𝔈𝔥𝔰𝔞𝔫 @ehsanmok
Mojo🔥 maximalist @Modular. Teacher at heart. MLE. Used to know some Math. Into powerlifting. Opinions are mine. github.com/ehsanmok Vancouver, British Columbia Joined July 2014-
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Matrix Multiplication on Blackwell Part 2 is here! This technical deep dive into GPU architecture explores how to optimize memory performance through shared access and swizzling–setting the stage for our upcoming reveal of the industry's fastest matmul. modular.com/blog/matrix-mu…
Amusing how 99% of people interacting with reality forget how things work. It's a consistency machine. It seeks a global section by aligning locals and killing cohomological obstructions. Under the hood, it minimizes sheaf free energy: entropy + task-fit + coherence.
Amusing how 99% of people interacting with reality forget how things work. It's a consistency machine. It seeks a global section by aligning locals and killing cohomological obstructions. Under the hood, it minimizes sheaf free energy: entropy + task-fit + coherence.
One thing that has struck me about the GPU kernel programming ecosystem is how messy and limited it is. Chris' post on "democratizing AI compute" does a good job of tracing through the ecosystem and talking about its history. modular.com/blog/democrati…
Amazing: astralcodexten.com/p/what-is-man-…
Modular engineers are using Mojo with Nvidia Blackwell to make matrix multiplication faster than cuBLAS. In part 1 of our series, we explain what matmul is, why it’s fundamental to LLMs, and give a quick history from Ampere to Blackwell. modular.com/blog/matrix-mu…
NVIDIA Blackwell GPUs are incredible, but requires knowing the hardware to get the most out of it. This blog post series aims to demystify what it takes to get peak performance out of this sophisticated device!
NVIDIA Blackwell GPUs are incredible, but requires knowing the hardware to get the most out of it. This blog post series aims to demystify what it takes to get peak performance out of this sophisticated device!
One of the commenters on my tweet below, about limitations of LLMs in doing mathematics, suggested the following prompt for GPT-5. My girlfriend @AnnaFedorovaSF tried it, and you can see the result in the series of screenshots and the link below. Total word salad! Makes no sense…
One of the commenters on my tweet below, about limitations of LLMs in doing mathematics, suggested the following prompt for GPT-5. My girlfriend @AnnaFedorovaSF tried it, and you can see the result in the series of screenshots and the link below. Total word salad! Makes no sense… https://t.co/cHXFNLBmbO
Today we released a new document outlining our vision for Mojo to become a programming language to unify development across diverse hardware. It's a baseline to guide our decision-making as the language evolves, and we're thrilled to share it. docs.modular.com/mojo/vision/
i love how software was trending towards being more secure. more sanitizers shipping with clang. more software being written with memory safety in mind. then: vibe coding enters the arena
Part II of GPU Puzzles is here! Welcome to the detective work of GPU programming: debugging.🕵️ Puzzle 9 walks through the debugging workflow + 3 common issues, while Puzzle 10 teaches you to use @nvidia's compute-sanitizer to find and fix race conditions: puzzles.modular.com/puzzle_09/puzz…
Client: How much do you charge? Me: $400/hour (with thinking) & $20/hour (without thinking)
@Yuchenj_UW "All SWE-bench evaluation runs use a fixed subset of n=477 verified tasks which have been validated on our internal infrastructure." cdn.openai.com/pdf/8124a3ce-a…
Modular Platform 25.5 is built for developers who need performance at scale! 💪 We're introducing Large Scale Batch Inference: a high-throughput, OpenAI-compatible API powered by Mammoth. It's already live in production via @sfcompute: modular.com/blog/modular-p…
We're excited to combine the unbeatable engineering of Modular with the unbeatable prices of San Francisco to make the world's best priced inference service. The world gets better when costs go down.
Inference costs too much. We’re fixing that! We've partnered with @sfcompute to launch the Large Scale Inference Batch API: up to 80% cost savings, 15+ leading models, and real-time GPU spot pricing. Learn how in our launch video: youtu.be/PZIqVuvaJgE
Many friends still ask me about AI for IMO, formal vs informal math. Some quick thoughts: IMO results: GDM and OpenAI achieved gold using informal (natural language) methods. ByteDance and AlphaProof (last year) got gold/silver using formal methods (Lean + specialized geometry…
We deployed 44 AI agents and offered the internet $170K to attack them. 1.8M attempts, 62K breaches, including data leakage and financial loss. 🚨 Concerningly, the same exploits transfer to live production agents… (example: exfiltrating emails through calendar event) 🧵
New Modular Tech Talk just dropped! 🆕 Deep Dhillon breaks down the challenges of serving high-performance LLMs, and how Mammoth, our Kubernetes-native distributed serving tool, delivers scalable performance for any model on any architecture: youtube.com/watch?v=jatv_K…

Luca Palmieri @algo_luca
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A meme page to check ... @memecrashes
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