4 sources healthy · latest episode 9 Nov 2026
descriptive claim

Diffusion-model inference has a workload similar to training because it processes many tokens in parallel.

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 so the workload that we have at inference time in a diffusion model”
“It's basically very, very similar to the workload you have for training,”
“where you're processing many tokens at the same time in parallel.”
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