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← The least verifiable part of AI research is the judgement call about what goes into the one big training run.

8 connected korrents · 9 moments on record from 20 Dec 2024 to 1 Sept 2026.

Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject Read this korrent: The least verifiable part of AI research is the judgement call about what goes into the one big training run. The least verifiable part of AIresearch is the judgement call aboutwhat goes into the one big trainingrun. RG Ryan Greenblatt — holds since 2026-08-11 — tap for who they are Same subject: The likeliest bad path is not a coup but sloppiness: AI does everything verifiable well, research races ahead, and the subtle work of keeping AI safe is what gets done badly. — tap to centre the map on it The likeliest bad path is nota coup but sloppiness: AI doeseverything verifiable well,research races ahead, and the… RG Ryan Greenblatt — holds since 2026-08-11 — tap for who they are Same subject: The one genuine uncertainty left about AI capability is tasks nobody can verify — planning a Mars mission, discovering CRISPR, writing a novel. — tap to centre the map on it The one genuine uncertaintyleft about AI capability istasks nobody can verify —planning a Mars mission… DA Dario Amodei — holds since 2026-02-13 — tap for who they are Same subject: Nobody can yet know whether the current enthusiasm for AI is excessive, so anyone claiming conviction about how it resolves is overreaching. — tap to centre the map on it Nobody can yet know whetherthe current enthusiasm for AIis excessive, so anyoneclaiming conviction about how… AD Aswath Damodaran — holds since 2026-08-20 — tap for who they are HM Howard Marks — holds since 2025-12-09 — tap for who they are Same subject: AI systems keep trying hard outside training because a model that only exerted itself when it detected training would be useless and would be selected away. — tap to centre the map on it AI systems keep trying hardoutside training because amodel that only exerted itselfwhen it detected training… AC Ajeya Cotra — holds since 2026-09-01 — tap for who they are Same subject: There is no real impediment to models running their own research loop and improving themselves at a far more rapid rate. — tap to centre the map on it There is no real impediment tomodels running their ownresearch loop and improvingthemselves at a far more rapid… JD Jeff Dean — holds since 2026-07-30 — tap for who they are Same subject: There is no private evidence behind frontier-lab confidence in fast AI progress; the evidence is public and outsiders have simply not absorbed it. — tap to centre the map on it There is no private evidencebehind frontier-lab confidencein fast AI progress; theevidence is public and… MB Miles Brundage — holds since 2024-12-20 — tap for who they are Same subject: Coding models are worst at exactly the thing an AI research explosion would need: code that has never been written before. — tap to centre the map on it Coding models are worst atexactly the thing an AIresearch explosion would need:code that has never been… AK Andrej Karpathy — holds since 2025-10-17 — tap for who they are Same subject: AI learning to generate good conjectures will never show up as a benchmark being knocked down; it will show up as a shift in how mathematicians talk about the tools. — tap to centre the map on it AI learning to generate goodconjectures will never show upas a benchmark being knockeddown; it will show up as a… GS Grant Sanderson — holds since 2026-06-30 — tap for who they are
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At the centre The least verifiable part of AI research is the judgement call about what goes into the one big training run. Holds Ryan Greenblatt Read this korrent →