diff --git a/kernelboard/static/news/2026-08-17-linear-algebra-kernels-winners.md b/kernelboard/static/news/2026-08-17-linear-algebra-kernels-winners.md
index 26eedeb..9b9cb8a 100644
--- a/kernelboard/static/news/2026-08-17-linear-algebra-kernels-winners.md
+++ b/kernelboard/static/news/2026-08-17-linear-algebra-kernels-winners.md
@@ -7,6 +7,14 @@ category: "General"
 
 Congratulations again to the winners of the Linear Algebra Kernels for the Age of Research competition.
 
+The top three in each problem, in first-to-third order on the public B200 standings as of September 7:
+
+- **[QR](https://www.gpumode.com/leaderboard/774?tab=rankings):** 🥇 10billiontokens, 🥈 gau.nernst, 🥉 dhu.randhar.
+- **[eigh](https://www.gpumode.com/leaderboard/775?tab=rankings):** 🥇 teelaitila, 🥈 nikhilbarhate99, 🥉 elianaive.
+- **[Cholesky](https://www.gpumode.com/leaderboard/776?tab=rankings):** 🥇 zhongmingee, 🥈 Frosty40, 🥉 Olek.
+
+Thank you to everyone who competed and shared their code. You can study the implementations in the [GPU MODE linear-algebra submissions dataset on Hugging Face](https://huggingface.co/datasets/GPUMODE/kernelbot-data/viewer/linalg_submissions), including leading entries such as 10billiontokens’ QR that have no accompanying writeup.
+
 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/)