ADSP: Algorithms + Data Structures = Programs

In this episode, Conor and Bryce chat with Mark Saroufim about his path from AI theory and Microsoft to Graphcore and PyTorch, what he learned from open source, building the GPU MODE community, and his work automating AI systems research at Core Automation.
Link to Episode 302 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: 2026-09-04
Core Automation
GPU MODE
Graphcore
The Robot Overlord Manual
Machine Learning: The Great Stagnation
PyTorch
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
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In this episode, Conor and Bryce chat about the future of technical communities, AI fluency, Conor's existential crisis, Auto Research Academy and more!
Link to Episode 301 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
Show Notes
Date Recorded: 2026-08-12
Date Released: 2026-08-28
GOSIM Conferences
Modal
EURO PYTHON
GPU MODE
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

In this episode, Conor and Bryce celebrate the 300th episode fo ADSP by catching up with Sean Parent!
Link to Episode 300 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:
Sean Parent is a principal scientist and software architect for Adobe Photoshop. Sean has been at Adobe since 1993 when he joined as a senior engineer working on Photoshop and later managed Adobe’s Software Technology Lab. In 2009 Sean spent a year at Google working on Chrome OS before returning to Adobe. From 1988 through 1993 Sean worked at Apple, where he was part of the system software team that developed the technologies allowing Apple’s successful transition to PowerPC.
Show Notes
Date Recorded: 2026-08-19
Date Released: 2026-08-21
POD GOD
CppCast
cpp.chat
Sean Parent - Papers and Presentations
ADSP Episode 299: Do We Need Humans in the Loop?
NVIDIA CCCL
cel-rs
Stepanov Papers
Bob Tarjan
Tarjan's strongly connected components algorithm
Soylent Green is people!
Claude Code
The Last Emperor - A Gentleman
Jonathon Blow on the Quality of Software (Software is in Decline)
Lean Programming Language
Dafny Programming Language
Creator of TypeScript: 10x Faster Typescript, Why AI Won't Replace SWEs | Anders Hejlsberg
autoresearch
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

In this episode, Conor and Bryce discuss the role of humans in the loop with AI and code review in the age of AI.
Link to Episode 299 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
Show Notes
Date Recorded: 2026-08-12
Date Released: 2026-08-14
Red-tailed Hawk
Broad-winged Hawk
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

In this episode, Conor and Ben chat about the design of APIs, UIs & algorithms!
Link to Episode 298 on Website
Discuss this episode, leave a comment, or ask a question (on GitHub)
Socials
ADSP: The Podcast: Twitter
Conor Hoekstra: LinkTree / Bio
Ben Deane: Twitter | BlueSky
Show Notes
Date Recorded: 2026-07-22
Date Released: 2026-08-07
C++Now 2018: Ben Deane “Easy to Use, Hard to Misuse: Declarative Style in C++”
NDC Toronto UI talk
The Design of Everyday Things
About Face: The Essentials of Interaction Design
User Interface Design For Programmers
Just My Type
The Elements of Typographic Style
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