4 sources healthy · latest episode 9 Nov 2026
causal claim

In the reported comparison, the diffusion model generated text significantly faster than the autoregressive model by outputting many tokens simultaneously.

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

“but the diffusion model was significantly faster.”
“Because it's diffusion,”
“because you're outputting many tokens at the same time, we were able to generate text.”
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In the reported comparison, the diffusion model generated text significantly … · Savlar