Richard Sutton says even massive LLM scaling misses the world's nuance—no amount of compute or synthetic data can replace true world models. Curious how the Turing‑Award winner frames the next AI frontier? #LLMScaling #WorldModels #BitterLesson
🔗 aidailypost.com/news/sutton-...
🔗 aidailypost.com/news/sutton-...
November 8, 2026 at 11:56 AM
Richard Sutton says even massive LLM scaling misses the world's nuance—no amount of compute or synthetic data can replace true world models. Curious how the Turing‑Award winner frames the next AI frontier? #LLMScaling #WorldModels #BitterLesson
🔗 aidailypost.com/news/sutton-...
🔗 aidailypost.com/news/sutton-...
Plan A has always been to solve alignment, not by waiting around for human enhancement or whatever other capeshit, but in a bitterlesson-complementarity way, how everything else in modern AI has gone
November 2, 2026 at 10:18 PM
Plan A has always been to solve alignment, not by waiting around for human enhancement or whatever other capeshit, but in a bitterlesson-complementarity way, how everything else in modern AI has gone
#BitterLesson “The Open Secret Buried in Anthropic’s 300-Page I.P.O. Filing” www.nytimes.com/2026/10/30/o...
Opinion | What Anthropic’s I.P.O. Filing Says About the Future of A.I.
Anthropic’s I.P.O. is about more than just one company raising boatloads of cash.
www.nytimes.com
October 30, 2026 at 2:02 PM
#BitterLesson “The Open Secret Buried in Anthropic’s 300-Page I.P.O. Filing” www.nytimes.com/2026/10/30/o...
RT @DanielleFong: we're going to do rollouts of like 1 million games of civilization. then we'll really know, bitterlesson wise, what the lessons truly are
September 3, 2026 at 7:06 PM
RT @DanielleFong: we're going to do rollouts of like 1 million games of civilization. then we'll really know, bitterlesson wise, what the lessons truly are
The Incomputability of Simple Learning Karpathy's recent "Animals vs Ghosts" piece has been rattling around in my head. In it, he surfaces a tension that deserves more attention: the au...
#machinelearning #philosophy #ai #bitterlesson
Origin | Interest | Match
#machinelearning #philosophy #ai #bitterlesson
Origin | Interest | Match
The Incomputability of Simple Learning
An exploration of why the simplest forms of learning may be incomputable, and what that means for the intelligence we can build.
dev.to
January 7, 2026 at 8:01 AM
The Incomputability of Simple Learning Karpathy's recent "Animals vs Ghosts" piece has been rattling around in my head. In it, he surfaces a tension that deserves more attention: the au...
#machinelearning #philosophy #ai #bitterlesson
Origin | Interest | Match
#machinelearning #philosophy #ai #bitterlesson
Origin | Interest | Match
Researchers spent decades encoding chess expertise into AI, yet brute force search outperformed crafted knowledge. Agentic coding tools repeat that error, mirroring org charts in YAML instead of treating the challenge as search. #BitterLesson #AI
www.incompleteideas.net/IncIdeas/Bit...
www.incompleteideas.net/IncIdeas/Bit...
The Bitter Lesson
Rich Sutton
www.incompleteideas.net
April 8, 2026 at 2:28 PM
Researchers spent decades encoding chess expertise into AI, yet brute force search outperformed crafted knowledge. Agentic coding tools repeat that error, mirroring org charts in YAML instead of treating the challenge as search. #BitterLesson #AI
www.incompleteideas.net/IncIdeas/Bit...
www.incompleteideas.net/IncIdeas/Bit...
#Term: #BitterLesson - https://with.ga/cs4lt
"#RichardSutton's "Bitter Lesson" in #Ai is the observation that general, computationally intensive learning methods consistently outperform human-designed, knowledge-based approaches in the long run." - Bitter lesson
What is the Bitter Lesson?
...
"#RichardSutton's "Bitter Lesson" in #Ai is the observation that general, computationally intensive learning methods consistently outperform human-designed, knowledge-based approaches in the long run." - Bitter lesson
What is the Bitter Lesson?
...
April 27, 2026 at 10:02 PM
#Term: #BitterLesson - https://with.ga/cs4lt
"#RichardSutton's "Bitter Lesson" in #Ai is the observation that general, computationally intensive learning methods consistently outperform human-designed, knowledge-based approaches in the long run." - Bitter lesson
What is the Bitter Lesson?
...
"#RichardSutton's "Bitter Lesson" in #Ai is the observation that general, computationally intensive learning methods consistently outperform human-designed, knowledge-based approaches in the long run." - Bitter lesson
What is the Bitter Lesson?
...
#Term: #BitterLesson - https://with.ga/cs4lt
"#RichardSutton's "Bitter Lesson" in #Ai is the observation that general, computationally intensive learning methods consistently outperform human-designed, knowledge-based approaches in the long run." - Bitter lesson
What is the Bitter Lesson?
...
"#RichardSutton's "Bitter Lesson" in #Ai is the observation that general, computationally intensive learning methods consistently outperform human-designed, knowledge-based approaches in the long run." - Bitter lesson
What is the Bitter Lesson?
...
April 27, 2026 at 10:02 PM
#Term: #BitterLesson - https://with.ga/cs4lt
"#RichardSutton's "Bitter Lesson" in #Ai is the observation that general, computationally intensive learning methods consistently outperform human-designed, knowledge-based approaches in the long run." - Bitter lesson
What is the Bitter Lesson?
...
"#RichardSutton's "Bitter Lesson" in #Ai is the observation that general, computationally intensive learning methods consistently outperform human-designed, knowledge-based approaches in the long run." - Bitter lesson
What is the Bitter Lesson?
...