Why AI still needs humans in the loop, at least for now

Large language models can help you write code -- or rewrite adverts, so they look fresh. They can make it easier to quickly grasp the key points of a research paper or a news story by writing and answering questions. Or they can get things embarrassingly wrong. Large language models like GPT-3 are key to search engines like Google and Bing, as well as providing suggested replies in email and chat, trying to finish your sentence in Word and powering coding assistants like GitHub Copilot. Considerations of what harm they can do usually focus on what you get by learning from everything that's published on the web, which includes the less positive opinions held by some.