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The Fatal Math Error Killing Every AI Architecture - Including The New Ones
Manage episode 520091132 series 3474148
This story was originally published on HackerNoon at: https://hackernoon.com/the-fatal-math-error-killing-every-ai-architecture-including-the-new-ones.
AI's Fatal Flaw: Why JEPA, LLMs & Transformers Can't Escape the Flatland, until Toroidal Math
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #artificial-intelligence, #mathematics, #hyperreal-numbers, #dual-number-calculus, #jet-number-calculus, #jepa, #yann-lecun, #hackernoon-top-story, and more.
This story was written by: @josecrespophd. Learn more about this writer by checking @josecrespophd's about page, and for more stories, please visit hackernoon.com.
The “predict-the-next-word” LLM era is over. The new killer on the stage isn’t language, it’s world modeling. An AI that understands reality like a conceptual puzzle. “Stochastically parroted” was cute for 2023;now it is becoming a fossil.
437 פרקים
Manage episode 520091132 series 3474148
This story was originally published on HackerNoon at: https://hackernoon.com/the-fatal-math-error-killing-every-ai-architecture-including-the-new-ones.
AI's Fatal Flaw: Why JEPA, LLMs & Transformers Can't Escape the Flatland, until Toroidal Math
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #artificial-intelligence, #mathematics, #hyperreal-numbers, #dual-number-calculus, #jet-number-calculus, #jepa, #yann-lecun, #hackernoon-top-story, and more.
This story was written by: @josecrespophd. Learn more about this writer by checking @josecrespophd's about page, and for more stories, please visit hackernoon.com.
The “predict-the-next-word” LLM era is over. The new killer on the stage isn’t language, it’s world modeling. An AI that understands reality like a conceptual puzzle. “Stochastically parroted” was cute for 2023;now it is becoming a fossil.
437 פרקים
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