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ParallelKittens

2 statements across 1 episodes · 2 bullish · 0 bearish · 1 people on the record · first statement Jul 29, 2026 by Stuart (Stu) · said 5 times in 1 episodes since 2026 · across every show →

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brought up most by Stuart (Stu) (5)

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2026 5 mentions in 1 episode

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Everything said about ParallelKittens, oldest first

Jul 29, 2026 bullish
Assertion Supported
Stuart: ParallelKittens matches hand-optimized kernels in 50 to 100 lines
“And what we find is that with roughly 50 to 100 lines of device code, PK is able to surpass or match hand-optimized kernels that are often hundreds to thousands lines of code.”
Stuart (Stu) Jul 29, 2026 ▶ 20:38 Multi-GPU Kernels, Intelligence per Watt, Heterogeneous Inference, and More | YC Paper Club · Y Combinator
Jul 29, 2026 positive
Assertion Supported
Stuart: Cursor uses ParallelKittens on tens of thousands of Blackwell GPUs
“For example, Cursor is using it to train Composer on tens of thousands of Blackwell GPUs.”
Stuart (Stu) Jul 29, 2026 ▶ 20:57 Multi-GPU Kernels, Intelligence per Watt, Heterogeneous Inference, and More | YC Paper Club · Y Combinator
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