Anthropic launches code review tool to check flood of AI-generated code
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The sharpest version of the insight: The algorithm does less compute than standard attention. vmap proves it — once XLA can see the Q-block parallelism, it gets within 2x of the fused path and beats it at large sizes. The remaining gap is likely DMA pipelining and fusion — things only a lower-level API can express. (Dumping the HLO would confirm this; for now it’s an educated guess from the benchmark shape.)。关于这个话题,博客提供了深入分析