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ADSP: Algorithms + Data Structures = Programs · Yesterday · 34 min

Episode 303: Open Models, GPU Kernels & autoresearch with Mark Saroufim

In this episode, Conor and Bryce continue their chat with Mark Saroufim about open vs closed models, numerical correctness, AI-generated GPU kernels, autoresearch and more! Link to Episode 303 on Website Discuss this episode, leave a comment, or ask a question (on GitHub) Socials ADSP: The Podcast: Twitter Conor Hoekstra: LinkTree / Bio Bryce Adelstein Lelbach: Twitter | BlueSky About the Guest: Mark Saroufim is a cofounder at Core Automation, PyTorch maintainer and cofounder of GPU MODE. Show Notes Date Recorded: 2026-07-20 Date Released: 2026-09-11 Core Automation GPU MODE PyTorch QR GPU MODE Problem NVFP4 GPU MODE Problem laplace-torch Intro Song Info Miss You by Sarah Jansen https://soundcloud.com/sarahjansenmusic Creative Commons — Attribution 3.0 Unported — CC BY 3.0 Free Download / Stream: http://bit.ly/l-miss-you Music promoted by Audio Library https://youtu.be/iYYxnasvfx8

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transcript

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show notes

In this episode, Conor and Bryce continue their chat with Mark Saroufim about open vs closed models, numerical correctness, AI-generated GPU kernels, autoresearch and more!

Socials

About the Guest:

Mark Saroufim is a cofounder at Core Automation, PyTorch maintainer and cofounder of GPU MODE.

Show Notes

Date Recorded: 2026-07-20
Date Released: 2026-09-11

Intro Song Info

Miss You by Sarah Jansen https://soundcloud.com/sarahjansenmusic
Creative Commons — Attribution 3.0 Unported — CC BY 3.0
Free Download / Stream: http://bit.ly/l-miss-you
Music promoted by Audio Library https://youtu.be/iYYxnasvfx8

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