EPISODE · Aug 5, 2026 · 5 MIN
Are Megakernels Dead? Mixture of Kittens Says No
from The AI Engineering Podcast · host Jellypod
This episode explores why giant fused GPU kernels have become a maintenance and scaling headache for production inference, especially when tensor parallelism forces real communication boundaries. It then pivots to Mixture of Kittens, a new MoE training megakernel that delivered a reported 41% throughput boost and shows why low-level optimization still matters at frontier-lab scale.
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Are Megakernels Dead? Mixture of Kittens Says No
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