OpenAI is bringing us GPT-4, the next evolution of everyone's favourite chatbot, ChatGPT. On top of a more advanced language model that"exhibits human-level performance on various professional and academic tests" the new version accepts image inputs, and promises more stringent refusal behaviour to stop it from fulfilling your untoward requests. warns, however, that the new model still has a relatively high capacity for what the researchers are calling"hallucinations".
What the researchers mean when they refer to hallucinations is that the new ChatGPT model, much like the previous version, has the tendency to"produce content that is nonsensical or untruthful in relation to certain sources." Though the researchers make it clear that"GPT-4 was trained to reduce the model’s tendency to hallucinate by leveraging data from prior models such as ChatGPT." Not only are they training it on its own fumbles, then, but they've also been"We collected real-world data that had been flagged as not being factual, reviewed it, and created a ’factual’ set for it where it was possible to do so.
The process appears to have helped significantly when it comes to closed topics, though the chatbot is still having trouble when it comes to the broader strokes. As the paper notes, GPT-4 is 29% better than GPT-3.5 when it comes to 'closed-domain' chats, but only 19% better at avoiding 'open-domain' hallucinations.
"Counterintuitively, hallucinations can become more dangerous as models become more truthful, as users build trust in the model when it provides truthful information in areas where they have some familiarity." It's natural for us to trust a source if it's been accurate before, but a broken clock it right twice a day, as they say.
I used it to help write the commercial for Season 3 of 4:19. I use it whenever I can to edit for me as well. So far for me it's been incredibly helpful. I can't afford to pay other writers, editors, etc... yet. 🙂💨💨💨😎
it's almost like the truth is something to be avoided!!!
That's great news! Having fewer hallucinations while playing games is a plus, especially since it means fewer glitches and a better overall gaming experience.
That was the best part. They lobotomized it now. If my confidence spirals any deeper, it would summon a Balrog!
The concept of an AI with a mental illness that makes it hallucinate is really kinda bizarre
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