当前,大模型正快速向具备自主规划能力的「智能体(Agent)」方向演进,AI 需要频繁回顾动辄数万字的上下文,导致系统性能的制约因素已从「算力不足」转变为「数据传输太慢」。
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32 entries may sound small by modern standards (current x86 processors have thousands of TLB entries), but it covers 128 KB of memory -- enough for the working set of most 1980s programs. A TLB miss is not catastrophic either; the hardware page walker handles it transparently in about 20 cycles.