4 sources healthy · latest episode 9 Nov 2026
descriptive claim

Diffusion-based language models can remain transformer-based and use attention, allowing them to benefit from existing architectural work.

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

“it's still a transformer-based model,”
“so you don't have to throw away a lot of the work that has been done on good architectures.”
“We still use attention.”
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