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← The economics of serving personalized weights will strongly favor big organizations.

14 connected korrents · 13 moments from 17 Dec 2014 to 30 Oct 2026.

Everything filed under neural networks neural networks Everything filed under LLMs LLMs Everything filed under ideas vs execution ideas vs execution Everything filed under market efficiency market efficiency Everything filed under startups startups Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject Read this korrent: The economics of serving personalized weights will strongly favor big organizations. The economics of serving personalizedweights will strongly favor bigorganizations. Last stated 3 months ago 7 Aug 2026 DP Dwarkesh Patel — holds since 2026-08-07 — tap for who they are Same subject: The economics of large scale inference suggest the business model is healthy at scale. — tap to centre the map on it The economics of large scaleinference suggest the business modelis healthy at scale. Last stated 2 weeks ago 21 Oct 2026 TT Tomasz Tunguz — holds since 2026-10-21 — tap for who they are Same subject: An excellent organisation is significantly more likely to succeed than a weaker one, so organisational strength belongs in the decision about where to give. — tap to centre the map on it An excellent organisation issignificantly more likely to succeedthan a weaker one, so organisationalstrength belongs in the decisionabout where to give. Last stated 12 years ago 17 Dec 2014 EH Elie Hassenfeld — holds since 2014-12-17 — tap for who they are Same subject: Letting one calculation take over a giving decision is disturbing, and there is still a strong case for it if you want your ethics to be principled and about other people. — tap to centre the map on it Letting one calculation take over agiving decision is disturbing, andthere is still a strong case for itif you want your ethics to beprincipled and about other people. Last stated 5 years ago 15 Feb 2022 HK Holden Karnofsky — holds since 2022-02-15 — tap for who they are Same subject: Personalized pricing by AI and big data could be more efficient than current signaling games because it is basically costless. — tap to centre the map on it Personalized pricing by AI and bigdata could be more efficient thancurrent signaling games because itis basically costless. Last stated a week ago 30 Oct 2026 JC John H. Cochrane — holds since 2026-10-30 — tap for who they are Same subject: Organizational dysfunction should not be tolerated as a "scaling tax". — tap to centre the map on it Organizational dysfunction shouldnot be tolerated as a "scaling tax". Last stated 2 years ago 1 Sept 2024 DC Dalton Caldwell — holds since 2024-09-01 — tap for who they are Same subject: A deep bidirectional model is strictly more powerful than a left-to-right model or a shallow concatenation of unidirectional models. — tap to centre the map on it A deep bidirectional model isstrictly more powerful than aleft-to-right model or a shallowconcatenation of unidirectionalmodels. Last stated 8 years ago 11 Oct 2018 KT Kristina Toutanova — holds since 2018-10-11 — tap for who they are MC Ming-Wei Chang — holds since 2018-10-11 — tap for who they are KL Kenton Lee — holds since 2018-10-11 — tap for who they are JD Jacob Devlin — holds since 2018-10-11 — tap for who they are Same subject: A layer should learn a residual with reference to its own input rather than an unreferenced function, which is what makes great depth trainable. — tap to centre the map on it A layer should learn a residual withreference to its own input ratherthan an unreferenced function, whichis what makes great depth trainable. Last stated 11 years ago 10 Dec 2015 JS Jian Sun — holds since 2015-12-10 — tap for who they are KH Kaiming He — holds since 2015-12-10 — tap for who they are Same subject: A neural network's latent space is closer to an uncopyrightable syntax than to copyrightable expression. — tap to centre the map on it A neural network's latent space iscloser to an uncopyrightable syntaxthan to copyrightable expression. Last stated 2 months ago 7 Sept 2026 KK Kevin Kelly — holds since 2026-09-07 — tap for who they are Same subject: A small enough winning ticket learns faster than the network it was cut out of, and ends up more accurate than it. — tap to centre the map on it A small enough winning ticket learnsfaster than the network it was cutout of, and ends up more accuratethan it. Last stated 9 years ago 9 Mar 2018 MC Michael Carbin — holds since 2018-03-09 — tap for who they are JF Jonathan Frankle — holds since 2018-03-09 — tap for who they are Same subject: A winning ticket wins on its initial weights: the connections it keeps started at values that happen to make training work. — tap to centre the map on it A winning ticket wins on its initialweights: the connections it keepsstarted at values that happen tomake training work. Last stated 9 years ago 9 Mar 2018 MC Michael Carbin — holds since 2018-03-09 — tap for who they are JF Jonathan Frankle — holds since 2018-03-09 — tap for who they are Same subject: Intelligence is the execution of small, simplicity-weighted programs found by search over smooth loss landscapes in overparameterized networks, approaching Bayes-optimal reasoning as scale increases. — tap to centre the map on it Intelligence is the execution ofsmall, simplicity-weighted programsfound by search over smooth losslandscapes in overparameterizednetworks, approaching Bayes-optimalreasoning as scale increases. Last stated 5 years ago 11 Jun 2021 GW Gwern — holds since 2021-06-11 — tap for who they are Same subject: A transduction model can rely entirely on self-attention for input and output representations without sequence-aligned RNNs or convolution. — tap to centre the map on it A transduction model can relyentirely on self-attention for inputand output representations withoutsequence-aligned RNNs orconvolution. Last stated 9 years ago 12 Jun 2017 IP Illia Polosukhin — holds since 2017-06-12 — tap for who they are JU Jakob Uszkoreit — holds since 2017-06-12 — tap for who they are NP Niki Parmar — holds since 2017-06-12 — tap for who they are AV Ashish Vaswani — holds since 2017-06-12 — tap for who they are NS Noam Shazeer — holds since 2017-06-12 — tap for who they are AG Aidan N. Gomez — holds since 2017-06-12 — tap for who they are +2 2 more Same subject: Looped/recurrent-depth transformer architectures can improve model quality at a fixed compute budget when the model is large enough. — tap to centre the map on it Looped/recurrent-depth transformerarchitectures can improve modelquality at a fixed compute budgetwhen the model is large enough. Last stated 2 months ago 9 Sept 2026 SR Sebastian Raschka — holds since 2026-09-09 — tap for who they are Same subject: Self-attention can yield more interpretable models. — tap to centre the map on it Self-attention can yield moreinterpretable models. Last stated 9 years ago 12 Jun 2017 IP Illia Polosukhin — holds since 2017-06-12 — tap for who they are JU Jakob Uszkoreit — holds since 2017-06-12 — tap for who they are NP Niki Parmar — holds since 2017-06-12 — tap for who they are AV Ashish Vaswani — holds since 2017-06-12 — tap for who they are NS Noam Shazeer — holds since 2017-06-12 — tap for who they are AG Aidan N. Gomez — holds since 2017-06-12 — tap for who they are +2 2 more
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At the centre The economics of serving personalized weights will strongly favor big organizations. Last stated 7 Aug 2026 · 3 months ago Holds Dwarkesh Patel Read this korrent →