Tap a claim on the ring to put it at the centre.
← No technology, including drug discovery technologies, is immune to the eventual pull toward commoditization.
17 connected korrents · 18 moments from 8 Mar 2012 to 10 Aug 2026.
Everything filed under AI and science
AI and science
Everything filed under LLMs
LLMs
Everything filed under mathematics
mathematics
Everything filed under protein structure prediction
protein structure prediction
Everything filed under innovation
innovation
Everything filed under infrastructure
infrastructure
Everything filed under design
design
Everything filed under venture capital
venture capital
Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject
Read this korrent: No technology, including drug discovery technologies, is immune to the eventual pull toward commoditization.
No technology, including drug discovery technologies, is immune to the eventual pull toward commoditization.
Last stated 2 years ago
16 Mar 2025
EH
Elliot Hershberg — holds since 2025-03-16 — tap for who they are
Same subject: AI infrastructure companies that sell tools rather than drugs can become massive, highly valuable businesses in biotech. — tap to centre the map on it
AI infrastructure companies that sell tools rather than drugs can become massive, highly valuable businesses in biotech.
Last stated 10 months ago
23 Nov 2025
EH
Elliot Hershberg — holds since 2025-11-23 — tap for who they are
Same subject: A country cannot have radical technological breakthroughs and also refuse to tolerate uncomfortably rich people, because the financial system it resents is what funds the innovation. — tap to centre the map on it
A country cannot have radical technological breakthroughs and also refuse to tolerate uncomfortably rich people, because the financial system it resents is what funds the innovation.
Last stated a year ago
13 Aug 2025
KJ
Keyu Jin — holds since 2025-08-13 — tap for who they are
Same subject: The hard part of drug discovery is knowing what to make - which target is worth drugging - not designing the molecule. — tap to centre the map on it
The hard part of drug discovery is knowing what to make - which target is worth drugging - not designing the molecule.
Last stated 2 months ago
21 Jul 2026
AT
Alex Telford — holds since 2023-12-23 — tap for who they are
RT
Ruxandra Teslo — holds since 2026-07-21 — tap for who they are
Same subject: Every new drug has to beat the cheap generics that came before it, and that competition with our own back catalogue is why drug discovery gets harder over time. — tap to centre the map on it
Every new drug has to beat the cheap generics that came before it, and that competition with our own back catalogue is why drug discovery gets harder over time.
Last stated 15 years ago
8 Mar 2012
DL
Derek Lowe — holds since 2012-03-08 — tap for who they are
Same subject: New technologies can meaningfully improve R&D productivity in drug development. — tap to centre the map on it
New technologies can meaningfully improve R&D productivity in drug development.
Last stated 6 months ago
12 Apr 2026
EH
Elliot Hershberg — holds since 2026-04-12 — tap for who they are
Same subject: Drug discovery has become less efficient over time despite continued technological progress. — tap to centre the map on it
Drug discovery has become less efficient over time despite continued technological progress.
Last stated 8 months ago
18 Jan 2026
EH
Elliot Hershberg — holds since 2026-01-18 — tap for who they are
Same subject: Investment will keep draining out of cell and gene therapy until manufacturing and regulatory risk become possible to underwrite. — tap to centre the map on it
Investment will keep draining out of cell and gene therapy until manufacturing and regulatory risk become possible to underwrite.
Last stated 4 months ago
10 Jun 2026
RT
Ruxandra Teslo — holds since 2026-06-10 — tap for who they are
Same subject: A compound's AI origin story is not by itself a reason to expect it to do better in the clinic. — tap to centre the map on it
A compound's AI origin story is not by itself a reason to expect it to do better in the clinic.
Last stated 2 years ago
13 May 2024
DL
Derek Lowe — holds since 2024-05-13 — 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 can beat a general one inside its own domain, as AlphaFold did, and materials science and chip design are next.
Last stated 2 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 and evolutionary structure-prediction approaches fall far short of experimental accuracy without a close 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 solved the problem of predicting a protein's 3D structure from its sequence.
Last stated a year ago
29 Jun 2025
EH
Elliot Hershberg — holds since 2025-06-29 — tap for who they are
Same subject: A badly written AI outbound email is evidence of a bad vendor, not of a limit of AI. — tap to centre the map on it
A badly written AI outbound email is evidence of a bad vendor, not of a limit of AI.
Last stated 9 months ago
1 Jan 2026
JL
Jason Lemkin — holds since 2026-01-01 — tap for who they are
Same subject: A bigger context window does not give you a smarter model; the intelligence of the model is what decides how much of that window it can actually attend to. — tap to centre the map on it
A bigger context window does not give you a smarter model; the intelligence of the model is what decides how much of that window it can actually attend to.
Last stated 3 months ago
15 Jul 2026
DH
Dex Horthy — holds since 2026-07-15 — tap for who they are
Same subject: A child who has seen ten cats learns what a machine needs the whole internet of cat photos for, by a learning pathway nobody has solved. — tap to centre the map on it
A child who has seen ten cats learns what a machine needs the whole internet of cat photos for, by a learning pathway nobody has solved.
Last stated 2 months ago
10 Aug 2026
FL
Fei-Fei Li — holds since 2026-08-10 — 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 yield eventually forces capital appreciation as the market rerates the stock.
Last stated 7 months ago
3 Mar 2026
SB
Sanjay Bakshi — holds since 2026-03-03 — tap for who they are
Same subject: A proof and an explanation are different things, and a theorem can stay an unsolved expository problem long after it is proved. — tap to centre the map on it
A proof and an explanation are different things, and a theorem can stay an unsolved expository problem long after it is proved.
Last stated 3 months ago
30 Jun 2026
GS
Grant Sanderson — holds since 2026-06-30 — tap for who they are
Same subject: A stream of AI-written papers with any error rate at all becomes insufferable, because finding the error costs more than the paper is worth even at ninety-nine percent. — tap to centre the map on it
A stream of AI-written papers with any error rate at all becomes insufferable, because finding the error costs more than the paper is worth even at ninety-nine percent.
Last stated 3 months ago
30 Jun 2026
GS
Grant Sanderson — holds since 2026-06-30 — tap for who they are
same subject or similar wording a cloud: claims about one subject, named for it bar: when it was last stated, on a scale from 2012 to today (stretched back to the oldest claim here) — full is today a face: someone who holds the claim — tap it for who they are
At the centre
No technology, including drug discovery technologies, is immune to the eventual pull toward commoditization.
Last stated 16 Mar 2025 · 2 years ago
Holds Elliot Hershberg
Read this korrent →
Similar wording
AI infrastructure companies that sell tools rather than drugs can become massive, highly valuable businesses in biotech.
Last stated 23 Nov 2025 · 10 months ago
Holds Elliot Hershberg
Similar wording
A country cannot have radical technological breakthroughs and also refuse to tolerate uncomfortably rich people, because the financial system it resents is what funds the innovation.
Last stated 13 Aug 2025 · a year ago
Holds Keyu Jin
Similar wording
The hard part of drug discovery is knowing what to make - which target is worth drugging - not designing the molecule.
Last stated 21 Jul 2026 · 2 months ago
Holds Alex Telford Ruxandra Teslo
Similar wording
Every new drug has to beat the cheap generics that came before it, and that competition with our own back catalogue is why drug discovery gets harder over time.
Last stated 8 Mar 2012 · 15 years ago
Holds Derek Lowe
Similar wording
New technologies can meaningfully improve R&D productivity in drug development.
Last stated 12 Apr 2026 · 6 months ago
Holds Elliot Hershberg
Similar wording
Drug discovery has become less efficient over time despite continued technological progress.
Last stated 18 Jan 2026 · 8 months ago
Holds Elliot Hershberg
Similar wording
Investment will keep draining out of cell and gene therapy until manufacturing and regulatory risk become possible to underwrite.
Last stated 10 Jun 2026 · 4 months ago
Holds Ruxandra Teslo
Similar wording
A compound's AI origin story is not by itself a reason to expect it to do better in the clinic.
Last stated 13 May 2024 · 2 years ago
Holds Derek Lowe
Same subject: protein structure prediction
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.
Last stated 30 Jul 2026 · 2 months ago
Holds Jeff Dean
Same subject: protein structure prediction
Contemporary physical and evolutionary structure-prediction approaches fall far short of experimental accuracy without a close experimental homologue, limiting biological utility.
Last stated 15 Jul 2021 · 5 years ago
Holds Demis Hassabis
Same subject: protein structure prediction
Deep learning has effectively solved the problem of predicting a protein's 3D structure from its sequence.
Last stated 29 Jun 2025 · a year ago
Holds Elliot Hershberg
Same subject: LLMs
A badly written AI outbound email is evidence of a bad vendor, not of a limit of AI.
Last stated 1 Jan 2026 · 9 months ago
Holds Jason Lemkin
Same subject: LLMs
A bigger context window does not give you a smarter model; the intelligence of the model is what decides how much of that window it can actually attend to.
Last stated 15 Jul 2026 · 3 months ago
Holds Dex Horthy
Same subject: LLMs
A child who has seen ten cats learns what a machine needs the whole internet of cat photos for, by a learning pathway nobody has solved.
Last stated 10 Aug 2026 · 2 months ago
Holds Fei-Fei Li
Same subject: mathematics
A persistently rising dividend yield eventually forces capital appreciation as the market rerates the stock.
Last stated 3 Mar 2026 · 7 months ago
Holds Sanjay Bakshi
Same subject: mathematics
A proof and an explanation are different things, and a theorem can stay an unsolved expository problem long after it is proved.
Last stated 30 Jun 2026 · 3 months ago
Holds Grant Sanderson
Same subject: mathematics
A stream of AI-written papers with any error rate at all becomes insufferable, because finding the error costs more than the paper is worth even at ninety-nine percent.
Last stated 30 Jun 2026 · 3 months ago
Holds Grant Sanderson