naze01 / personal ai systems / public releasenaze01 / 个人 AI 系统 / 公开版本
Delegation on the open internet needs more than legal permission. It needs a way to ask whether the agent is still faithful to the principal after authorization is already valid.开放互联网上的委托，不能只停留在法律意义上的授权成立。它还需要继续追问：在授权依然有效之后，代理是否仍然忠实于委托人。
I want the front door to feel edited and readable. The more serious point is underneath it: memory, delegation, judgment, and operating structure should stay coherent even as the model layer keeps moving.我希望这个入口被认真编辑过、清晰可读。更重要的是更底下那一层：记忆、委托、判断与操作结构，应该在模型不断变化时仍然保持一致。
Identity, delegation, permission, intent, audit, and revocation all matter. But they still do not answer the human question that appears after all six are green.身份、委托、权限、意图、审计、撤销都很重要，但即使这六层全绿了，那个真正属于人的问题依然没有被回答。
The delegated-fidelity work is where that question becomes explicit: not only who may act, but whether the action still belongs to the person who authorized it.delegated-fidelity 这部分工作的意义，就是把那个问题明确提出来：不仅是谁可以行动，更是谁的行动仍然算数。
Once agents can touch CRMs, support desks, forms, and public websites, trace and fidelity stop being debugging luxuries. They become governance necessities.当代理开始接 CRM、客服台、表单与公开网站时，trace 和 fidelity 就不再只是调试细节，而会变成治理必须项。
The goal is not to claim a grand totalizing theory. It is to make the recurring shape legible quickly: what I keep building, what I keep protecting, and what kind of AI surface I think should exist.目标不是抛出一个包打天下的大理论，而是让那条反复出现的形状一眼可读：我持续在搭什么、在保护什么，以及我认为什么样的 AI 界面值得存在。