able to start with a prompt and then generate a response that is like what the original text looked like. It’s not perfect, but it gets pretty close. And it’s better than just picking out random words and hoping they make sense, which is what the AI in your phone does, or focusing on phrasal templates (like Mad Libs) that have been proven to be logically coherent.
Create a dialogue between two characters who have different perspectives on the consequences of climate change
This process is called “generative model training”, which is the key part of why it works so well, even though it might not always seem so. It trains the neural network to create a series of responses that have an overall logic and readability, as well as to be able to continue from prompts, or even shift from one subject to another in a conversational manner.
It also makes it better at dealing with mathematical questions than the initial model was, although it’s not quite as good at it as a human. But it’s a remarkable result, and an important step in the continuing effort to understand how language is created and understood, or at least what parts of that process the neural net might be able to do automatically.