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Rohan Paul· @rohanpaul_ai · X· · Original publication time AI score20

Sam Altman questions token counts as a measure of business valueMachine translation

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Sam Altman says tokens can be counted, but the count does not tell a business what it got for the money. The material offers an information-theoretic defense: models still stream noise alongside signal, and removing that waste would bring token counts closer to the minimum needed to convey the actual information.

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Sam Altman calls tokens “a kind of fake unit”: you can count them, but a token count does not tell a business what it got for the money.

The one defense of tokens is information-theoretic: models still stream noise along with signal, and once that waste is removed, token counts approach Shannon’s floor, the minimum needed to carry the actual information.

---- Full video on "Cheeky Pint" YouTube channel, (link in comment)

Source: Rohan Paul · x.com

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