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Oxford researchers just published a paper arguing LLMs cannot invent anything. Mathematically impossible.
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Oxford researchers just published a paper arguing LLMs cannot invent anything. Mathematically impossible.
The reason is simple and brutal. A model trained to predict the next word can never believe something the existing data says is wrong. And every real breakthrough in history
时政
(
twitter.com)
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Kanika
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Terence Tao: The math behind today’s LLMs is actually simple.
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Terence Tao: The math behind today’s LLMs is actually simple.
Training and running them mostly uses linear algebra, matrix multiplication, and a bit of calculus, material an undergraduate can handle. We understand how to build and operate these models.
The real mystery is why
时政
(
twitter.com)
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