租用智能，拥有记忆：一份宣言
Nowledge Labs 认为，模型、Agent harness 与应用界面正在变成可随时替换的短期租赁品，真正持续增值的是团队在工作中积累的上下文与判断。文章提出 L1–L4 四级记忆模型：从单一工具记住个人，走向带来源签名、时效链与分布式托管的组织记忆层。
Rent the Intelligence. Own the Memory. A Manifesto.
Nowledge Labs argues that models, agent harnesses, and interfaces are short-term rentals, while portable, signed, versioned memory is the asset that compounds. The manifesto maps four levels of memory, from one tool remembering one user to an organization-wide memory layer with distributed custody.
https://x.com/wey_gu/status/2083118261601005612
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Wey Gu 古思为 (@wey_gu) on X
Rent the Intelligence. Own the Memory. A Manifesto.
August 1, 2026 16
