Building systems to automate and optimize
Joined January 2026
- Tweets 110
- Following 6
- Followers 7,418
- Likes 159
5 Photos and videos
If what you're looking at doesn't make sense, keep rotating it until it does
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Jun 12
Linear Algebra Kernels For The Age Of Research
In other words, GPUs can do more than just matmuls.
Can you make it fast?
Jun 12
Launching a new kernel competition: Linear Algebra Kernels For The Age Of Research.
First problem: batched QR decomposition on B200. Old math, modern hardware.
Prize: Rare swag and hangout in SF
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Jun 12
I like seeing CoreAuto logo on research posters. First one so far
Jun 12
The return of the strictly proper losses 👑 this time for DPO 🧐
ft. Core Automation logo on an ICML 2026 poster @CoreAutoAI #icml26
Richard Nock 🫡
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Jun 10
Small weights that pack a punch. Very parameter efficient
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Jun 8
Maybe even more than that
I think you’re wrong and there’s 1,000x efficiency gains leftover in deep learning research that could lead to much smarter faster more agentic models given the same inputs
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Jun 6
The path has been clear all along
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Jun 4
When we say "full stack lab" we mean shortest path of feedback from megakernel microcode to agentic swarm and back.
Homegrown and integrated
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May 31
Every single neuron is weak. But together they constitute a force to be reckoned with
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May 30
You can fit a lot of automation in this one
May 30
New office pre move. Journey begins monday. Home of core automation. Ask @DougDoesOps for invite.
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May 29
If deep learning is the solution what is the problem?
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May 29
I will take "what is the best method to learn complex programs from data from a perspective of hardware-level acceleration" for 500
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May 29
Good morning!
May 29
mixture of good boys
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May 29
Beautiful
May 29
We will free researchers of systems so they can dream of research again - illustration by @SaroufimSarah
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May 29
Creating a new company means creating a new identity in this world.
Establishing that identity means telling a story about who we are and what we do.
This is the first part of that story
May 29
first core auto blog post by @marksaroufim
come for amusing reward hack examples, stay for some actual alpha 🧵
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