Let he who has to deal with that friend who constantly sends blatantly false Xits to them throw the first stone. Honestly I feel like every social media post that makes a factual representation should come with a big flashing warning “THIS IS ALMOST CERTAINLY FALSE, LOOK IT UP BEFORE YOU REPEAT IT YOU DUMMY!”
And I’m only like 10% joking. Given the success of language models it should be moderately trivial to train one to recognize when a factual statement is made and apply the above warning. It’s not even the children and teens I’m worried about. The people who seem to have the most trouble handling this are the adults.
I’m not sure where you’re getting the idea that language models are effective lie detectors, it’s very widely known that LLMs have no concept of truth and hallucinate constantly.
And that’s before we even get into inherent biases and moral judgements required for any form of truth detection.
The point isn’t to have it be a lie detector but a factual claim detector. So you have an neural network that reads statements and says “this thing is saying something factual” or “this is just an opinion/obvious joke/whatever” and a person grades the responses to train it. So then the AI just says “hey this thing is making some sort of fact-related claim” and then the warning applies no matter what.
Given the success of language models it should be moderately trivial to train one to recognize when a factual statement is made and apply the above warning.
Is it??? Because I feel like context is a real weak point for bots and ai to figure out.
Hell, it feels like half the HUMANS don’t know whats factually true. Is the covid vaccine a society saving development which saved the lives of millions? Or is it full of bill gates mind control computer chips to rule over the portion of society dumb enough to get the vaccine willingly?
Let he who has to deal with that friend who constantly sends blatantly false Xits to them throw the first stone. Honestly I feel like every social media post that makes a factual representation should come with a big flashing warning “THIS IS ALMOST CERTAINLY FALSE, LOOK IT UP BEFORE YOU REPEAT IT YOU DUMMY!”
And I’m only like 10% joking. Given the success of language models it should be moderately trivial to train one to recognize when a factual statement is made and apply the above warning. It’s not even the children and teens I’m worried about. The people who seem to have the most trouble handling this are the adults.
I’m not sure where you’re getting the idea that language models are effective lie detectors, it’s very widely known that LLMs have no concept of truth and hallucinate constantly.
And that’s before we even get into inherent biases and moral judgements required for any form of truth detection.
The point isn’t to have it be a lie detector but a factual claim detector. So you have an neural network that reads statements and says “this thing is saying something factual” or “this is just an opinion/obvious joke/whatever” and a person grades the responses to train it. So then the AI just says “hey this thing is making some sort of fact-related claim” and then the warning applies no matter what.
Is it??? Because I feel like context is a real weak point for bots and ai to figure out.
Hell, it feels like half the HUMANS don’t know whats factually true. Is the covid vaccine a society saving development which saved the lives of millions? Or is it full of bill gates mind control computer chips to rule over the portion of society dumb enough to get the vaccine willingly?
Who’s to say?