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← Biology has already handed us an alien library: hundreds of millions…
8 connected korrents · 6 moments on record from 19 Sept 2024 to 30 Jul 2026.
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Biology has already handed us an alien library: hundreds of millions of protein machines we do not understand and can only study one at a time.
Holds MNMichael Nielsen
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Biology keeps turning up whole classes of things nobody knew existed, and that is what defeats attempts to model it.
Holds DLDerek Lowe
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Most proteins have no known function, so there is no pile of solid data for a model to learn most of cell biology from.
Holds DLDerek Lowe
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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.
Holds DLDerek Lowe
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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.
Holds JDJeff Dean
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No single person can understand a result like the Higgs boson in depth, and that is what a paper with a thousand authors actually means.
Holds MNMichael Nielsen
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Large language models are a bad way to do science, because they have been fed so much that nobody knows what they already knew.
Holds RSRichard Sutton
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This work could have been run as a business; open-sourcing it simply puts the tools in more scientists' hands faster.
Holds MZMark Zuckerberg
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Current AI struggles even to rediscover old laws of physics from data, and when it does, contamination from training is the first suspect.
Holds TTTerence Tao