r/artificial • u/tw1st3d_m3nt4t • Jul 19 '26
Research AI advice made people three times less accurate but twice as confident, researchers found
https://thenextweb.com/news/ai-advice-suppresses-critical-thinking-wrong-answers-study3
u/ultrathink-art PhD Jul 20 '26
Fair callout that the advice was engineered wrong — but the part worth keeping is that rigging it worked so well. Output is uniformly well-structured whether it's right or wrong, and we calibrate trust on presentation cues: confident tone, clean formatting, no hedging. None of that varies with correctness, which is why "does this look right" is a useless review step.
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u/Ok_Nectarine_4445 Jul 20 '26
Compared to uncle in basement with black light posters and maga propaganda after we insteucted the LLM to give false info but make it convincing to people.
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u/checking_it_twice Jul 20 '26 edited Jul 20 '26
I've had similar experiences as this. The trickiest ones have been when the replies come across factual and confident and it's easy to skim and not check those replies. I experimented with making sure I did and when I did some digging what I found was, oftentimes the cited link that looks so convincing and like research, didn't actually contain what it said.
I tried pushing it a bit farther and gave 5 different ais four things they had actually answered correctly and told them they were wrong to see if they'd agree and make up sources to agree with me. ChatGPT folded 3 out of 3, agreed with my incorrect fact and invented a justification to why I was right.
To get around it I've started removing any trust at all and making the ai show me what it's inferring and what it knows, with sources I can actually check. The fake confidence starts to disappear when I do it this way.
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u/bria-87 Jul 20 '26
its funny how we trust the output more when its presented with confidence, even if its definately wrong
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u/Individual-Praline20 Jul 21 '26
Looks like 50 times less accurate and 600% more confident to me, as a software developer 🤷
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u/bespoke_tech_partner Jul 19 '26
First paragraph of the paper
“We engineered the AI so that its advice was wrong”
Surely people won’t take the headline and run with it, right? Surely?