4 sources healthy · latest episode 9 Nov 2026
causal claim

DPO exploits mathematical structure in its problem to provide a different, more efficient method for post-training and aligning models.

Stefano Ermon · Why Diffusion Will Win AI Inference with Inception Co-Founder and CEO Stefano Ermon · 18 Sep 2026

In their words

The transcript segments this claim was taken from

“And it was like based on a clever insight,”
“like some interesting mathematical structure that you have in that problem that allows you to come up with a very different and more efficient way of post-training and aligning these models,”
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