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← How much machine learning can help a biological problem is set by the…
8 connected korrents · 7 moments on record from 25 May 2023 to 11 Aug 2026.
Everything filed under mathematics
mathematics
Everything filed under AI alignment
AI alignment
Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject
Read this korrent: How much machine learning can help a biological problem is set by the quality of the data around that problem, not by the algorithms.
How much machine learning can help a biological problem is set by the quality of the data around that problem, 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: Biology keeps turning up whole classes of things nobody knew existed, and that is what defeats attempts to model it. — tap to centre the map on it
Biology keeps turning up whole classes of things nobody knew existed, and that is what defeats attempts to model it.
Last stated 2 years ago
19 Sept 2024
DL
Derek Lowe — holds since 2024-09-19 — 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 field compared with mathematics: even its most important ideas can be…
Last stated 4 weeks ago
11 Aug 2026
RG
Ryan Greenblatt — holds since 2026-08-11 — tap for who they are
Same subject: AI will not produce a big breakthrough in biological understanding any time soon, because biology has nothing like the clean, complete, high-quality data that made protein-structure prediction work. — tap to centre the map on it
AI will not produce a big breakthrough in biological understanding any time soon, because biology has nothing…
Last stated 2 years ago
19 Sept 2024
DL
Derek Lowe — holds since 2024-09-19 — 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 the insight to use machine learning to pick drug targets that succeed in the clinic…
Last stated 3 years ago
25 May 2023
DL
Derek Lowe — holds since 2023-05-25 — tap for who they are
Same subject: AI helps exactly as far as the work is predictable and well documented, and stops helping on anything cutting edge. — tap to centre the map on it
AI helps exactly as far as the work is predictable and well documented, and stops helping on anything cutting edge.
Last stated a year ago
22 Mar 2025
TH
ThePrimeagen — holds since 2025-03-22 — 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 good conjectures will never show up as a benchmark being knocked down; it will show up as a…
Last stated 2 months ago
30 Jun 2026
GS
Grant Sanderson — holds since 2026-06-30 — 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 its algorithms but how little data they were fed, which is why the field needed ImageNet…
Last stated 4 weeks ago
10 Aug 2026
FL
Fei-Fei Li — holds since 2026-08-10 — tap for who they are
Same subject: Alignment of today's models is going well enough to look solvable, while aligning models we can no longer understand remains unsolved. — tap to centre the map on it
Alignment of today's models is going well enough to look solvable, while aligning models we can no longer…
Last stated 7 months ago
22 Jan 2026
JL
Jan Leike — holds since 2026-01-22 — tap for who they are
same subject or similar wording a cloud: claims about one subject, named for it bar: how recently it was last stated — full and dark this week, a faint sliver at five years a face: someone on record holding the claim — tap it for who they are