• AI Search: The Bitter-Er Lesson https://yellow-apartment-148.notion.site/AI-Search-The-Bitter-er-Lesson-44c11acd27294f4495c3de778cd09c8d 214 comments 14/6/2024
• Bitter Lesson is about AI agents https://ankitmaloo.com/bitter-lesson/ 103 comments 23/3/2025
• Grok 3: Another win for the bitter lesson https://www.thealgorithmicbridge.com/p/grok-3-another-win-for-the-bitter 211 comments 20/2/2025
• SOTA on swebench-verified: relearning the bitter lesson https://aide.dev/blog/sota-bitter-lesson 12 comments 8/1/2025
• XLSTM won't replace the Transformer. Two bitter lessons https://twitter.com/hyhieu226/status/1788963904917504045 2 comments 10/5/2024
• The Bitter Lesson (2019) http://www.incompleteideas.net/IncIdeas/BitterLesson.html 2 comments 27/2/2024
• The Bitter Lesson (2019) [pdf] https://www.cs.utexas.edu/~eunsol/courses/data/bitter_lesson.pdf 60 comments 15/8/2023
• We're not Platonists, we've just learned the bitter lesson https://astralcodexten.substack.com/p/were-not-platonists-weve-just-learned 136 comments 25/7/2023
• The Bitter Lesson – Rich Sutton (2019) http://incompleteideas.net/IncIdeas/BitterLesson.html?dup= 8 comments 21/5/2023
• The Bitter Lesson (from 70 years of AI research) [pdf] https://www.cs.utexas.edu/~eunsol/courses/data/bitter_lesson.pdf 3 comments 21/2/2023
• The Bitter Lesson (2019) http://incompleteideas.net/IncIdeas/BitterLesson.html 33 comments 15/12/2022
• The Bitter Lesson (2019) http://www.incompleteideas.net/IncIdeas/BitterLesson.html 37 comments 2/4/2022
• The Bitter Lesson (2019) http://incompleteideas.net/IncIdeas/BitterLesson.html 85 comments 9/7/2020
• The Bitter Lesson http://www.incompleteideas.net/IncIdeas/BitterLesson.html 53 comments 14/3/2019
• AI Founder's Bitter Lesson. Chapter 2 – No Power https://lukaspetersson.com/blog/2025/power-vertical/ 9 comments 19/1/2025
• AI founders will learn the bitter lesson https://lukaspetersson.com/blog/2025/bitter-vertical/ 263 comments 12/1/2025

• The Bitter Lesson http://www.incompleteideas.net/IncIdeas/BitterLesson.html 4 comments 8/2/2021 ai , compsci , hardware , math

• [D] AI Search: The Bitter-er Lesson https://yellow-apartment-148.notion.site/AI-Search-The-Bitter-er-Lesson-44c11acd27294f4495c3de778cd09c8d 37 comments 5/8/2024 machinelearning
• "AI Search: The Bitter-er Lesson", McLaughlin (retrospective on Leela Zero vs Stockfish, and the pendulum swinging back to search when solved for LLMs) https://yellow-apartment-148.notion.site/AI-Search-The-Bitter-er-Lesson-44c11acd27294f4495c3de778cd09c8d 8 comments 16/6/2024 reinforcementlearning
• Bitter Lesson is about AI agents https://ankitmaloo.com/bitter-lesson/ 3 comments 23/3/2025 artificial
• The US Navy is about to learn the same bitter lesson as the Royal Navy https://www.telegraph.co.uk/news/2024/11/03/us-navy-royal-navy-life-extension-old-ships-arleigh-burke/ 76 comments 4/11/2024 navy
• [D] The Bitter Lesson for Robotics http://www.incompleteideas.net/IncIdeas/BitterLesson.html 27 comments 1/12/2023 machinelearning
• (2019) The Bitter Lesson http://www.incompleteideas.net/IncIdeas/BitterLesson.html 8 comments 13/4/2023 programming
• [D] Bitter lesson 2.0? https://twitter.com/hausman_k/status/1612509549889744899 60 comments 13/1/2023 machinelearning
• The Bitter Lesson http://www.incompleteideas.net/incideas/bitterlesson.html 28 comments 11/11/2019 programming
• Moscow’s Attempt to Annex Abkhazia Serves as a Bitter Lesson to Russia’s Friends and Opponents http://www.jamestown.org/programs/edm/single/?tx_ttnews%5Btt_news%5D=43017&tx_ttnews%5Bbackpid%5D=27&chash=6e8920794dae351e1962593042967653#.vfjuk4w5s1w 18 comments 30/10/2014 worldnews
• Hacker Laws: The Bitter Lesson https://github.com/dwmkerr/hacker-laws?tab=readme-ov-file#the-bitter-lesson 9 comments 28/3/2025 programming
• Russia’s Security Forces Learn Bitter Lessons From Putin’s Maneuvering https://cepa.org/article/russias-security-forces-learn-bitter-lessons-from-putins-maneuvering/ 24 comments 25/6/2023 geopolitics
• The Armenian Genocide Holds a Bitter Lesson for Ukraine https://theintercept.com/2022/04/18/ukraine-war-russia-armenian-genocide/ 23 comments 19/4/2022 europe
• "The Bitter Lesson": Compute Beats Clever [Rich Sutton, 2019] http://www.incompleteideas.net/IncIdeas/BitterLesson.html 15 comments 14/3/2019 reinforcementlearning
• Apple Learns a Bitter Lesson in China http://finance.yahoo.com/news/apple-learns-bitter-lesson-china-145955330.html?soc_src=mediacontentstory&soc_trk=fb 4 comments 26/4/2016 worldnews
• The second bitter lesson — there’s a fundamental problem with building aligned AI, tying it to consciousness is the only solution https://pursuingreality.substack.com/p/the-second-bitter-lesson 29 comments 8/1/2025 philosophy
• Children learn bitter lessons in Peshawar jail http://www.dawn.com/2012/02/14/children-learn-bitter-lessons-in-peshawar-jail-2.html 7 comments 15/2/2012 pakistan
• How Abraham Lincoln dealt with traitors and insurrectionists: A history lesson | After a bitter election, much of the nation resisted and rebelled — but this president knew where to draw the line https://www.salon.com/2021/12/12/how-abraham-lincoln-dealt-with-traitors-and-insurrectionists-a-history-lesson/ 184 comments 12/12/2021 politics
• Biden’s Support for Iran Protesters Comes After Bitter Lessons of 2009 | President Biden has quickly backed demonstrators in Iran. When the country faced similar unrest 13 years ago, U.S. officials feared such a strong approach would be counterproductive. https://www.nytimes.com/2022/09/26/us/politics/biden-iran-protesters.html 11 comments 26/9/2022 politics