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August 28, 2024
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Top Story
- Why AI can't spell "strawberry". (Tech Crunch)
I've said before that currently popular AI models - which is to say, Large Language Models or LLMs - don't understand anything at all except language. They're language models. That's what they do, and it's all they do.
Except that's not quite true, because they don't understand language in any real way either.The failure of large language models to understand the concepts of letters and syllables is indicative of a larger truth that we often forget: These things don't have brains. They do not think like we do. They are not human, nor even particularly humanlike.
Most LLMs are built on transformers, a kind of deep learning architecture. Transformer models break text into tokens, which can be full words, syllables, or letters, depending on the model.
"LLMs are based on this transformer architecture, which notably is not actually reading text. What happens when you input a prompt is that it's translated into an encoding," Matthew Guzdial, an AI researcher and assistant professor at the University of Alberta, told TechCrunch. "When it sees the word 'the,' it has this one encoding of what 'the' means, but it does not know about 'T,' 'H,' 'E.'" Typeahead with delusions of grandeur.
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Disclaimer: Or maybe crumpet.
posted by Pixy Misa at 04:24 AM
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The Classical Saturday Morning Coffee Break & Prayer Revival
Daily Tech News 1 February 2025
The Fault, Dear Brutus, Is Not In Our Stars, But In Our ONT
Fri-YAY!!! Cafe
Karoline Leavitt: Many Media People In This Very Room Attacked Trump as a "Conspiracy Theorist" and Lied About Covid's Origins
The Trump Administration Keeps Giving the Media Simple, Direct, Candid, Straightforward Answers. The Media Keeps Rejecting These Answers and Demanding Different Answers. Update: FBI Firings Yuger Than First Reported
Trump Orders Senior FBI Officials to Retire, Resign, or Be Fired By Monday
CBS's Parent Corporation Paramount In Talks to Settle Trump's $10 Billion Election Interference Claim, Based on the Deceptive Editing of Kamala Harris's Word Salad Fake Interview
Under Pressure From Voters, Newsom Walks Back His Plan to Spend $50 Million of Taxpayer Money to Sue Trump for... Whatever
Trump Appoints New Acting Head of FAA
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