Pretraining is elegant science, posttraining is cowboys yelling hyperparameters

himanshustwts · x · 2026-10-17

tszzl's viral post contrasts the two halves of AI research: pretraining as "elegant science" done by mathematicians and distributed-systems engineers, while posttraining is "hair-raising cowboy research" where people chug Diet Coke and yell hyperparameters across the room — culminating in the cursed checkpoint name "gpt-9-final-v320-restart4". Quote-replier adds the checkpoint name itself is calling people names.

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