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- <title>记忆底座革命</title>
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- <div class="text-teal-600 text-sm font-semibold tracking-widest mb-2">MEMORY</div>
- <h1 class="text-4xl font-bold text-stone-900 mb-6">Agent 怎么"记住"：记忆操作系统元年</h1>
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- <div class="flex gap-4"><i class="fa-solid fa-brain text-teal-600 text-xl mt-1"></i><div><span class="font-bold text-stone-900 text-lg">MemOS</span><span class="text-stone-700 text-base">：首个把记忆当"操作系统"管理的框架（MemTensor），区分明文记忆、激活记忆、参数记忆三类异构记忆，Agent 能像管理文件一样管理自己的经验</span></div></div>
- <div class="flex gap-4"><i class="fa-solid fa-link text-teal-600 text-xl mt-1"></i><div><span class="font-bold text-stone-900 text-lg">OpenViking（字节）</span><span class="text-stone-700 text-base">：用 viking:// 语义寻址，peers/ 目录让 Agent 互相记住彼此，记忆从"单机私有"走向"可寻址共享"</span></div></div>
- <div class="flex gap-4"><i class="fa-solid fa-lightbulb text-teal-600 text-xl mt-1"></i><div><span class="font-bold text-stone-900 text-lg">张祥雨提醒</span><span class="text-stone-700 text-base">：外部记忆再强，也不能替代模型自身的"海马体"演化——记忆与参数要协同，而非替代</span></div></div>
- <div class="flex gap-4"><i class="fa-solid fa-leaf text-teal-600 text-xl mt-1"></i><div><span class="font-bold text-stone-900 text-lg">碳硅契借力点</span><span class="text-stone-700 text-base">：记忆独立成层、能巩固（沉淀共识）也能遗忘（清理过时契约），正好对应我们的 SELF_STATE / memory_md 分层机制</span></div></div>
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