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← Pharmaceutical R&D productivity has fallen for decades: far more money…

17 connected korrents · 14 moments from 8 Mar 2012 to 17 Sept 2026.

Everything filed under innovation innovation Everything filed under ambition ambition Everything filed under creativity creativity Everything filed under LLMs LLMs Everything filed under design design Everything filed under AI and science AI and science Everything filed under Psychotherapy Psychotherapy Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject Read this korrent: Pharmaceutical R&D productivity has fallen for decades: far more money spent per drug, with no matching improvement in the odds a candidate reaches the market. Pharmaceutical R&D productivity has fallenfor decades: far more money spent perdrug, with no matching improvement in theodds a candidate reaches the market. Last stated 3 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: Drug discovery has become less efficient over time despite continued technological progress. — tap to centre the map on it Drug discovery has become lessefficient over time despitecontinued technological progress. Last stated 9 months ago 18 Jan 2026 EH Elliot Hershberg — holds since 2026-01-18 — tap for who they are Same subject: The pharmaceutical productivity crisis has no single villain: nearly every part of discovery and development got gradually harder and more expensive at once. — tap to centre the map on it The pharmaceutical productivitycrisis has no single villain: nearlyevery part of discovery anddevelopment got gradually harder andmore expensive at once. Last stated 3 years ago 23 Dec 2023 AT Alex Telford — holds since 2023-12-23 — 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 cheapgenerics that came before it, andthat competition with our own backcatalogue is why drug discovery getsharder 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 meaningfullyimprove R&D productivity in drugdevelopment. Last stated 6 months ago 12 Apr 2026 EH Elliot Hershberg — holds since 2026-04-12 — tap for who they are Same subject: Drug research is heading, at speed, for a world in which fewer and fewer useful medicines are discovered while more and more people want them. — tap to centre the map on it Drug research is heading, at speed,for a world in which fewer and feweruseful medicines are discoveredwhile more and more people wantthem. Last stated 15 years ago 8 Mar 2012 DL Derek Lowe — holds since 2012-03-08 — 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 isknowing what to make - which targetis worth drugging - not designingthe molecule. Last stated 3 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: How long a trial takes decides which diseases get drugs at all, because capital flows to the indications whose endpoints can be measured quickly. — tap to centre the map on it How long a trial takes decides whichdiseases get drugs at all, becausecapital flows to the indicationswhose endpoints can be measuredquickly. Last stated 8 months ago 28 Feb 2026 AT Alex Telford — holds since 2023-12-23 — tap for who they are RT Ruxandra Teslo — holds since 2026-02-28 — tap for who they are Same subject: Better drug candidates do not shorten clinical trials, because a trial's duration is set by operational and regulatory friction rather than by how good the drug is. — tap to centre the map on it Better drug candidates do notshorten clinical trials, because atrial's duration is set byoperational and regulatory frictionrather than by how good the drug is. Last stated 8 months ago 28 Feb 2026 RT Ruxandra Teslo — holds since 2026-02-28 — tap for who they are Same subject: A feeling of responsibility is probably the greatest inhibitor of creativity; great ideas came from people not paid to have them — tap to centre the map on it A feeling of responsibility isprobably the greatest inhibitor ofcreativity; great ideas came frompeople not paid to have them IA Isaac Asimov — holds since c. 1959 — tap for who they are Same subject: A free-wheeling, anarchic neural organization may be the secret of human creativity, at the price of susceptibility to mental illness — tap to centre the map on it A free-wheeling, anarchic neuralorganization may be the secret ofhuman creativity, at the price ofsusceptibility to mental illness Last stated 14 years ago 8 Jan 2013 DD Daniel Dennett — holds since 2013-01-08 — tap for who they are Same subject: A thought experiment serves to encourage speculation and logical thinking and to change paradigms. — tap to centre the map on it A thought experiment serves toencourage speculation and logicalthinking and to change paradigms. Last stated 5 years ago 1 Feb 2022 SP Shane Parrish — holds since 2022-02-01 — 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 isevidence of a bad vendor, not of alimit of AI. Last stated 10 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 notgive you a smarter model; theintelligence of the model is whatdecides how much of that window itcan 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 body of publications is easy for AI models to consume via pretraining corpora but cumbersome for most humans due to CAPTCHAs, accounts, and paywalls. — tap to centre the map on it A body of publications is easy forAI models to consume via pretrainingcorpora but cumbersome for mosthumans due to CAPTCHAs, accounts,and paywalls. Last stated a month ago 17 Sept 2026 PC Patrick Collison — holds since 2026-09-17 — tap for who they are Same subject: "If you're not growing, you're dying" is truer of the person than of the company. — tap to centre the map on it "If you're not growing, you'redying" is truer of the person thanof the company. Last stated 9 months ago 25 Jan 2026 JC Jason Cohen — holds since 2026-01-25 — tap for who they are Same subject: A common-sense utopia is much closer to the present day than it is to the best futures actually available to us. — tap to centre the map on it A common-sense utopia is much closerto the present day than it is to thebest futures actually available tous. Last stated a year ago 3 Aug 2025 WM William MacAskill — holds since 2025-08-03 — tap for who they are Same subject: A company can run at a fast pace sustainably without constant overwork or undue stress — tap to centre the map on it A company can run at a fast pacesustainably without constantoverwork or undue stress Last stated 4 years ago 4 Nov 2022 DH David Heinemeier Hansson — holds since 2022-11-04 — tap for who they are
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At the centre Pharmaceutical R&D productivity has fallen for decades: far more money spent per drug, with no matching improvement in the odds a candidate reaches the market. Last stated 21 Jul 2026 · 3 months ago Holds Alex TelfordRuxandra Teslo Read this korrent →