An automated multi parameter neural architecture discovery framework using ChatGPT in the backend.

Summary: Building smart computer brains (called neural networks) is usually a very hard job. It takes a lot of time and requires highly trained experts, especially when building them for small devices like phones or smart watches. These small devices need AI that doesn't drain the battery, takes up very little space, and works super fast.

To solve this, scientists created a new tool called LEMONADE. Instead of a human expert doing all the hard work, LEMONADE uses smart chatbots like ChatGPT to automatically design the perfect computer brain! You just tell it what you need (like low power or small size), and it builds it for you. When tested on tasks like sorting photos or finding malaria in blood samples, the AI built by LEMONADE worked just as well as the ones built by top human experts. Now, even beginners can create amazing AI for everyday gadgets!