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msaroufim merged 2 commits into from
Aug 17, 2026
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Add linear algebra winners post #263

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Add linear algebra winners post
msaroufim Aug 17, 2026
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Add fourth linear algebra write-up
msaroufim Aug 17, 2026
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15 changes: 15 additions & 0 deletions kernelboard/static/news/2026-08-17-linear-algebra-kernels-winners.md
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---
id: linear-algebra-kernels-age-of-research-winners
title: "Linear Algebra Kernels: Congratulations"
date: 2026-08-17
category: "General"
---

Congratulations again to the winners of the Linear Algebra Kernels for the Age of Research competition.

I'm especially happy to see some of the top entrants write down how they achieved such strong results.

- [QR Decomp at the Speed of Light](https://ml-mike.com/writing/qr_v2/)
- [Auto-research with Codex](https://sankalp.bearblog.dev/autoresearch/)
- [QR2 Shape-Specialized Householder Megakernels](https://github.com/fishmingyu/qrv2-gpu-mode)
- [Another Typical Autoresearch Post](https://elianaive.com/posts/another-typical-autoresearch-post/)
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