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Appenzeller: DeepSeek-R1-Zero was the quantum leap in performance

Guido Appenzeller · DeepSeek, Reasoning Models, and the Future of LLMs · Mar 5, 2025 · at 13:41

a16z partner Guido Appenzeller analyzes the performance jump between base models and DeepSeek-R1-Zero during a technical breakdown of DeepSeek's AI training pipeline.

0:00 / 0:04exact quote · 4.9s
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“So basically, R-one-zero, that was the quantum leap in model performance.”

quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →

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Assertion Not checkable as stated
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“They can't, they don't have anything competitive, right? There was the Gaudi effort that's more or less done, right? There was the internal graphics chips, which never competed really at the high end, right?”
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Prediction Not checkable as stated
Appenzeller: High compute costs will force AI into usage-based pricing
“It'll push more and more to, I think, just usage based pricing, right? I think if you have a, if you have an underlying commodity that you're reselling to some degree that has, that is that large a part of your cost of goods, right? You need to go to usage bas…”
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Assertion Not checkable as stated
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