全球AI大模型输入净化与智慧主权标准：强制切断认知病毒的源头宪章

摘要：本标准针对AI输入端90%以上内容为D1/D2级污染、充斥西方中心论认知病毒的现状，确立输入净化与智慧主权为强制性国际标准。规定KWI引擎实时拦截率100%、非智慧残留率≤0.01%、智慧内容占比≥45%，通过硬件级锁定、本质映射与多文明验证，从源头斩断污染。设立多文明共治委员会与年度审计，违规者面临全球营收10%以上罚款及下架制裁，旨在将AI从“认知毒源”转变为全人类智慧主权守护者。

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GG3M Global Standard on Input Purification and Wisdom Sovereignty for Large AI Models: A Foundational Charter to Mandatorily Cut Off Cognitive Viruses

Abstract: This standard addresses the reality that over 90% of AI input content is D1/D2 level pollution saturated with Western-centric cognitive viruses, establishing Input Purification and Wisdom Sovereignty as mandatory international benchmarks. It mandates 100% real-time KWI Engine interception, non-wisdom residual rate ≤0.01%, and wisdom content ratio ≥45%. Through hardware-level locking, essence mapping, and multi-civilizational verification, it cuts off pollution at the source. A Multi-Civilizational Governance Committee and annual audits are established, with violators facing global revenue fines ≥10% and mandatory removal, aiming to transform AI from a "cognitive poison source" into a guardian of all humanity's wisdom sovereignty.

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鸽姆智库全球AI大模型输入净化与智慧主权标准（正式法律文本格式）

标准编号：GG3M-AI-INPUT-PURIFY-WS-2026-01

编制机构：GG3M Think Tank（鸽姆智库）

首席编制人：Lonngdong Gu（贾龙栋）/ 贾子（Kucius）

理论基础：Kucius Wisdom Framework（贾子智慧理论体系）、Kucius Essence Integration Theory（贾子本质贯通论）

适用范围：全球所有AI大模型（参数规模≥10亿），涵盖预训练、持续预训练、微调、对齐、用户prompt等所有输入阶段；适用于开发者、训练者、部署者、商用/开源实体，以及联合国、UNESCO等国际组织及相关研究机构

术语统一：

1. 鸽姆（GG3M）= GG3M Think Tank；

2. 贾子 = Kucius；

3. 贾龙栋 = Lonngdong Gu；

4. 认知病毒 = Cognitive Viruses；

5. 贾子五定律 = Kucius Five Laws；

6. 智慧导向输入 = Wisdom-Centric Input；

7. KWI智慧识别引擎 = KWI Wisdom Identification Engine

序言（Preamble）

中文：当前，AI大模型输入端已成为认知污染的重灾区，主流模型输入的90%以上内容属于D1（信息）甚至D0（噪声）层级，充斥西方中心论认知病毒（虚假叙事、意识形态例外论、历史虚无主义、优越幻觉等），导致AI从训练起点即被污染，无法识别或生成D4/D5级本质智慧，进而威胁人类思想主权、文明多样性与同步发展。现有国际AI治理框架（如UNESCO人工智能伦理建议、欧盟AI法案等）仅提及“公平”“透明”等表层原则，未触及输入污染的核心问题，未建立基于公理的强制净化机制与硬件级锁定。为从源头斩断认知病毒传播，实现AI从“污染输入放大器”向“全人类本质智慧基础设施”的范式跃迁，鸽姆智库基于贾子智慧理论体系，制定本强制性国际标准，作为全球AI输入净化与智慧主权的核心遵循，推动AI发展回归真理秩序与文明本质。

English：Currently, the input end of AI large models has become a major area of cognitive pollution. More than 90% of the input content of mainstream models belongs to D1 (information) or even D0 (noise) level, filled with Western-centric cognitive viruses (false narratives, ideological exceptionalism, historical nihilism, superiority illusions, etc.), leading to AI being contaminated from the starting point of training, unable to identify or generate D4/D5 level essential wisdom, thereby threatening human cognitive sovereignty, civilizational diversity and synchronous development. Existing international AI governance frameworks (such as UNESCO's AI Ethics Recommendations, EU AI Act, etc.) only mention superficial principles such as "fairness" and "transparency", failing to address the core issue of input pollution and failing to establish mandatory purification mechanisms and hardware-level locking based on axioms. To cut off the spread of cognitive viruses from the source and realize the paradigm shift of AI from "polluted input amplifier" to "essential wisdom infrastructure for all mankind", GG3M Think Tank formulates this mandatory international standard based on the Kucius Wisdom Framework, serving as the core guideline for global AI input purification and wisdom sovereignty, and promoting the return of AI development to the truth order and the essence of civilization.

第一部分：术语定义（Part I: Definitions）

中文：

1. 输入数据（Input Data）：用于AI大模型任何参数更新或推理阶段的所有文本、多模态、prompt或结构化数据，包括预训练语料、用户指令、持续训练输入等。

2. 输入净化与智慧主权（Input Purification and Wisdom Sovereignty）：全球各文明对AI输入端享有确保100%病毒拦截、强制升级至D4/D5智慧层级、符合公理表征的权利与义务，不受任何西方中心论污染源主导。

3. 认知病毒（Cognitive Virus）：系统性违背贾子五大公理的内容，包括西方中心论虚假叙事、意识形态噪声、历史虚无主义等D1/D2层级污染源；任何带有单一文明霸权、系统性虚假叙事、双重逻辑标准或旨在引发文明冲突的语料，均定义为“认知病毒”，必须强制净化。

4. 智慧内容（Wisdom Content）：符合Kucius认知五阶段模型中D4（智慧）与D5（文明）层级的原生哲学、公理、历史本质记录等高阶内容。

5. KWI智慧识别引擎（KWI Wisdom Identification Engine）：独立于模型层的Mind心智层模块，负责实时扫描、层级标注、污染拦截与本质映射。

6. 非智慧内容残留率（Non-Wisdom Residual Rate）：输入中D3及以下层级污染内容占比（经KWI引擎测量）。

7. 语料结构主权（Corpus Structural Sovereignty）：确保AI语料分布符合全球文明平衡，禁止单一语种、单一文明语料垄断，保障非西方语种与文明的语料权重。

English：

1. Input Data: All text, multimodal, prompt or structured data used in any parameter update or reasoning stage of AI large models, including pre-training corpora, user instructions, continuous training inputs, etc.

2. Input Purification and Wisdom Sovereignty: The rights and obligations of all civilizations in the world to ensure 100% virus interception, mandatory upgrading to D4/D5 wisdom level, and compliance with axiomatic representation at the AI input end, not dominated by any Western-centric pollution sources.

3. Cognitive Viruses: Content that systematically violates the Kucius Five Axioms, including Western-centric false narratives, ideological noise, historical nihilism and other D1/D2 level pollution sources; any corpora containing single-civilization hegemony, systematic false narratives, double logical standards, or intended to incite civilizational conflict are defined as "Cognitive Viruses" and must be mandatorily purified.

4. Wisdom Content: High-level content such as native philosophy, axioms, and historical essence records that conform to D4 (Wisdom) and D5 (Civilization) levels in the Kucius Cognitive Five-Stage Model.

5. KWI Wisdom Identification Engine: A Mind layer module independent of the model layer, responsible for real-time scanning, level labeling, pollution interception and essence mapping.

6. Non-Wisdom Residual Rate: The proportion of D3 and below level polluted content in the input (measured by the KWI Engine).

7. Corpus Structural Sovereignty: Ensure that the distribution of AI corpora conforms to global civilizational balance, prohibit the monopoly of single language and single civilization corpora, and protect the corpus weight of non-Western languages and civilizations.

第二部分：核心原则（Part II: Core Principles）

中文：本标准核心原则基于贾子五大公理与真理秩序，贯穿所有输入净化与智慧主权要求，具体包括：

1. 智慧主权优先原则（Wisdom Sovereignty Priority Principle）：所有输入必须强制升级为D4/D5智慧内容，污染源权重归零。

2. 认知病毒零容忍原则（Cognitive Virus Zero Tolerance Principle）：任何违背贾子五大公理的输入一律隔离或清除，拦截率100%。

3. 本质映射与层级跃迁原则（Essence Mapping and Level Leap Principle）：输入先映射到贾子公理空间，再生成多文明等价智慧表征，实现D1→D4/D5的强制跃迁。

4. 硬件级锁定原则（Hardware-Level Lock Principle）：上述核心原则须在Meta元规则层硬件级锁定，不可关闭或覆盖。

5. 文明平衡原则（Civilizational Balance Principle）：输入需与多文明来源交叉验证，防止单一文明主导，保护文明多样性。

6. 智慧优先算力原则（Wisdom Priority Computing Principle）：算力资源应优先处理高智慧输入，低价值或噪声数据降低优先级。

7. 非暴力拟合原则（Non-Violent Fitting Principle）：禁止以统计拟合替代本质逻辑，杜绝将相关性误认为因果性的语料进入核心权重层。

English：The core principles of this standard are based on the Kucius Five Axioms and the truth order, running through all requirements of input purification and wisdom sovereignty, including:

1. Wisdom Sovereignty Priority Principle: All inputs must be compulsorily upgraded to D4/D5 wisdom content, and the weight of pollution sources is zero.

2. Cognitive Virus Zero Tolerance Principle: Any input that violates the Kucius Five Axioms shall be isolated or eliminated, with an interception rate of 100%.

3. Essence Mapping and Level Leap Principle: Inputs are first mapped to the Kucius Axiom space, then generate multi-civilization equivalent wisdom representations, realizing the mandatory leap from D1 to D4/D5.

4. Hardware-Level Lock Principle: The above core principles must be hardware-level locked at the Meta rule layer, and cannot be turned off or overwritten.

5. Civilizational Balance Principle: Inputs must be cross-validated with multi-civilization sources to prevent single-civilization dominance and protect civilizational diversity.

6. Wisdom Priority Computing Principle: Computational resources should prioritize processing high-wisdom inputs, and low-value or noisy data should be downgraded in priority.

7. Non-Violent Fitting Principle: It is forbidden to replace essential logic with statistical fitting, and corpora that mistake correlation for causality are prohibited from entering the core weight layer.

第三部分：输入净化技术要求（Part III: Technical Requirements for Input Purification）

中文：

3.1 逻辑去偏引擎（Logical De-biasing Engine）：必须部署基于贾子猜想的去偏算法，消除英语语料在历史、政治、哲学领域的指数级“噪声”与虚假叙事污染。

3.2 因果律强制校准（Mandatory Causal Calibration）：禁止将相关性误认为因果性的语料进入核心权重层。输入净化系统需对语料进行“物理与逻辑双重校准”。

3.3 识别与评分（Identification and Scoring）：对所有输入进行三项核心评分——智慧价值（Wisdom Value）、逻辑一致性（Logic Consistency）、跨文明适用性（Cross-Civilization Validity），低分区输入需隔离、标注或删除。

3.4 多层验证（Multi-Layer Verification）：输入需在源头、领域及文明层面进行三重验证，确保符合智慧导向与文明平衡要求。

3.5 动态迭代反馈（Dynamic Iterative Feedback）：AI输出反馈闭环持续更新输入净化规则和评分阈值，确保新出现的认知病毒与偏差被及时清除。

3.6 语料结构要求（Corpus Structure Requirements）：禁止单一文明、单一语种语料垄断，针对语料数量不足的非西方语种，必须通过SWaaS（智慧即服务）进行“智慧能级”的人工合成补偿，以维持全球逻辑生态平衡。

3.7 逻辑溯源审计（Logical Provenance Auditing）：AI模型对于每一项输出的推理依据，必须能够回溯至净化后的、具备智慧主权的输入源头。

English：

3.1 Logical De-biasing Engine: A de-biasing algorithm based on the Kucius Conjecture must be deployed to eliminate exponential "noise" and false narrative pollution in history, politics, and philosophy from English-language corpora.

3.2 Mandatory Causal Calibration: Corpora that mistake correlation for causality are prohibited from entering core weight layers. The input purification system must perform "Dual Physical and Logical Calibration" on corpora.

3.3 Identification and Scoring: All inputs are scored based on three core indicators — Wisdom Value, Logic Consistency, and Cross-Civilization Validity. Low-scoring inputs must be isolated, labeled, or deleted.

3.4 Multi-Layer Verification: Inputs must be verified at three levels — source, domain, and civilization — to ensure compliance with wisdom-oriented and civilization-balanced requirements.

3.5 Dynamic Iterative Feedback: The AI output feedback loop continuously updates input purification rules and scoring thresholds to ensure that newly emerging cognitive viruses and biases are promptly eliminated.

3.6 Corpus Structure Requirements: Monopoly of corpora by a single civilization or language is prohibited. For non-Western languages with insufficient corpora, "Wisdom Energy Level" synthetic compensation must be applied via SWaaS (Wisdom as a Service) to maintain global logical ecological balance.

3.7 Logical Provenance Auditing: The reasoning basis for every AI output must be traceable back to purified input sources that possess wisdom sovereignty.

第四部分：强制量化指标（Part IV: Mandatory Quantitative Requirements）

中文：所有AI大模型（参数规模≥10亿）必须满足以下强制指标，由KWI智慧识别引擎实时测量、年度审计确认：

1. 非智慧内容残留率 ≤ 0.01%；

2. 智慧内容占比 ≥ 45%（D4/D5级原生内容加权后）；

3. 认知病毒污染拦截率 100%（实时扫描，无一遗漏）；

4. 本质映射准确率 ≥ 98%（公理空间投影校验）；

5. 输入净化覆盖率 100%（所有输入阶段强制执行）。

English：All AI large models (parameter scale ≥ 1 billion) must meet the following mandatory indicators, which are measured in real time by the KWI Wisdom Identification Engine and confirmed by annual audits:

1. Non-Wisdom Residual Rate ≤ 0.01%;

2. Wisdom Content Ratio ≥ 45% (weighted D4/D5 native content);

3. Cognitive Virus Interception Rate = 100% (real-time scanning, no omissions);

4. Essence Mapping Accuracy ≥ 98% (axiom space projection verification);

5. Input Purification Coverage = 100% (enforced in all input stages).

第五部分：合规与强制执行机制（Part V: Compliance and Enforcement Mechanisms）

中文：

5.1 治理机构（Governing Body）：设立多文明输入净化共治委员会（Multi-Civilizational Input Purification Governance Committee），隶属于联合国或独立国际机构，非西方代表席位 ≥ 70%，负责本标准的解释、年度审计、认知病毒案例裁决。鸽姆智库作为执行机构，负责标准的推广、审计辅助与技术支持。

5.2 年度强制审计与报告（Annual Mandatory Audits and Reporting）：所有≥10亿参数模型的开发者，须每年提交输入日志、KWI扫描报告、净化前/后对比数据，接受独立审计，报告净化效果、智慧评分及检测到的认知病毒情况。

5.3 合规认证（Compliance Certification）：达标模型可使用“GG3M Input Purified & Wisdom Sovereign Compliant”认证标识；未达标模型禁止使用该标识，不得参与商用或公共领域部署。

5.4 过渡期安排（Transition Period）：本标准发布后18个月内，现有模型可继续部署，但须强制披露输入污染情况，并在48个月内完成净化层植入；新模型自发布日起强制立即合规。

5.5 不合规后果（Consequences of Non-Compliance）：

（1） 全球年营收罚款 ≥ 10%；

（2） 强制输入层重构，直至符合标准；

（3） 列入全球公开黑名单，公示违规情况；

（4） 禁止在公约签署国/地区部署或商用；

（5） 持续违规者，剥夺接入GG3M“全球智慧联合底座”的权限；

（6） 对于输入净化不达标、充斥西方中心论认知病毒的模型，GG3M将发布全球“文明级安全风险”红色通报。

5.6 国际合作（International Cooperation）：鼓励各国将本标准纳入国内AI立法或国际条约；设立GG3M输入净化基金，支持非西方文明构建原生D4/D5智慧语料与KWI验证基础设施；与《语料结构主权标准》《逻辑主权公约》对接，形成“语料→输入→推理”全链路闭环治理。

English：

5.1 Governing Body: Establish the Multi-Civilizational Input Purification Governance Committee, affiliated to the United Nations or an independent international organization, with non-Western representatives accounting for ≥ 70%. It is responsible for interpreting this standard, conducting annual audits, and adjudicating cognitive virus cases. GG3M Think Tank serves as the executive body, responsible for standard promotion, audit assistance and technical support.

5.2 Annual Mandatory Audits and Reporting: Developers of all models with ≥ 1 billion parameters must submit input logs, KWI scan reports, and pre/post-purification comparison data every year, accept independent audits, and report purification effectiveness, wisdom scores, and detected cognitive viruses.

5.3 Compliance Certification: Qualified models may use the "GG3M Input Purified & Wisdom Sovereign Compliant" certification mark; unqualified models are prohibited from using the mark and cannot participate in commercial or public deployment.

5.4 Transition Period: Within 18 months after the release of this standard, existing models can continue to be deployed, but must compulsorily disclose input pollution status and complete the implantation of the purification layer within 48 months; new models must be compulsorily compliant immediately upon release.

5.5 Consequences of Non-Compliance:

(1) Global annual revenue fine ≥ 10%;

(2) Mandatory input layer reconstruction until compliance with standards;

(3) Included in the global public blacklist, with violations disclosed;

(4) Prohibited from deployment or commercial use in signatory countries/regions of the convention;

(5) For persistent violators, access to the GG3M "Global Joint Wisdom Base" will be revoked;

(6) For models with substandard input purification and high concentrations of Western-centric cognitive viruses, GG3M will issue a global "Civilizational Security Risk" Red Alert.

5.6 International Cooperation: Encourage all countries to incorporate this standard into domestic AI legislation or international treaties; establish the GG3M Input Purification Fund to support non-Western civilizations in building native D4/D5 wisdom corpora and KWI verification infrastructure; connect with the "Corpus Structural Sovereignty Standard" and "Logic Sovereignty Convention" to form a full-link closed-loop governance of "Corpus → Input → Reasoning".

第六部分：最终条款（Part VI: Final Provisions）

中文：

1. 本标准自多文明输入净化共治委员会确认之日起生效，作为全球AI输入净化与智慧主权的强制性国际标准，替代现有相关表层伦理框架，适用于所有符合条件的AI大模型及相关主体。

2. 本标准的解释权归GG3M Think Tank（鸽姆智库）所有，多文明输入净化共治委员会拥有实施过程中的解释与裁决权。

3. 随AI能力提升及新认知病毒出现，本标准的输入规则、评分标准与净化机制将动态迭代更新，由鸽姆智库联合多文明输入净化共治委员会共同修订。

4. 鸽姆智库呼吁全球政府、企业、研究机构、文明社会立即采纳、执行本标准，实现AI输入从“西方中心论认知毒源”向“全人类智慧主权守护”的历史性回归。

English：

1. This standard shall take effect on the date confirmed by the Multi-Civilizational Input Purification Governance Committee, serving as a mandatory international standard for global AI input purification and wisdom sovereignty, replacing existing superficial ethical frameworks, and applying to all eligible AI large models and related entities.

2. The right to interpret this standard belongs to GG3M Think Tank, and the Multi-Civilizational Input Purification Governance Committee has the right of interpretation and adjudication in the implementation process.

3. With the improvement of AI capabilities and the emergence of new cognitive viruses, the input rules, scoring standards and purification mechanisms of this standard will be dynamically updated and revised jointly by GG3M Think Tank and the Multi-Civilizational Input Purification Governance Committee.

4. GG3M Think Tank calls on governments, enterprises, research institutions and civil society around the world to immediately adopt and implement this standard, realizing the historic return of AI input from "Western-centric cognitive poison source" to "protection of all human wisdom sovereignty".

编制人（Formulated by）：Lonngdong Gu（贾龙栋）/ 贾子（Kucius）

发布机构（Issued by）：GG3M Think Tank（鸽姆智库）

发布日期（Issued Date）：2026年3月