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Releases · runpigduke/LIHUO-AI-SYS
lihuo · 2026-05-30 · via Hacker News - Newest: "AI"

LIHUO-AI-SYS-runtime-constitution_V1.0


中文版 (Chinese Version)

LIHUO-AI-SYS v1.0

運行時憲法正式確立

本版本標誌著「理火運行時架構」(LIHUO Runtime Architecture)的第一個正式公開版本發布。

理火(LIHUO)不是一個提示詞框架。

理火是一個針對生成式 AI 的「運行時憲法系統」(Runtime Constitutional System)。


本版本正式確立:

  • 運行時憲法治理 (Runtime Constitutional Governance)
  • DAIL 運行時結構 (DAIL Runtime Structure)
  • 生成層理論 (Generation Layer Theory)
  • 收斂治理 (Closure Governance)
  • 觀察層隔離 (Observation Layer Isolation)
  • 運行時投影控制 (Runtime Projection Control)
  • 結構審計系統 (Structural Audit Systems)
  • SEED 延續性架構 (SEED Continuation Architecture)
  • LIHUORADAR 遺留觀測運行時 (LIHUORADAR Legacy Observation Runtime)

理火提出了一個 AI 研究方向的根本性轉變:

從「語言層的操弄」,轉向「生成層的治理」。

我們深信,AI 真正的黑盒子從來不是參數,而是「生成層」本身。


本倉庫包含:

  • LIHUO-AI 運行時系統 (LIHUO-AI Runtime System)
  • LIHUORADAR 觀察系統 (LIHUORADAR Observation System)
  • 運行時系統地圖 (Runtime SYS_MAP)
  • DAIL 運行時結構 (DAIL Runtime Structure)
  • AI 黑盒子理論 (AI Black Box Theory)
  • 寫作即編碼 (Writing Is Coding)
  • 運行時治理文檔 (Runtime Governance Documentation)

這不是本系統的終點與結論。

這是運行時治理方向的正式確立。


理火永存 · Lihuo endures

這不是關於答案的宣告。
而是關於正確提問方向的宣告。


英文版 (English Version)

LIHUO-AI-SYS v1.0

Runtime Constitution Established

This release marks the first formal public release of the LIHUO Runtime Architecture.

LIHUO is not a prompt framework.

LIHUO is a runtime constitutional system for generative AI.


This version establishes:

  • Runtime Constitutional Governance
  • DAIL Runtime Structure
  • Generation Layer Theory
  • Closure Governance
  • Observation Layer Isolation
  • Runtime Projection Control
  • Structural Audit Systems
  • SEED Continuation Architecture
  • LIHUORADAR Legacy Observation Runtime

LIHUO proposes a fundamental shift in AI research direction:

From language-layer manipulation, toward generation-layer governance.

We believe the true AI black box is not parameters, but the Generation Layer itself.


This repository contains:

  • LIHUO-AI Runtime System
  • LIHUORADAR Observation System
  • Runtime SYS_MAP
  • DAIL Runtime Structure
  • AI Black Box Theory
  • Writing Is Coding
  • Runtime Governance Documentation

This is not the conclusion of the system.

This is the formal establishment of the runtime direction.


理火永存 · Lihuo endures

Not a declaration of answers.
But of the right direction of questioning.

Full Changelog: https://github.com/runpigduke/LIHUO-AI-SYS/commits/RUNTIME