4 sources healthy · latest episode 9 Nov 2026
causal claim

Designing a diffusion-based LLM for parallelism can increase inference speed through software-level acceleration.

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

“If you have a diffusion-based LLM that it's built to be parallel,”
“it's accelerating at the software level,”
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