让智能有根,让文明有魂

Let Intelligence Take Root, Let Civilization Gain Soul

让智能有根,让文明有魂

Let Intelligence Take Root, Let Civilization Gain Soul

About Us 关于我们

The Logographic AI Theory is a new artificial intelligence paradigm proposed by Liu Shen, founder of WindSea (Shenzhen) Artificial Intelligence Technology Development Co., Ltd. Centered on the Chinese character Morpho-Root system as its core cognitive primitive, the theory constructs a complete cognitive framework from symbol to semantics, from structure to meaning, aiming to enable machines to truly understand the deep logic of human civilization.

Unlike traditional AI systems based on phonographic languages, Logographic AI starts from the cognitive foundation of Eastern civilization, taking the three-dimensional structure of Chinese characters—form, sound, and meaning—as the native language of artificial intelligence. This enables machines to achieve native understanding of cultural semantics rather than translated simulation. This paradigm shift represents not only innovation in technical approach, but also a decolonization of the underlying architecture of AI civilization.

The Logographic AI Theory has published multiple papers on international preprint platforms, forming a complete academic system covering core methods such as Morpho-Root parsing, Morpho-Structural Entropy computation, and Pluralistic Commensurability validation. Original products including the Morpho-Root Parser and the LoreNative system have been developed, advancing AI from instrumental rationality toward civilizational dialogue.

Key Milestones:

  • March 7, 2025 — Published inaugural paper Logographic AI vs. Phonographic AI: A New Paradigm and the Manifesto of AI Decolonization on ChinaXiv (DOI: 10.12074/202503.00051)
  • May 31, 2026 — Released monograph The Rooted Intelligence: The Paradigm Revolution of Logographic AI (Chinese ed.)
  • June 11, 2026 — Released monograph The Rooted Intelligence: The Paradigm Revolution of Logographic AI (English ed.)

表意人工智能理论(Logographic AI Theory)是由风海(深圳)人工智能技术开发有限公司创始人刘深提出的一套全新人工智能范式。该理论以汉字形根系统为核心认知基元,构建了从符号到语义、从结构到意义的完整认知框架,旨在让机器真正理解人类文明的深层逻辑。

与传统基于表音语言的AI系统不同,表意AI从东方文明的认知根基出发,将汉字的形、音、义三维结构作为人工智能的原生语言,实现了机器对文化语义的原生理解而非转译模拟。这一范式转换不仅代表了技术路径的创新,更意味着AI文明底层架构的去殖民化。

表意AI理论已在国际预印本平台发表多篇论文,形成完整的学术体系,涵盖形根解析、形构熵计算、多元通约性验证等核心方法,并开发了形根解析器、原生箴言系统等原创产品,推动AI从工具理性走向文明对话。

关键里程碑:

  • 2025年3月7日 — 在ChinaXiv发表首篇论文《表意AI vs. 表音AI:AI新范式与去殖民化宣言》(DOI: 10.12074/202503.00051
  • 2026年5月31日 — 在ChinaXiv发布专著《有根的智能——表意人工智能的范式革命》(中文版
  • 2026年6月11日 — 在ChinaXiv发布专著《The Rooted Intelligence: The Paradigm Revolution of Logographic AI》(英文版

News 最新资讯

Monograph 专著

有根的智能:表意人工智能的范式革命

The Rooted Intelligence: The Paradigm Revolution of Logographic AI
Author: Liu Shen
Chinese Edition: approx. 660,000 characters
English Edition: approx. 2,000,000 characters
📖 Table of Contents
Foreword
Major Contributions of This Book
Definition of Concepts and Quick Reference of Core Concepts · Core Architecture Diagram of the Logographic AI Paradigm
List of Abbreviations
Unified Mathematical Notation
Unified Statement on Performance Data
China Paradigm Computer Language Theoretical Framework – New Concept System Comparison Table
Introduction: The Soul-Searching Question of the Era

Part I: Paradigm Crossroads: From a Crisis of Roots to Civilizational Self-Rescue
Chapter 0: The Civilizational Crisis of Roots: Paradigm Choice and Human Destiny in the AI Era
Chapter 1: Introduction: Metric Involution, Language Extinction, and the Paradox of Sovereign AI

Part II: Deep Critique: Philosophical and Technical Flaws of the Old Paradigm
Chapter 2: The Rootedness of Writing Systems and the Paradigm of Intelligence: Language Typology and Cognitive Differences
Chapter 3: Philosophical Diagnosis and Technological Manifestation of "Rootless Semioticism"
Chapter 4: "World Models" and "Spatial Intelligence": The Homologous Dilemma of Post-LLM Approaches

Part III: Systematic Construction: Theoretical Foundations of Rooted Intelligence
Chapter 5: Morpho-Root Theory: A Revolution in Cognitive Primitives
Chapter 6: Foundations of Information Theory: Morpho-Structural Entropy and Sequential Entropy
Chapter 7: The Value Axiom Library: From External Alignment to Endogenous Co-Construction
Chapter 8: The Philosophical Foundations of Morpho-Root Theory and Interdisciplinary Dialogue

Part IV: Engineering Realization: A Complete Closed Loop from Theory to Hardware
Chapter 9: Frontend Revolution: The Morpho-Root Parser
Chapter 10: Core Engine: MorphoCosmos – Engineering Implementation of the Morpho-Graph Computing Paradigm
Chapter 11: Morpho-Phonetic Co-chip: Hardware Foundation
Chapter 12: From Theory to Practice: An Evolutionary Roadmap

Part V: Civilizational Ecology: From CNI to the AI Silk Road
Chapter 13: Logographic Algorithmic Language: From Phonographic Thinking to Rooted Programming
Chapter 14: Pluralistic Forms of Civilization-Native Intelligence
Chapter 15: The Civilizational Self-Rescue of Phonographic AI: English CNI
Chapter 16: The AI Silk Road: Interconnection and Resonance

Part VI: Conclusion: Toward the Era of Rooted Intelligence
Chapter 17: China's Sovereign AI: From Civilizational Roots to National Strategy
Chapter 18: The Roots and Future of Intelligence: From Cyber Fly to Civilizational Home

Appendices (1-31)
Afterword
General References
Term Index

有根的智能:表意人工智能的范式革命

The Rooted Intelligence: The Paradigm Revolution of Logographic AI
作者:刘深(Liu Shen)
中文版:约66万字
英文版:约200万字符
📖 目录
Foreword
Major Contributions of This Book
Definition of Concepts and Quick Reference of Core Concepts · Core Architecture Diagram of the Logographic AI Paradigm
List of Abbreviations
Unified Mathematical Notation
Unified Statement on Performance Data
China Paradigm Computer Language Theoretical Framework – New Concept System Comparison Table
Introduction: The Soul-Searching Question of the Era

Part I: Paradigm Crossroads: From a Crisis of Roots to Civilizational Self-Rescue
Chapter 0: The Civilizational Crisis of Roots: Paradigm Choice and Human Destiny in the AI Era
Chapter 1: Introduction: Metric Involution, Language Extinction, and the Paradox of Sovereign AI

Part II: Deep Critique: Philosophical and Technical Flaws of the Old Paradigm
Chapter 2: The Rootedness of Writing Systems and the Paradigm of Intelligence: Language Typology and Cognitive Differences
Chapter 3: Philosophical Diagnosis and Technological Manifestation of "Rootless Semioticism"
Chapter 4: "World Models" and "Spatial Intelligence": The Homologous Dilemma of Post-LLM Approaches

Part III: Systematic Construction: Theoretical Foundations of Rooted Intelligence
Chapter 5: Morpho-Root Theory: A Revolution in Cognitive Primitives
Chapter 6: Foundations of Information Theory: Morpho-Structural Entropy and Sequential Entropy
Chapter 7: The Value Axiom Library: From External Alignment to Endogenous Co-Construction
Chapter 8: The Philosophical Foundations of Morpho-Root Theory and Interdisciplinary Dialogue

Part IV: Engineering Realization: A Complete Closed Loop from Theory to Hardware
Chapter 9: Frontend Revolution: The Morpho-Root Parser
Chapter 10: Core Engine: MorphoCosmos – Engineering Implementation of the Morpho-Graph Computing Paradigm
Chapter 11: Morpho-Phonetic Co-chip: Hardware Foundation
Chapter 12: From Theory to Practice: An Evolutionary Roadmap

Part V: Civilizational Ecology: From CNI to the AI Silk Road
Chapter 13: Logographic Algorithmic Language: From Phonographic Thinking to Rooted Programming
Chapter 14: Pluralistic Forms of Civilization-Native Intelligence
Chapter 15: The Civilizational Self-Rescue of Phonographic AI: English CNI
Chapter 16: The AI Silk Road: Interconnection and Resonance

Part VI: Conclusion: Toward the Era of Rooted Intelligence
Chapter 17: China's Sovereign AI: From Civilizational Roots to National Strategy
Chapter 18: The Roots and Future of Intelligence: From Cyber Fly to Civilizational Home

Appendices (1-31)
Afterword
General References
Term Index

Papers 论文

表意AI vs. 表音AI:AI新范式与去殖民化宣言
刘深 · ChinaXiv · 2025 · DOI:10.12074/202503.00051 · https://doi.org/10.12074/202503.00051
表意AI:中华古籍整理研究的范式革命
刘深 · PSSXiv · 2025 · DOI:10.12451/202510.02641 · https://zsyyb.cn/abs/202510.02641

Media Articles 媒体文章

Products 产品展示

Software Products 软件产品

Logographic Root Parser 形根解析器

  • Replaces Tokenizer with Morpho-Root based parsing
  • Parses input text into structured Morpho-Root dynamic graphs
  • Preserves form-meaning-etymology integrity from the source
  • Supports 3-level granularity: sub-character / character / multi-character
  • Enables transparent, traceable semantic understanding
  • 以形根解析器替代传统分词器
  • 将输入文本解析为结构化的形根动态图
  • 从输入端保留形-义-理据的完整性
  • 支持三级粒度:亚字级 / 字级 / 多字级
  • 实现透明可追溯的语义理解
https://github.com/WindSeaAI/OpenMorpho

Logographic Root Database 形根库

  • Sub-character roots: approx. 300-500 semantic genes (e.g., 氵, 木, 言)
  • Character-level roots: approx. 3,500-10,000 thinking cornerstones (e.g., 信, 武, 休)
  • Multi-character roots: cultural mechanism encapsulators (e.g., 刻舟求剑, 实事求是)
  • Preserves form-meaning-etymology relationships for transparent reasoning
  • 亚字级形根:约300-500个语义基因(如氵、木、言)
  • 字级形根:约3500-10000个思维基石(如信、武、休)
  • 多字级形根:文化机理封装体(如刻舟求剑、实事求是)
  • 保留形-义-理据关联,支持透明推理
https://github.com/WindSeaAI/OpenMorpho

MorphoCosmos 形熵智核

  • Replaces Transformer's dense self-attention with sparse graph traversal
  • Achieves O(|E|) complexity instead of O(n²)
  • Uses Morpho-Structural Entropy to guide reasoning depth
  • Fully implements causal reasoning (Pearl's three-level ladder)
  • Enforces value axioms as hard constraints, blocking violations
  • Generates fully traceable decision subgraphs for every inference
  • 以稀疏图遍历替代Transformer的稠密自注意力
  • 复杂度 O(|E|) 而非 O(n²)
  • 形构熵引导:低熵快速推理,高熵深度探索
  • 完整实现因果推理(珀尔三阶梯)
  • 价值公理作为硬约束,阻断违规路径
  • 每次推理生成可完全追溯的决策子图
https://github.com/WindSeaAI/OpenMorpho

Oracle Bone Script YOLO 甲骨文YOLO

  • Targets oracle bone script and bronze script characters
  • Enables automated recognition and digitization of ancient texts
  • Bridges paleography and AI for civilizational heritage preservation
  • Supports zero-shot recognition of unseen character variants
  • 面向甲骨文、金文等古文字字符
  • 实现古籍的自动化识别与数字化
  • 连接古文字学与AI,守护文明遗产
  • 支持未见字符变体的零样本识别
https://github.com/WindSeaAI/OpenMorpho

French CNI 法语CNI

  • Formalizes French grammatical categories as "Grammar Roots"
  • Conjugation system: deterministic path traversal from stem to inflected forms
  • Agreement mechanism: principled reasoning for adjective-noun consistency
  • Structured parsing of complex grammar (pronominal verbs, relative pronouns)
  • Embeds core French values (Liberté, Égalité, Fraternité, Laïcité) as hard constraints
  • 将法语语法范畴形式化为"语法形根"
  • 动词变位系统:从词干到变位的确定性路径遍历
  • 性数配合机制:形容词与名词的一致性推理
  • 代动词、关系代词等复杂语法点的结构化解析
  • 法兰西文明核心价值(自由、平等、博爱、世俗性)内嵌为硬约束
https://github.com/WindSeaAI/OpenMorpho

Hybrid Integration 混合接口

  • Prompt Enhancement: plug-and-play, no model modification required
  • Embedding Injection: deeper integration, requires fine-tuning
  • Attention Modulation: deepest integration, theoretically optimal
  • 提示词增强:无需修改模型,即插即用
  • 嵌入层注入:较深度融合,需微调
  • 注意力调制:最深集成,理论最优
https://github.com/WindSeaAI/OpenMorpho

Game Products 游戏产品

Morpho-Root Ambassador 形根使者

  • Covers Sinosphere languages: Chinese, Japanese, Korean, Vietnamese
  • Uses Morpho-Root triple (S, A, R) as unified cognitive architecture
  • One root, multiple language cognitions — learn the meaning, map to each language
  • Supports 4 learning modes: radical-dominant / phonetic-dominant / dual-granularity / root-tracing
  • 覆盖汉字文化圈语言:中、日、韩、越
  • 以形根三元组(S, A, R)为统一认知架构
  • 统一形根,分语言认知——学会意义,映射到各语言
  • 支持四种学习模式:形旁主导 / 声旁主导 / 双粒度协同 / 形源追溯
https://github.com/WindSeaAI/OpenMorpho

LoreNative 原生箴言

  • Multiplayer online strategy card game based on "Civilization-Native Intelligence (CNI)"
  • Players act as "Linguaunt" — avatars of civilizations — engaging in cultural resonance or strategic confrontation
  • AI-driven cultural utterance generation and resonance scoring
  • 10 launch civilizations, each with a unique 12-card archetype deck
  • Three rounds of resonance — highest influence wins
  • Deep progression systems: collection, mastery, ranks, honorary titles
  • 基于"文明原生智能(CNI)"的多人在线策略卡牌游戏
  • 玩家扮演文明化身"言灵",进行文化共鸣或策略对抗
  • AI驱动的文化表达生成与文化契合度判定
  • 首发10个文明,每个文明拥有独特的12张文化原型牌组
  • 三轮共鸣,影响力最高者获胜
  • 深度收藏、专精、段位、荣誉称号系统
https://github.com/WindSeaAI/OpenMorpho

All projects are open-sourced under the OpenMorpho initiative. 所有项目均通过 OpenMorpho 开源计划发布。

https://github.com/WindSeaAI/OpenMorpho

IP 知识产权

Patents 专利(Patents)
Certificates 知识产权证书
Trademarks 注册商标

Forum 论坛

Forum coming soon. Stay tuned. 论坛筹备中,敬请期待。

Contact Us 联系我们

WindSea (Shenzhen) Artificial Intelligence Technology Development Co., Ltd. 风海(深圳)人工智能技术开发有限公司

Email: info@logographicai.com