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No Priors: Artificial Intelligence | Technology | Startups — Why Diffusion Will Win AI Inference with Inception Co-Founder and CEO Stefano Ermon
Scout ratingSCOUT· 37%38m·2026-09-18·Technology

Why Diffusion Will Win AI Inference with Inception Co-Founder and CEO Stefano Ermon

No Priors: Artificial Intelligence | Technology | Startups · 178

As generative AI hits hardware and latency bottlenecks, Stanford professor, diffusion pioneer, and Inception co-founder and CEO Stefano Ermon is betting on a radical new architecture. Stefano joins Sarah Guo to talk about Inception, and how his team is applying diffusion architecture beyond images and video into…

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What people are saying

“Diffusion for text is such a contrarian bet I love that parallel token generation fixes the latency bottleneck. Makes total sense for voice agents. Efficiency really is the next frontier.”

— @QuantumOud · YouTube comment

“Nice line of research. I wonder if they got rid of tokenizer also.”

— @maitas44 · YouTube comment

“Rootin for this particular group 🙂! As an academic, I want to acknowledge Stefano's (and the lab's) work has kept this elegant side of the field (e.g. the mathematics of generative modeling) marching forward during a period where a great d…”

— @rosarioscalise1995 · YouTube comment

“Wow so much byte-sized information infused in this session - while keeping fundamentals simple and understandable. Thanks much for the awesomeness! 🎉”

— @sudarshanarya4443 · YouTube comment

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