GPT-3 can generate a React app from natural language description (opens in new tab)

This comment seems short-sighted. Code that can generate a working set of interlinked page elements from natural English? How on earth is that a gimmick? This is incredible. This is the Pong to the Crysis of 25 years from now, when we can describe entire applications into existence.

I can't fathom the mindset that dismisses this as a gimmick. Is the first step on every journey meaningless? And this isn't even the first step-- this is miles in!

It looks like a gimmick but it certainly is not. This is a highly underrated demo.

GPT3 incorporated into IDEs can provide a productivity boost. Imagine this coupled with a testing framework. I would not trust a GPT3 produced code base, after it does not "understand" what it is doing but if it passes all tests, I might be able to. Would you?

For now... :)

It doesn't understand English. It knows how to make up text that looks a lot like the text that it read. It read a lot of examples of code, so it know how to make up code that looks a lot like what it read. Some of this code works, since some of what it read works. But if it read too much non-working code from stack overflow questions, it might write code that doesn't work.

Edit: apparently it read a lot of Github repositories, so most of what it mimics is working code.

Apparently it was trained over GitHub repositories.

https://youtu.be/fZSFNUT6iY8

this is great for all the people who hate gluing together boilerplater and pipes. in my opinion, the hardest part of development is the "natural language description". gathering requirements, making sure everyone is on the same page with what is being requested, etc. if we're able to quickly generate prototypes from that language that greatly reduces the cycle time from ideation to prototype. what I forsee is that companies will need less developers overall, but more companies will bring in technical talent they wouldn't have otherwise, knowing it's that much easier to get working code