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pllbnkyesterday at 8:50 PM2 repliesview on HN

Shouldn't this new reduction in thinking output make the model cheaper to operate? Could it be that the model is the same old LLM, with a bit newer architecture but still doing the same things, including huge amounts of thinking, just that its thinking is less clear to human readers?


Replies

vessenesyesterday at 9:55 PM

Those tend to be under so-called ‘max’ modes, or ‘ultra’ - where you scale up inference time compute and then choose amongst your answers. Astra is new weights.

minimaxiryesterday at 9:05 PM

Thinking output is already a relatively small part of the total input compared to raw code/text files.