Abstract: In this paper, we propose a scheme for matrix-matrix multiplication on a distributed ... which is the peak performance obtainable for parallel BLAS. Another feature of our algorithm is that ...

Nvidia earned an exceptional 62% GAAP operating margin in fiscal 2025, as it prospered from significant operating leverage during the AI boom. We anticipate that GAAP operating margins will be 59% in ...

Google's AlphaEvolve is the epitome of a best-practice AI agent orchestration. It offers a lesson in production-grade agent engineering. Discover its architecture & essential takeaways for your ...

But getting AI models (even small ones) to run reliably on people’s personal devices will require a step change in the chips ...

Abstract: As the size of today's high performance computers continue to grow, node failures in these computers are becoming frequent events. Although checkpoint is the typical technique to tolerate ...

The system designed a novel gradient-based optimization procedure that discovered multiple new matrix multiplication algorithms. One discovery toppled a mathematical record that had stood for 56 ...

We asked AlphaEvolve to improve our matrix multiplication algorithm, and they generated an algorithm that can perform 4x4 complex matrix multiplication with 48 scalar multiplications. This result ...

Google's next-generation Tensor processing hardware will also benefit from AlphaEvolve. DeepMind reports that the AI created ...

For decades, Strassen’s algorithm was the gold standard for ... This could lead to more advanced LLMs, which rely heavily on matrix multiplication to function. According to DeepMind, these ...