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    Home » The ML Technique Every Founder Should Know

    The ML Technique Every Founder Should Know

    webmasterBy webmasterJanuary 22, 2026 All Videos 1 Min Read
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    Diffusion is the foundational machine learning framework behind state-of-the-art AI image and video generation, including Sora, Midjourney and Google Veo. In this episode of Decoded, YC General Partner Ankit Gupta sits down with YC Visiting Partner Francois Chaubard to discuss how diffusion works, walk through a code sample, and explain why everyone training models should understand it.

    Apply to Y Combinator: https://www.ycombinator.com/apply
    Work at a startup: https://www.ycombinator.com/jobs

    Chapters:

    00:00 Intro
    00:33 What is diffusion?
    02:50 What are applications of diffusion today?
    04:06 Key innovations
    07:01 Code examples
    19:25 The "squint test"
    22:27 Other areas diffusion is widely accessible
    24:49 Outro

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