LLM Pre Training

topic on 2 shows · 2 statements across 2 episodes

No Priors the MAD Podcast

2 statements about LLM Pre Training, every show

MAD Insight
RLVR unlocks pre-training knowledge rather than teaching LLMs new math
“The knowledge is already there in the pre-training, and this just unlocks it. It's just like a step that maybe shows the model how to use its own knowledge, basically.”
Sebastian Raschka Jan 29, 2026 ▶ 24:33 State of LLMs 2026: RLVR, GRPO, Inference Scaling — Sebastian Raschka
NO PRIORS Insight
Uszkoreit: Human learning is fine-tuning, while evolution is pre-training
“But I think that's because we confuse fine tuning and pre-training. Pre-training is all of evolution. And then basically you arrive at this thing that It's maybe doing something that's completely, in a certain sense, a completely irrelevant task at first, but …”
Jakob Uszkoreit Aug 24, 2023 ▶ 29:47 No Priors Ep. 29 | With Inceptive CEO Jakob Uszkoreit

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