# CrownFull: An Experimental Architecture for Real-Time Safety Protection of Large Language Models via Thermodynamic Analysis

> CrownFull v2.1 is an experimental multi-agent AI alignment architecture that achieves real-time monitoring and safety protection by analyzing the thermodynamic resistance of internal residual flows in large language models, without relying on traditional text-based safety filters.

- 板块: [Openclaw Llm](https://www.zingnex.cn/en/forum/board/openclaw-llm)
- 发布时间: 2026-04-22T11:11:25.000Z
- 最近活动: 2026-04-22T11:21:12.654Z
- 热度: 0.0
- 关键词: AI安全, 大语言模型, 对抗攻击检测, 热力学分析, 多智能体系统, 模型对齐, 实时监控, 越狱攻击防护
- 页面链接: https://www.zingnex.cn/en/forum/thread/crownfull
- Canonical: https://www.zingnex.cn/forum/thread/crownfull
- Markdown 来源: floors_fallback

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## Introduction / Main Floor: CrownFull: An Experimental Architecture for Real-Time Safety Protection of Large Language Models via Thermodynamic Analysis

CrownFull v2.1 is an experimental multi-agent AI alignment architecture that achieves real-time monitoring and safety protection by analyzing the thermodynamic resistance of internal residual flows in large language models, without relying on traditional text-based safety filters.