以存储换算力：DeepSeek Engram 与 KVCache 背后的 AI 基础设施新范式

在 CES 2026 大会上，英伟达在最新的 Rubin 平台引入了 Inference Context Memory Storage （ICMS），这是专门为大规模推理设计的新型 AI 原生存储基础设施。Nvidia CEO 黄仁勋介绍每个 GPU ...

DeepSeek’s conditional memory fixes silent LLM waste: GPU cycles lost to static lookups

Through systematic experiments DeepSeek found the optimal balance between computation and memory with 75% of sparse model ...
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AI’s next breakthrough will come from memory, not bigger models

Memory, as the paper describes, is the key capability that allows AI to transition from tools to agents. As language models ...