https://
agidefinition.ai is fine and i am a coauthor haven’t studied arc-agi-3 but intelligence is multidimensional and eg common sense is largely omitted
@garymarcus
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AGI Definition and Multidimensional Intelligence Beyond Arc-AGI
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Exponential Growth in AI: Understanding the Plateau Effect
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exponentials usually tail off. you should know that, xeno
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Task Automation Impact on Jobs and Economic Implications
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i agree (except the word “most”), but note that tasks aren’t jobs, and replacing 4% might be negligible or serious depending on how those tasks relate to the jobs and the costs involved.
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AGI is meaningful but not close says commenter
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agree on all counts, except the last. my view: AGI is meaningful, but not close.
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Industry Standards: Why 99% Accuracy Isn’t Enough in AI
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i haven’t read that specific report but read many from over the years and its always been apples vs oranges and i have written about that here frequently. 99% isn’t good enough, as everyone in the industry realizes.
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Opus 4.6 Sets Remote Labor Index Record, Questions AGI Claims
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Holy smokes! Opus 4.6 set a new record on the Remote Labor Index! At 4.17%. Anyone who claims that we are close to AGI is either lying or lost.
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Robotaxis and Edge Cases: Autonomous Driving Challenges
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1. you have no data afaik
2. this is actually not about FSD, but robotaxis
3. my whole point has been about edge cases since 1998; thank you affirming that i am still correct 🙂 -

Tesla Robotaxis Admit to Using Remote Human Drivers
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Tesla robotaxis are sometimes driven remotely, by humans. They just admitted it.
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Book Anticipated Neurosymbolic AI 25 Years Ago
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Read the book that anticipated neurosymbolic AI (which afaik underlies everything from AlphaGeometry to Claude Code) 25 years ago.
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Convolutional Networks History and Attribution in AI
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I have read him (a) that’s not true (eg see long history of convnets that precedes him, and (b) he brings receipts. seeya