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AgentX与CUDA护城河：GPU跑分快，为什么AI智能体干活未必快？ episode artwork

EPISODE · Aug 31, 2026 · 9 MIN

AgentX与CUDA护城河：GPU跑分快，为什么AI智能体干活未必快？

from 投研随身听 · host 慢研播客

AI智能体的真实瓶颈，常常不在生成文字，而在重复计算、缓存搬运和请求调度。基于SemiAnalysis 2026年8月24日AgentX全文，拆解真实编程流量与传统单轮跑分的差别，缓存为什么存着却用不上，AMD与英伟达的软件差距，以及为何应比较整个模型使用期的产出。 原文：https://newsletter.semianalysis.com/p/agentx-inferencexv3-does-cuda-moat 个人学习解读，不构成投资建议。

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AgentX与CUDA护城河：GPU跑分快，为什么AI智能体干活未必快？

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