Mark Saroufim delivers MLSys 2026 keynote titled 'When AI starts writing systems code' on AI systems evolution, performance improvements, observed shortfalls, and future projections tied to Core Automation
Slides posted publicly with recording to follow.
Nice talk by Mark at MLSys.

It was an honor to give the keynote at MLSys Covered how AI systems have evolved, why AI is needed to improve them, why results have disappointed, why the future looks amazing, and why I’m working on this at Core Auto Recording should be out soon, in the meantime slides
@marksaroufim 🥹

https://docs.google.com/presentation/d/1q5g3-Lx2mJxHBmB58nXTLunFfgDWqfIq/edit?usp=sharing&ouid=106222972308395582904&rtpof=true&sd=true
It was an honor to give the keynote at MLSys Covered how AI systems have evolved, why AI is needed to improve them, why results have disappointed, why the future looks amazing, and why I’m working on this at Core Auto Recording should be out soon, in the meantime slides