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What ChatGPT is actually doing when it answers you

It doesn't "understand" you. It does one thing, over and over: guess the next token, append it, guess again. Once that clicks, the weird behavior stops being mysterious: Tokens, not letters — that's why it can't count the r's in "strawberry". Meaning is geometry — words become vectors; "king" sits near "queen". Attention decides which earlier words matter for the next one. Pretraining makes a…

We haven't written up this one. Dev.to has the full story — the link below goes straight to it.

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The mathematicians rebel against AI

Here is the statement, signed by Terry Tao among many other math notables, most of you probably have read it by now. I do not accept the most cynical interpretations of this proclamation.

  • Terry Tao and other mathematicians sign statement rejecting AI cynicism
  • Tao worries AI may reduce need for human economic thought, but sees benefits
  • Tao expects math funding and interest to rise as mathematicians adapt to AI

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