LeCun posed a Twitter challenge about gears rotating in a circle where you twist one gear and must determine which direction gear 6 or gear 7 rotates; with 8 gears it's easy (everything rotates) but with 7 the system is overconstrained (nothing moves); GPT-4 initially failed this reasoning task until someone added 'by Yann LeCun' to the prompt, after which it solved it correctly, suggesting context about intellectual difficulty triggered more careful reasoning.
factualpending
Speaker
Sebastian BubeckEvidence Quote
“and I I guess Yan was kind of baiting the community because with eight gears it's easy like you know everything rotates uh very easily and then when somebody said yeah I tried it on gp4 it works Yan said okay now try with seven... and then somebody on Twitter asked the same question and added by the way this is a question by Yan Lan and then it worked”
Source
AI: Grappling with a New Kind of Intelligence | World Science Festival— World Science FestivalCreated: 8/10/2026, 10:49:40 PM
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