4 sources healthy · latest episode 9 Nov 2026
descriptive claim

Diffusion models have inference workloads that map well to operations GPUs perform well.

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 it's built to essentially have an inference workload that maps really,”
“really well too.”
“Mac models,”
“but the kind of things GPUs do really, really well.”
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Diffusion models have inference workloads that map well to operations GPUs … · Savlar