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← The bitter lesson is only an empirical observation about a particular…

11 connected korrents · 12 moments from 10 Dec 2015 to 7 Sept 2026.

Everything filed under neural networks neural networks Everything filed under education education Everything filed under energy energy Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject Read this korrent: The bitter lesson is only an empirical observation about a particular seventy years of history, and need not hold for the next seventy. The bitter lesson is only an empiricalobservation about a particular seventyyears of history, and need not hold forthe next seventy. Last stated a year ago 26 Sept 2025 RS Richard Sutton — holds since 2025-09-26 — tap for who they are Same subject: The Bitter Lesson is misread as being about scale; it is about refusing to add human priors, because a clever specific fix always loses to a simple scalable one. — tap to centre the map on it The Bitter Lesson is misread asbeing about scale; it is aboutrefusing to add human priors,because a clever specific fix alwaysloses to a simple scalable one. Last stated 2 years ago 3 Feb 2025 NL Nathan Lambert — holds since 2025-02-03 — tap for who they are Same subject: Knowledge decays fast when it goes unused, while the feeling a class left behind lasts for decades. — tap to centre the map on it Knowledge decays fast when it goesunused, while the feeling a classleft behind lasts for decades. Last stated 4 years ago 12 Jul 2022 AM Adam Mastroianni — holds since 2022-07-12 — tap for who they are Same subject: A better school looks more like the old-fashioned schoolhouse than like project work; the more school resembles free play, the worse it gets. — tap to centre the map on it A better school looks more like theold-fashioned schoolhouse than likeproject work; the more schoolresembles free play, the worse itgets. Last stated 5 months ago 27 May 2026 SY Scott H. Young — holds since 2026-05-27 — tap for who they are Same subject: A dense-looking building does not by itself create a livable dense suburb without supporting schools and shops. — tap to centre the map on it A dense-looking building does not byitself create a livable dense suburbwithout supporting schools andshops. Last stated 8 years ago 2 Jun 2018 FS Felix Salmon — holds since 2018-06-02 — tap for who they are Same subject: A design course should start with history and art, grounding students in the world, rather than with tools that may be gone tomorrow. — tap to centre the map on it A design course should start withhistory and art, grounding studentsin the world, rather than with toolsthat may be gone tomorrow. Last stated 2 years ago 21 Feb 2025 TC Thiago Costa — holds since 2025-02-21 — 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 a month 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: Batteries will replace transmission as the cheapest way to keep the lights on, and the grid will shrink rather than grow. — tap to centre the map on it Batteries will replace transmissionas the cheapest way to keep thelights on, and the grid will shrinkrather than grow. Last stated 10 months ago 8 Dec 2025 CH Casey Handmer — holds since 2023-10-11 — tap for who they are CH Casey Handmer — holds since 2025-12-08 — tap for who they are
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At the centre The bitter lesson is only an empirical observation about a particular seventy years of history, and need not hold for the next seventy. Last stated 26 Sept 2025 · a year ago Holds Richard Sutton Read this korrent →