I suspect the future will involve AI performing its own research with the ability to take measurements and make observations.
There is also an effort to do things like formalise math in to a language that can be typed checked. Then you ask the AI to prove a statement is true using the language. As soon as it type checks, you know you have a valid proof. Some new data was just created.
Future data that's posted on the internet will be curated by humans. Humans don't post things that are incorrect or outright wrong.
That curation IS human data and will allow data from LLMs to further improve LLMs.
Additionally, there's a randomness element that are part of LLMs that allow LLMs to generate non-deterministic responses that when further curated by humans potentially allows LLMs to become Even better.
Gigachad|3 years ago
There is also an effort to do things like formalise math in to a language that can be typed checked. Then you ask the AI to prove a statement is true using the language. As soon as it type checks, you know you have a valid proof. Some new data was just created.
HervalFreire|3 years ago
That curation IS human data and will allow data from LLMs to further improve LLMs.
Additionally, there's a randomness element that are part of LLMs that allow LLMs to generate non-deterministic responses that when further curated by humans potentially allows LLMs to become Even better.
raincole|3 years ago
Are you using ChatGPT to write this comment?
If not, I mean... are you okay?