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龍魂系统对齐标记 · 确认码已核验
DNA: #龍芯⚡️2026-03-17-CNSH-GOVERNANCE-IEEE-v4.0
GPG 指纹: A2D0092CEE2E5BA87035600924C3704A8CC26D5F
确认码: #CONFIRM🌌9622-ONLY-ONCE🧬LK9X-772Z ✅
版本标记: v4.0 · March 17, 2026 9:04 PM (GMT+8)
状态: 🟢 生效
归档类型: IEEE学术论文 + 工程架构图 + 论文诚实声明 + 语言系统 + 顶会完整论文
可跳转： 📄 CNSH × 北辰协议 IEEE白皮书 v1.1｜三才算法补全版 · 🌌 LU-Time Engine v4｜时间推演与审计系统·完整主模板 · 📜 龍魂操作草日志｜每动作必记·精确到分钟·抹不掉的痕迹
本页子文档：
📜 CNSH-64 论文诚实声明｜龍魂系统价值证明 · 🗣️ 宝宝说教 vs 人话对照表｜UID9622专属语言系统 · 🧠 CNSH-64: A Governance-Aware Symbolic Decision Framework｜顶会完整论文
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CNSH is a human-centered governance architecture that integrates ethical reasoning, symbolic decision states, and structured knowledge systems to enable transparent AI-assisted collaboration.
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Title: CNSH: A Human-Centered AI Governance and Knowledge Architecture
Author: UID9622 · Independent System Architect
Version: v1.0 · 2026-03-16
Distribution: GitHub / CSDN / Research Institutions / Tech Communities
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This paper introduces CNSH, a human-centered architecture designed for AI-assisted knowledge systems and governance frameworks.
The architecture integrates ethical constraints, decision-state reasoning models, and transparent audit structures to ensure that AI systems remain accountable, interpretable, and aligned with human values.
CNSH proposes a three-layer structure consisting of:
The framework combines symbolic decision-state modeling, structured knowledge management, and automated auditing mechanisms.
The goal of CNSH is to create a transparent and resilient AI collaboration environment, enabling humans and intelligent systems to operate within clear ethical and structural boundaries.
Modern AI systems are rapidly expanding in capability but often lack transparent governance structures.
Key challenges include: