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← Scaling up spending on expert human data has not been a major driver of progress in AI research.

8 connected korrents · 10 moments on record from 7 Sept 2008 to 11 Aug 2026.

Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject Read this korrent: Scaling up spending on expert human data has not been a major driver of progress in AI research. Scaling up spending on expert humandata has not been a major driver ofprogress in AI research. RG Ryan Greenblatt — holds since 2026-08-11 — tap for who they are Same subject: An AI as good as a top researcher will not be priced like one, because it competes against the other labs rather than against humans. — tap to centre the map on it An AI as good as a topresearcher will not be pricedlike one, because it competesagainst the other labs rather… CH Casey Handmer — holds since 2025-08-15 — tap for who they are Same subject: Progress in AI takes a very strong dozen or two researchers, not hundreds or thousands of them. — tap to centre the map on it Progress in AI takes a verystrong dozen or tworesearchers, not hundreds orthousands of them. MZ Mark Zuckerberg — holds since 2026-06-10 — tap for who they are Same subject: Not every bottleneck on medical progress is one AI can remove, and which ones will remain can be guessed at now. — tap to centre the map on it Not every bottleneck onmedical progress is one AI canremove, and which ones willremain can be guessed at now. JT Jacob Trefethen — holds since 2025-08-02 — tap for who they are Same subject: AI progress is faster than people expect, and ordinary scaling can be enough to solve problems that looked very hard. — tap to centre the map on it AI progress is faster thanpeople expect, and ordinaryscaling can be enough to solveproblems that looked very… AC Ajeya Cotra — holds since 2023-08-29 — tap for who they are SA Scott Alexander — holds since 2022-09-12 — tap for who they are MB Miles Brundage — holds since 2025-02-02 — tap for who they are Same subject: The least verifiable part of AI research is the judgement call about what goes into the one big training run. — tap to centre the map on it The least verifiable part ofAI research is the judgementcall about what goes into theone big training run. RG Ryan Greenblatt — holds since 2026-08-11 — tap for who they are Same subject: Because a few specialists already devote themselves to superintelligent AI, the rest of us have correspondingly less reason to spend our own effort on it. — tap to centre the map on it Because a few specialistsalready devote themselves tosuperintelligent AI, the restof us have correspondingly… SA Scott Aaronson — holds since 2008-09-07 — tap for who they are SA Scott Aaronson — no longer holds since 2023-12-13 — tap for who they are Same subject: There is essentially no cognitive task humans do where AI improvement is failing to transfer at all. — tap to centre the map on it There is essentially nocognitive task humans do whereAI improvement is failing totransfer at all. RG Ryan Greenblatt — holds since 2026-08-11 — tap for who they are Same subject: AI's bottleneck was never its algorithms but how little data they were fed, which is why the field needed ImageNet rather than another model. — tap to centre the map on it AI's bottleneck was never itsalgorithms but how little datathey were fed, which is whythe field needed ImageNet… FL Fei-Fei Li — holds since 2026-08-10 — tap for who they are
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At the centre Scaling up spending on expert human data has not been a major driver of progress in AI research. Holds Ryan Greenblatt Read this korrent →