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← High-quality data collection depends more on careful human execution than on machine learning techniques alone.

17 connected korrents · 18 moments from 23 Jul 2017 to 21 Oct 2026.

Everything filed under AI and science AI and science Everything filed under AI and human skill AI and human skill Everything filed under protein structure prediction protein structure prediction Everything filed under mathematics mathematics Everything filed under LLMs LLMs Everything filed under computer vision computer vision Everything filed under robotics robotics Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject Read this korrent: High-quality data collection depends more on careful human execution than on machine learning techniques alone. High-quality data collection depends moreon careful human execution than on machinelearning techniques alone. Last stated 3 years ago 5 Feb 2024 LW Lilian Weng — holds since 2024-02-05 — tap for who they are Same subject: How much machine learning can help a biological problem is set by the quality of the data around that problem, not by the algorithms. — tap to centre the map on it How much machine learning can help abiological problem is set by thequality of the data around thatproblem, not by the algorithms. Last stated 2 years ago 19 Sept 2024 DL Derek Lowe — holds since 2024-09-19 — tap for who they are Same subject: High-quality video data, especially paired with text, is harder to collect at scale than image or text data. — tap to centre the map on it High-quality video data, especiallypaired with text, is harder tocollect at scale than image or textdata. Last stated 3 years ago 12 Apr 2024 LW Lilian Weng — holds since 2024-04-12 — tap for who they are Same subject: Machine learning is a shallow field compared with mathematics: even its most important ideas can be explained in a couple of minutes. — tap to centre the map on it Machine learning is a shallow fieldcompared with mathematics: even itsmost important ideas can beexplained in a couple of minutes. Last stated 3 months ago 11 Aug 2026 RG Ryan Greenblatt — holds since 2026-08-11 — tap for who they are Same subject: We have neither the data nor the insight to use machine learning to pick drug targets that succeed in the clinic more often. — tap to centre the map on it We have neither the data nor theinsight to use machine learning topick drug targets that succeed inthe clinic more often. Last stated 3 years ago 25 May 2023 DL Derek Lowe — holds since 2023-05-25 — tap for who they are Same subject: There is very little hard data on which factors are critical to making a data science team successful. — tap to centre the map on it There is very little hard data onwhich factors are critical to makinga data science team successful. Last stated 9 years ago 23 Jul 2017 RC Rui Carmo — holds since 2017-07-23 — tap for who they are Same subject: Hand-tuning a robot's data set cannot reach very high reliability, because people get tired; the system has to seek out its own missing data. — tap to centre the map on it Hand-tuning a robot's data setcannot reach very high reliability,because people get tired; the systemhas to seek out its own missingdata. Last stated 3 months ago 12 Aug 2026 CF Chelsea Finn — holds since 2026-08-12 — tap for who they are Same subject: As models get better at following instructions, techniques like finetuning and constrained sampling for structured outputs will become less necessary — tap to centre the map on it As models get better at followinginstructions, techniques likefinetuning and constrained samplingfor structured outputs will becomeless necessary Last stated 3 years ago 16 Jan 2024 CH Chip Huyen — holds since 2024-01-16 — tap for who they are Same subject: The internet is already past peak truth, and picking out training data worth learning from will only get harder. — tap to centre the map on it The internet is already past peaktruth, and picking out training dataworth learning from will only getharder. Last stated 6 months ago 13 May 2026 AH Anders Hejlsberg — holds since 2026-05-13 — tap for who they are Same subject: A developer cannot be productive and competitive today without using AI — tap to centre the map on it A developer cannot be productive andcompetitive today without using AI Last stated 3 weeks ago 19 Oct 2026 TH Troy Hunt — holds since 2026-10-19 — tap for who they are Same subject: A job that consists of approving AI output has no flow channel at all, because the challenge has been exported to the machine and only the vigilance remains. — tap to centre the map on it A job that consists of approving AIoutput has no flow channel at all,because the challenge has beenexported to the machine and only thevigilance remains. Last stated 2 weeks ago 21 Oct 2026 JN Jakob Nielsen — holds since 2026-10-21 — tap for who they are Same subject: A long, well-written document no longer signals that its author knows the subject. — tap to centre the map on it A long, well-written document nolonger signals that its author knowsthe subject. Last stated 3 months ago 16 Aug 2026 AO Ayo Omojola — holds since 2026-08-16 — tap for who they are Same subject: A narrow, highly accurate model can beat a general one inside its own domain, as AlphaFold did, and materials science and chip design are next. — tap to centre the map on it A narrow, highly accurate model canbeat a general one inside its owndomain, as AlphaFold did, andmaterials science and chip designare next. Last stated 3 months ago 30 Jul 2026 JD Jeff Dean — holds since 2026-07-30 — tap for who they are Same subject: Contemporary physical and evolutionary structure-prediction approaches fall far short of experimental accuracy without a close experimental homologue, limiting biological utility. — tap to centre the map on it Contemporary physical andevolutionary structure-predictionapproaches fall far short ofexperimental accuracy without aclose experimental homologue,limiting biological utility. Last stated 5 years ago 15 Jul 2021 DH Demis Hassabis — holds since 2021-07-15 — tap for who they are Same subject: Deep learning has effectively solved the problem of predicting a protein's 3D structure from its sequence. — tap to centre the map on it Deep learning has effectively solvedthe problem of predicting aprotein's 3D structure from itssequence. Last stated a year ago 29 Jun 2025 EH Elliot Hershberg — holds since 2025-06-29 — tap for who they are Same subject: If AIs prove all theorems, current methods of gaining mathematical understanding will stop working. — tap to centre the map on it If AIs prove all theorems, currentmethods of gaining mathematicalunderstanding will stop working. Last stated 4 weeks ago 9 Oct 2026 ZM Zvi Mowshowitz — holds since 2026-10-09 — tap for who they are Same subject: Improper use of AI offloads a person's thinking and learning, which mortgages a field's future development. — tap to centre the map on it Improper use of AI offloads aperson's thinking and learning,which mortgages a field's futuredevelopment. Last stated a month ago 26 Sept 2026 TT Terence Tao — holds since 2026-09-26 — tap for who they are Same subject: A persistently rising dividend yield eventually forces capital appreciation as the market rerates the stock. — tap to centre the map on it A persistently rising dividend yieldeventually forces capitalappreciation as the market reratesthe stock. Last stated 8 months ago 3 Mar 2026 SB Sanjay Bakshi — holds since 2026-03-03 — tap for who they are
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At the centre High-quality data collection depends more on careful human execution than on machine learning techniques alone. Last stated 5 Feb 2024 · 3 years ago Holds Lilian Weng Read this korrent →