4 sources healthy · latest episode 9 Nov 2026
definition claim

Diffusion models are designed to process many tokens in parallel during inference.

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

“the equivalent at inference time is a diffusion base,”
“is a diffusion model,”
“because a diffusion model is built to have at inference time a workload where you process many”
“tokens”
“at the same time.”
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