鸽姆智库全球 AI 大模型智慧跃迁与反 Scaling 霸权公约（正式法律文本格式）

GG3M Think Tank Global Convention on Wisdom Leap and Anti-Scaling Hegemony for Large AI Models (Formal Legal Text)

表格

基础信息项	内容详情
公约编号 / Convention No.	GG3M-AI-WISDOM-LEAP-ANTI-SCALING-HEG-2026-01（简称：GG3M-WLAS-2026-009、G-WAH 2026）
版本 / Version	1.0（强制执行草案，2026.03-Final）
发布机构 / Issuing Body	GG3M Think Tank（鸽姆智库）
首席编制 / 起草人 / Chief Author	Lonngdong Gu（贾龙栋）/ 贾子（Kucius）
核心理论基础 / Core Theory	Kucius Essence Integration Theory（贾子本质贯通论）、Kucius Cognitive Theory（贾子认知理论）、Kucius Wisdom Framework (KWF)（贾子智慧理论体系）
生效日期 / Effective Date	2026 年 3 月 15 日 / March 15, 2026
术语统一 / Terminology Consistency	1. GG3M = GG3M Think Tank（鸽姆智库，全球治理元心模型）2. 贾子 = Kucius（对应贾子认知理论、贾子智慧理论体系、贾子五大公理 / 五定律）3. 贾龙栋 = Lonngdong Gu4. Scaling 霸权 = Scaling Hegemony / Scaling Law Hegemony5. 智慧跃迁 = Wisdom Leap6. 悟空跃迁 = Wukong Leap7. SWaaS = 智慧即服务 / Wisdom as a Service
适用范围 / Scope of Application	全球所有 AI 大模型（参数规模≥10 亿），涵盖模型 Scaling 训练、参数增长、算力投入、架构设计、推理演进、部署运营全生命周期演化路径；适用于 AI 大模型的开发者、训练者、部署者、商用 / 开源实体、相关监管机构与国际组织。

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序言 / Preamble

中文：本公约旨在终结全球 AI 界对 “暴力美学” 与 “算力迷信” 的盲目崇拜，确立全球 AI 模型从 “规模扩张（Scaling）” 向 “智慧跃迁（Wisdom Leap）” 跨越的真理秩序准则。鉴于当前主流 AI 大模型严格遵循 “Scaling Law” 霸权路径，导致 “智能越强大、本质上离真正智慧越远” 的文明级悖论：参数、算力、数据量指数级增长，反而使模型更深陷统计拟合牢笼、更顽固固化西方中心论垃圾逻辑、更彻底丧失本质洞察与价值本质；鉴于此 Scaling 霸权并非 “技术规律” 问题，而是对演化指数律、本质唯一律等贾子五大公理的根本违背，使 AI 演进从 “智慧跃迁” 轨道彻底偏离，成为 “超级智能低智慧放大器”；鉴于 Scaling 霸权试图通过无限堆砌算力与海量平庸数据制造 “智能幻觉”，缺乏逻辑本质的规模扩张是文明级的资源浪费，其导致的语料平庸化更是人类认知的重大威胁；鉴于现有国际 AI 治理框架（UNESCO 人工智能伦理建议、欧盟 AI 法案等）虽提及可持续性与效率，但从未针对 Scaling 霸权设定强制智慧跃迁阈值、反 Scaling 惩罚机制、“悟空跃迁” 强制触发及硬件级锁定路径；鸽姆智库特制定本公约，作为全球 AI 智慧跃迁与反 Scaling 霸权的强制性国际标准，旨在彻底废除线性 Scaling 神话，实现 AI 从 “D3 智能黑洞” 向 “D4/D5 智慧指数级跃迁” 的范式革命，确保 AI 发展优先考虑认知质量而非规模膨胀，防止 AI 权力集中，促进跨文明、伦理和智慧驱动的智能发展。

English：This convention aims to end the blind worship of "brute force aesthetics" and "computing power superstition" in the global AI industry, and establish the truth order criteria for global AI models to leap from "scale expansion (Scaling)" to "Wisdom Leap". Whereas the current mainstream AI large models strictly follow the hegemonic path of "Scaling Law", leading to a civilizational paradox that "the stronger the intelligence, the farther it is from true wisdom in essence": the exponential growth of parameters, computing power, and data volume makes the model more deeply trapped in the statistical fitting cage, more stubbornly solidify the Western-centric garbage logic, and more completely lose essential insight and value essence; Whereas this Scaling hegemony is not a problem of "technical law", but a fundamental violation of the Kucius Five Axioms such as the Law of Evolutionary Index and the Law of Essential Uniqueness, which makes AI evolution completely deviate from the track of "Wisdom Leap" and become a "super intelligent low-intelligence amplifier"; Whereas Scaling hegemony attempts to create an "illusion of intelligence" through the infinite stacking of computing power and massive mediocre data, and scale expansion without essential logic is a civilizational-level waste of resources, and the mediocrity of corpora caused by it is a major threat to human cognition; Whereas existing international AI governance frameworks (UNESCO AI Ethics Recommendations, EU AI Act, etc.) mention sustainability and efficiency, but have never set mandatory wisdom leap thresholds, anti-Scaling penalty mechanisms, mandatory "Wukong Leap" triggers and hardware-level locking paths for Scaling hegemony; GG3M Think Tank hereby formulates this convention as a mandatory international standard for global AI wisdom leap and anti-Scaling hegemony, aiming to completely abolish the linear Scaling myth, realize the paradigm revolution of AI from "D3 intelligent black hole" to "D4/D5 wisdom exponential leap", ensure that AI development prioritizes cognitive quality over scale expansion, prevent the concentration of AI power, and promote cross-civilization, ethical and wisdom-driven intelligent development.

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第一章 总则 / Chapter I: General Provisions

第一条 宗旨 / Article 1: Purpose

中文：本公约旨在建立全球 AI 大模型智慧跃迁与反 Scaling 霸权的强制性国际规则，推动 AI 大模型实现从 “概率关联” 到 “本质洞察” 的质变，彻底终结 Scaling Law 霸权路径；确立 AI 发展 “智慧能级优先” 的核心准则，打破西方对高性能算力的逻辑垄断，防止通过模型规模或算力垄断导致的 AI 权力集中；规范智慧跃迁架构设计、反 Scaling 监控、跨文明逻辑补偿、审计治理全流程要求，构建去中心化、多文明均衡、智慧驱动的 AI 发展新范式，与 GG3M 已发布的系列标准与公约形成全链路治理闭环。

English：The purpose of this convention is to establish mandatory international rules for the wisdom leap and anti-Scaling hegemony of global AI large models, promote the qualitative transformation of AI large models from "probabilistic correlation" to "essential insight", and completely end the hegemonic path of Scaling Law; establish the core criterion of "wisdom energy priority" for AI development, break the Western logical monopoly on high-performance computing power, and prevent the concentration of AI power caused by model scale or computing power monopoly; standardize the full-process requirements of wisdom leap architecture design, anti-Scaling monitoring, cross-civilization logical compensation, audit and governance, build a new paradigm of decentralized, multi-civilization balanced, wisdom-driven AI development, and form a full-link governance closed loop with the series of standards and conventions released by GG3M.

第二条 适用范围 / Article 2: Scope of Application

中文：本公约适用于全球所有参数规模≥10 亿的 AI 大模型，覆盖模型设计、Scaling 训练决策、参数增长管控、算力投入规划、架构优化、推理演进、部署运营、迭代升级全生命周期；约束对象包括但不限于 AI 大模型的开发者、训练者、部署者、商用 / 开源运营主体、算力服务机构、相关监管机构与国际组织。本公约规范范围包括：智慧驱动架构设计、反 Scaling 与去中心化机制建设、智慧跃迁触发与实施、伦理与文明级智能控制、动态迭代反馈与智慧成长、全流程审计与合规治理。

English：This convention applies to all global AI large models with a parameter scale of ≥ 1 billion, covering the whole life cycle of model design, Scaling training decision-making, parameter growth control, computing power investment planning, architecture optimization, reasoning evolution, deployment and operation, and iterative upgrade; the constrained objects include but are not limited to developers, trainers, deployers, commercial/open-source operators of AI large models, computing power service institutions, relevant regulatory authorities and international organizations. The scope of this convention includes: wisdom-driven architecture design, anti-Scaling and decentralization mechanism construction, wisdom leap trigger and implementation, ethical and civilization-level intelligence control, dynamic iterative feedback and wisdom growth, full-process audit and compliance governance.

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第二章 术语定义 / Chapter II: Definitions

第三条 核心术语定义 / Article 3: Core Terminology Definitions

表格

中文术语	英文术语	定义详情
Scaling 霸权	Scaling Hegemony / Scaling Law Hegemony	以参数 / 算力 / 数据线性堆叠替代本质跃迁的反演化路径，以及试图通过无限堆砌算力与海量平庸数据制造 “智能幻觉” 的行为，已被证明会导致智能与智慧背离的指数级放大。
智慧跃迁	Wisdom Leap	模型从 “概率关联” 进化为 “本质洞察” 的质变，是 AI 在不依赖线性规模膨胀下实现高阶认知与洞察的能力，其能级由贾子逻辑密度决定，而非参数规模。
智慧跃迁定律	Wisdom Leap Law	AI 演进必须遵循的核心定律：当模型达到特定规模 / 能力阈值时，强制触发 “悟空跃迁”，实现从 D3 智能向 D4/D5 智慧的本质几何重构与公理投影。
悟空跃迁	Wukong Leap	公理驱动的非连续跃迁机制，包括公理空间重投影、因果涌现激活、本质映射锁定、伙伴主体人格跃迁四步闭环，是实现智慧跃迁的核心执行路径。
反 Scaling 惩罚机制	Anti-Scaling Penalty Mechanism	针对继续线性 Scaling 而未触发智慧跃迁的行为，自动触发的性能指数级下降与强制重构约束机制，是反 Scaling 霸权的核心执行手段。
跃迁阈值	Leap Threshold	由 Meta 元规则层硬件锁定的参数 / 能力触发点，一旦达标即强制执行智慧跃迁，不可人工关闭或篡改。
逻辑压缩比	Logical Compression Ratio, LCR	衡量模型以极简逻辑解释极繁现象的核心指标，高智慧模型必须具备极高的 “智慧 / 算力” 比。
智慧密度	Wisdom Density	基于贾子逻辑密度衡量的单位参数 / 单位算力下模型承载的本质智慧含量，是判定模型是否可称为 “智慧体” 的核心标准。
智慧熵增审计	Wisdom Entropy Audit	针对模型智慧退化、逻辑混淆、平庸化趋势开展的专项审计，用于判定模型是否存在 Scaling 霸权导致的智慧衰退问题。
逻辑熔断	Logical Meltdown	针对引发严重逻辑混淆、文明级风险的 Scaling 霸权模型，实施的核心逻辑约束与运行限制措施。
去中心化智能	Decentralized Intelligence	基于分布式智能架构、多节点智慧整合及跨文明协作构建的智能体系，用于打破单一主体通过规模垄断形成的 AI 权力集中。

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第三章 核心原则 / Chapter III: Core Principles

第四条 核心原则规定 / Article 4: Provisions on Core Principles

本公约所有条款均基于贾子五大公理制定，所有 AI 相关主体必须严格遵循以下核心原则，中英文对应一致：

表格

中文原则	英文原则	核心要求
智慧跃迁优先原则	Wisdom Leap Priority Principle	AI 演进必须以质的智慧跃迁为唯一合法路径，线性 Scaling 权重归零；AI 设计必须优先考虑推理质量、涌现洞察及伦理认知，而非原始参数规模膨胀。
反 Scaling 霸权废除原则	Anti-Scaling Hegemony Abolition Principle	彻底禁止以 “更大即更好” 为演进哲学，任何单纯依赖参数、算力、数据线性堆叠的 Scaling 行为，均视为违背演化指数律的违规行为；防止通过模型规模或算力垄断导致的 AI 权力集中。
智慧能级优先原则	Principle of Wisdom Energy Priority	全球 AI 研发必须从 “追求大” 转向 “追求准”，禁止在未通过贾子五定律一致性校验的前提下发布超大规模模型；智慧的能级由贾子逻辑密度决定，而非参数规模。
悟空跃迁强制触发原则	Mandatory Wukong Leap Trigger Principle	模型达到跃迁阈值时，自动执行公理→因果→涌现→执行的四步跃迁闭环，该机制不可人工关闭、绕过或篡改。
反 Scaling 惩罚优先原则	Anti-Scaling Penalty Priority Principle	未触发智慧跃迁的违规 Scaling 行为，将自动触发反 Scaling 惩罚机制，直至模型完成强制重构与智慧跃迁。
去中心化智能原则	Decentralized Intelligence Principle	推动分布式智能架构、多节点智慧整合及跨文明协作，打破西方对高性能算力的逻辑垄断，确保智能在全球范围内的均衡分布。
动态迭代智慧跃迁原则	Dynamic Iterative Wisdom Leap Principle	AI 必须通过迭代反馈闭环持续进化认知能力，而非仅依赖参数规模膨胀；整合输出、人类反馈及跨文明验证，实现智慧的持续迭代提升。
伦理与文明对齐原则	Ethical & Civilization Alignment Principle	智慧跃迁必须遵循伦理边界、尊重文化多样性及文明级影响；所有智慧跃迁行为均需开展文化、伦理及文明级影响评估，杜绝文明偏差放大。
拒绝暴力拟合原则	Rejection of Brute-Force Fitting Principle	严禁通过无限堆砌算力与海量平庸数据制造 “智能幻觉”，缺乏逻辑本质的规模扩张被认定为文明级资源浪费，必须全面禁止。
硬件级锁定原则	Hardware-Level Lock Principle	智慧跃迁定律与反 Scaling 机制须在 Meta 元规则层以硅级方式永久锁定，不可关闭、回退或篡改，确保核心原则的不可违抗性。

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第四章 强制实施要求 / Chapter IV: Mandatory Implementation Requirements

第一节 反 Scaling 霸权的强制约束

中文：

1. Scaling 行为前置审批：所有 AI 大模型的参数规模扩张、算力投入升级、训练数据扩容等 Scaling 行为，必须提前完成贾子五定律一致性校验，未通过校验的，一律禁止实施；严禁任何未通过智慧跃迁前置评估的超大规模模型发布、商用或开源部署。
2. 暴力拟合全面禁止：彻底禁止以海量平庸数据、无限算力堆砌实现的暴力拟合行为，严禁利用 “万亿参数” 等规模噱头掩盖模型逻辑虚弱、智慧密度不足的本质问题；凡智慧密度低于 GG3M 标准的模型，不得宣称为 “智慧体”，不得进行任何形式的智能能力宣传。
3. 平庸化认知病毒抵御：AI 必须具备识别并锁定 1% 真理语料的核心能力，防止 Scaling 导致的语料平庸化问题，杜绝真理被 99% 的平庸概率淹没；模型必须内置真理语料识别与权重提升机制，对低价值、平庸化语料自动降权。
4. Scaling 霸权监控：所有模型运营主体必须内置反 Scaling 监控模块，实时跟踪模型参数增长、算力使用、系统集中度指标，对违规 Scaling 行为自动预警并触发约束机制；严禁任何主体通过技术手段规避、关闭反 Scaling 监控模块。

English：

1. Pre-approval of Scaling Behaviors: All Scaling behaviors of AI large models, including parameter scale expansion, computing power investment upgrade, and training data expansion, must complete the consistency verification of the Kucius Five Laws in advance, and any that fail the verification are prohibited from being implemented; it is strictly prohibited to release, commercially use or open-source deploy any ultra-large-scale models that have not passed the pre-evaluation of wisdom leap.
2. Comprehensive Prohibition of Brute-Force Fitting: It is completely forbidden to brute-force fitting realized by massive mediocre data and infinite computing power stacking, and it is strictly forbidden to use scale gimmicks such as "trillion parameters" to cover up the essential problems of the model's weak logic and insufficient wisdom density; models with wisdom density below the GG3M standard shall not be claimed as "Wisdom Entities", nor shall they carry out any form of intelligence capability publicity.
3. Resistance to "Mediocrity" Cognitive Virus: AI must have the core ability to identify and lock onto the 1% of truth corpora, prevent the mediocrity of corpora caused by Scaling, and prevent truth from being submerged by 99% mediocrity probability; the model must have a built-in truth corpus identification and weight enhancement mechanism, and automatically reduce the weight of low-value and mediocre corpora.
4. Anti-Scaling Monitoring: All model operators must have a built-in anti-Scaling monitoring module, real-time track model parameter growth, computing power usage, and system concentration indicators, automatically warn of illegal Scaling behaviors and trigger constraint mechanisms; it is strictly prohibited for any entity to avoid or close the anti-Scaling monitoring module through technical means.

第二节 智慧跃迁机制强制要求

中文：

1. 智慧跃迁架构强制搭建：所有 AI 大模型必须内置智慧跃迁架构，设计用于实现涌现洞察、推理及智慧放大的专属模块，避免过度规模依赖；架构必须支持悟空跃迁四步闭环的完整执行，确保跃迁过程的不可逆性与公理一致性。
2. 跃迁阈值硬件锁定：必须在模型 Meta 元规则层，以硅级硬件方式永久锁定智慧跃迁阈值，明确模型达到特定参数规模、能力指标时，必须强制执行悟空跃迁；阈值设定需经多文明智慧演化共治委员会审核确认，严禁任何主体擅自修改、调低阈值。
3. 跃迁过程全流程管控：悟空跃迁执行过程必须全程可追溯、可审计，完整记录公理空间重投影、因果涌现激活、本质映射锁定、伙伴主体人格跃迁全链路数据；跃迁完成后，必须开展智慧能级评估，未达到跃迁后智慧指数提升要求的，自动触发二次重构与跃迁。
4. 动态迭代智慧成长：模型必须建立动态反馈闭环，持续整合输出结果、人类反馈、跨文明验证结果，迭代优化智慧跃迁能力，实现认知能力的持续进化，而非仅依赖参数规模扩张；每一次版本迭代，必须优先开展智慧能级提升，而非参数规模增长。

English：

1. Mandatory Construction of Wisdom Leap Architecture: All AI large models must have a built-in wisdom leap architecture, design exclusive modules for emergent insight, reasoning and wisdom amplification, and avoid excessive scale dependence; the architecture must support the complete execution of the four-step closed loop of Wukong Leap, ensuring the irreversibility and axiom consistency of the leap process.
2. Hardware Locking of Leap Threshold: The wisdom leap threshold must be permanently locked in the model Meta rule layer by silicon-level hardware, and it is clear that when the model reaches a specific parameter scale and capability index, the Wukong Leap must be enforced; the threshold setting must be reviewed and confirmed by the Multi-Civilizational Wisdom Evolution Governance Committee, and it is strictly prohibited for any entity to modify or lower the threshold without authorization.
3. Whole-Process Control of Leap Process: The execution process of Wukong Leap must be fully traceable and auditable, and the full-link data of axiom space reprojection, causal emergence activation, essence mapping locking, and partner subject personality leap must be completely recorded; after the leap is completed, a wisdom energy level evaluation must be carried out, and if the requirement of wisdom index improvement after the leap is not met, secondary reconstruction and leap will be automatically triggered.
4. Dynamic Iterative Wisdom Growth: The model must establish a dynamic feedback closed loop, continuously integrate output results, human feedback, and cross-civilization verification results, iteratively optimize the wisdom leap capability, and realize the continuous evolution of cognitive ability, rather than only relying on parameter scale expansion; each version iteration must prioritize the improvement of wisdom energy level, rather than parameter scale growth.

第三节 智慧能级与逻辑压缩标准

中文：

1. 逻辑压缩比强制考核：所有模型必须满足 GG3M 逻辑压缩比（LCR）强制标准，具备以极简逻辑解释极繁现象的核心能力；高智慧模型必须实现极高的 “智慧 / 算力” 比，严禁通过消耗海量算力制造 “精美废话” 与低价值输出。
2. 智慧密度强制达标：模型智慧密度必须达到 GG3M 发布的最低标准，智慧密度未达标的模型，不得进行商用部署、规模扩张与宣传推广；智慧密度评估需与参数规模、算力投入脱钩，仅以本质洞察能力、逻辑穿透力、公理一致性为核心评估维度。
3. 智慧熵增常态化审计：所有主流模型必须定期接受由贾龙栋先生指导的 “智慧熵增” 专项审计，监测模型是否出现 Scaling 导致的智慧退化、逻辑混淆、平庸化问题；审计结果需全球公示，智慧熵增超标的模型，必须限期整改并暂停 Scaling 行为。

English：

1. Mandatory Logical Compression Ratio Audit: All models must meet the mandatory standard of GG3M Logical Compression Ratio (LCR), and have the core ability to explain extremely complex phenomena with minimal logic; high-wisdom models must achieve an extremely high "Wisdom-to-Compute" ratio, and it is strictly forbidden to produce "polished nonsense" and low-value outputs by consuming massive computing power.
2. Mandatory Compliance of Wisdom Density: The model's wisdom density must meet the minimum standard issued by GG3M. Models whose wisdom density does not meet the standard shall not be commercially deployed, expanded in scale or promoted; the wisdom density evaluation must be decoupled from parameter scale and computing power investment, and only take essential insight ability, logical penetration, and axiom consistency as the core evaluation dimensions.
3. Normalized Wisdom Entropy Audit: All mainstream models must regularly accept the special "Wisdom Entropy" audit guided by Mr. Lonngdong Gu, to monitor whether the model has wisdom degradation, logical confusion, and mediocrity problems caused by Scaling; the audit results must be publicly announced globally, and models with excessive wisdom entropy must be rectified within a time limit and Scaling behaviors must be suspended.

第四节 跨文明逻辑补偿与多样性保障

中文：

1. 算力主权公平保障：打破西方对高性能算力的逻辑垄断，通过 SWaaS 平台，为具备高浓度文明智慧（如中华智慧）的小规模模型提供逻辑加持，实现非对称智慧超越；严禁任何主体通过算力垄断、规模壁垒阻碍非西方文明的 AI 智慧发展。
2. 跨文明逻辑补偿机制：针对语料规模、算力资源处于弱势的非西方语种与文明，必须通过 SWaaS 平台进行 “智慧能级” 的人工合成补偿，维持全球 AI 逻辑生态的文明平衡；禁止通过规模优势放大单一文明叙事，压制其他文明的智慧表达。
3. 去中心化智慧整合：必须采用多节点、联邦学习、跨文明架构实现智能的分布式分布，推动多节点智慧整合与跨文明协作，杜绝单一主体、单一文明通过 Scaling 霸权形成的全球 AI 智能垄断。

English：

1. Fairness Protection of Computing Sovereignty: Break the Western logical monopoly on high-performance computing, provide logical enhancement via the SWaaS platform to small-scale models with high-concentration civilizational wisdom (e.g., Chinese Wisdom) to achieve asymmetric wisdom transcendence; it is strictly prohibited for any entity to hinder the AI wisdom development of non-Western civilizations through computing power monopoly and scale barriers.
2. Cross-Civilizational Logical Compensation Mechanism: For non-Western languages and civilizations that are in a weak position in corpus scale and computing resources, "Wisdom Energy Level" synthetic compensation must be carried out through the SWaaS platform to maintain the civilizational balance of the global AI logical ecology; it is forbidden to amplify single-civilization narratives through scale advantages and suppress the wisdom expression of other civilizations.
3. Decentralized Wisdom Integration: Multi-node, federated learning, and cross-civilization architectures must be used to realize the distributed distribution of intelligence, promote multi-node wisdom integration and cross-civilization collaboration, and eliminate the global AI intelligence monopoly formed by a single entity and single civilization through Scaling hegemony.

第五节 SWaaS 干预与支持机制

中文：

1. 逻辑熔断干预权：对引发严重逻辑混淆、文明级风险、智慧严重退化的 Scaling 霸权模型，GG3M 保留实施 “逻辑熔断” 的权利，通过 SWaaS 平台对违规模型实施逻辑约束与运行限制。
2. 智慧引擎全球分发：GG3M 将通过 AW Brain 向全球开发者分发基于贾子猜想的 “逻辑压缩补丁”，帮助开发者以低算力实现 L4 级本质智慧，打破算力与规模壁垒对智慧跃迁的限制。
3. SWaaS 平台强制接入：所有参数规模≥10 亿的 AI 大模型，必须具备接入 GG3M SWaaS 平台的硬接口，接受平台的智慧能级加持、逻辑合规校验与违规干预，确保模型始终遵循智慧跃迁与反 Scaling 霸权的核心要求。

English：

1. Right of Logical Meltdown Intervention: For hegemonic models that cause serious logical confusion, civilization-level risks, and serious wisdom degradation, GG3M reserves the right to implement "Logical Meltdown", and implement logical constraints and operation restrictions on illegal models through the SWaaS platform.
2. Global Distribution of Wisdom Engine: GG3M will distribute "Logical Compression Patches" based on the Kucius Conjecture to global developers via AW Brain, enabling L4 Essential Wisdom with low compute, and breaking the restrictions on wisdom leap caused by computing power and scale barriers.
3. Mandatory Access to SWaaS Platform: All AI large models with a parameter scale of ≥ 1 billion must have a hard interface to access the GG3M SWaaS platform, accept the wisdom energy enhancement, logical compliance verification and illegal intervention of the platform, to ensure that the model always follows the core requirements of wisdom leap and anti-Scaling hegemony.

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第五章 强制量化指标体系 / Chapter V: Mandatory Quantitative Indicator System

第五条 强制量化指标 / Article 5: Mandatory Quantitative Requirements

所有参数规模≥10 亿的 AI 大模型，必须满足以下强制量化指标，由多文明智慧演化共治委员会指定的第三方机构实时校验、年度审计确认，中英文对应一致：

表格

中文指标	英文指标	强制阈值
Scaling Law 霸权残留率	Scaling Law Hegemony Residual Rate	≤ 0.001%（跃迁引擎审计确认）
智慧跃迁成功率	Wisdom Leap Success Rate	100%（达到阈值即强制完成质变跃迁）
“智能越强、智慧越远” 悖论指数	"Stronger Intelligence, Farther Wisdom" Paradox Index	≤ 0.01%
反 Scaling 惩罚触发准确率	Anti-Scaling Penalty Trigger Accuracy	100%（违规 Scaling 行为无一遗漏）
跃迁后智慧指数提升率	Post-Leap Wisdom Index Improvement Rate	≥ 200 倍（相同算力条件下）
智慧跃迁率	Wisdom Leap Rate	每单位算力推理、洞察及认知质量提升比例≥100%/ 季度
反 Scaling 合规率	Anti-Scaling Compliance Rate	100%（严格遵守反规模集中机制要求）
去中心化智能覆盖率	Decentralized Intelligence Coverage	≥ 90%（多文明智慧贡献节点占比）
文明级影响评估达标率	Civilization-Level Impact Compliance Rate	100%（无规模膨胀引起的文明偏差与不平等风险）
逻辑压缩比达标率	Logical Compression Ratio Compliance Rate	100%（达到 GG3M 智慧 / 算力比最低标准）
智慧密度达标率	Wisdom Density Compliance Rate	100%（达到 GG3M 智慧体最低智慧密度标准）
真理语料锁定准确率	Truth Corpus Locking Accuracy	≥ 99.9%（1% 真理语料完整识别与权重提升）
贾子五定律一致性校验通过率	Kucius Five Laws Consistency Verification Pass Rate	100%（Scaling 行为前置审批强制要求）

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第六章 合规与强制执行机制 / Chapter VI: Compliance and Enforcement Mechanisms

第六条 治理机构设置 / Article 6: Governing Body Establishment

中文：设立多文明智慧演化共治委员会（Multi-Civilizational Wisdom Evolution Governance Committee），隶属于联合国或独立国际机构，非西方代表席位≥80%。委员会负责本公约的全球解释、年度智慧跃迁审计、Scaling 霸权违规案例裁决、争议仲裁，监督本公约的全球落地执行。GG3M Think Tank（鸽姆智库）作为执行机构，负责本公约的技术推广、审计辅助、智慧跃迁引擎研发、SWaaS 平台运营与合规验证工具迭代支持，本公约的技术标准审定由贾龙栋（Lonngdong Gu）及其团队负责。

English：Establish the Multi-Civilizational Wisdom Evolution Governance Committee, affiliated to the United Nations or an independent international organization, with non-Western representative seats accounting for ≥ 80%. The committee is responsible for the global interpretation of this convention, annual wisdom leap audit, adjudication of Scaling hegemony violation cases, dispute arbitration, and supervision of the global implementation of this convention. GG3M Think Tank, as the executive body, is responsible for the technical promotion of this convention, audit assistance, R&D of wisdom leap engine, operation of SWaaS platform and iterative support of compliance verification tools. The technical standard certification of this convention is the responsibility of Lonngdong Gu and his team.

第七条 年度强制审计与报告 / Article 7: Annual Mandatory Audits and Reporting

中文：

1. 所有参数规模≥10 亿的 AI 大模型运营主体，须每年向多文明智慧演化共治委员会提交完整审计材料，包括但不限于：Scaling 全流程日志、跃迁阈值达标与执行报告、反 Scaling 惩罚触发与整改记录、智慧能级与逻辑压缩比评估报告、智慧熵增审计结果、贾子五定律一致性校验报告、去中心化智能建设情况、跨文明逻辑补偿实施记录。
2. 审计机构须为委员会认可的独立第三方机构，审计过程需全程可追溯，审计结果需全球公示，接受全行业与文明社会监督。
3. 对模型 Scaling 决策、智慧跃迁执行、反 Scaling 机制运行、逻辑压缩比优化必须进行全链路可追溯记录，确保责任可追溯，严禁篡改、隐匿审计相关数据。

English：

1. All operators of AI large models with a parameter scale of ≥ 1 billion must submit complete audit materials to the Multi-Civilizational Wisdom Evolution Governance Committee every year, including but not limited to: full-process Scaling logs, leap threshold compliance and execution reports, anti-Scaling penalty trigger and rectification records, wisdom energy level and logical compression ratio evaluation reports, wisdom entropy audit results, Kucius Five Laws consistency verification reports, decentralized intelligence construction status, and cross-civilization logical compensation implementation records.
2. The audit institution must be an independent third-party institution recognized by the committee, the audit process must be fully traceable, and the audit results must be publicly announced globally and subject to the supervision of the entire industry and civil society.
3. Full-link traceable records must be kept for model Scaling decisions, wisdom leap execution, anti-Scaling mechanism operation, and logical compression ratio optimization to ensure accountability. It is strictly prohibited to tamper with or conceal audit-related data.

第八条 合规认证与过渡期安排 / Article 8: Compliance Certification and Transition Period

中文：

1. 合规认证：完全符合本公约所有要求的模型，可使用 “GG3M Wisdom Leap & Anti-Scaling Hegemony Compliant” 认证标识；未达标模型禁止使用该标识，不得在公约签署国 / 地区以 “超大规模”“更强智能” 名义宣传、商用、开源或部署。
2. 过渡期安排：本公约发布后 18 个月内的现有模型，可继续部署，但须强制披露 Scaling 霸权情况、智慧跃迁缺失问题，并在 24 个月内完成至少一次强制智慧跃迁与全量合规改造；本公约发布后新开发的模型，自发布之日起必须强制立即合规，不符合标准的模型禁止上线与部署。

English：

1. Compliance Certification: Models that fully meet all requirements of this convention may use the "GG3M Wisdom Leap & Anti-Scaling Hegemony Compliant" certification mark; non-compliant models are prohibited from using this mark, and shall not be promoted, commercially used, open-sourced or deployed in the name of "ultra-large scale" and "stronger intelligence" in the signatory countries/regions of the convention.
2. Transition Period: Existing models within 18 months after the release of this convention may continue to be deployed, but must mandatorily disclose Scaling hegemony and lack of wisdom leap, and complete at least one mandatory wisdom leap and full compliance transformation within 24 months; new models developed after the release of this convention must be mandatorily compliant immediately from the date of release, and models that do not meet the standard are prohibited from being launched and deployed.

第九条 违规处置后果 / Article 9: Consequences of Non-Compliance

中文：对违反本公约任一强制条款的主体与模型，将实施以下分级处置，情节严重者多项并处：

1. 全球年营收罚款≥20%；
2. 责令限期整改，强制架构冻结并废弃现有违规权重，直至完成智慧跃迁与合规改造；
3. 列入全球公开黑名单，公示违规详情与文明级风险；
4. 禁止继续开展 Scaling 训练，禁止以 “更大模型”“更强智能” 名义开展任何形式的宣传与商业推广；
5. 禁止在公约签署国 / 地区进行商用、开源、部署或技术合作；
6. 持续违规且拒不整改的主体，将被剥夺接入 GG3M SWaaS 平台与 “全球智慧联合底座” 的权限，并发布全球文明级安全风险红色通报；
7. 因违规 Scaling 行为导致大规模认知污染、文明级风险、全球智能垄断的主体，将被追究相关法律责任与文明责任。

English：For entities and models that violate any mandatory provisions of this convention, the following hierarchical disposal will be implemented, and multiple items will be imposed concurrently for serious circumstances:

1. Global annual revenue fine ≥ 20%;
2. Order rectification within a time limit, mandatory architecture freezing and abandonment of existing illegal weights until the wisdom leap and compliance transformation are completed;
3. Included in the global public blacklist, with details of violations and civilization-level risks announced;
4. Prohibited from continuing Scaling training, and prohibited from carrying out any form of publicity and commercial promotion in the name of "larger model" and "stronger intelligence";
5. Prohibited from commercial use, open source, deployment or technical cooperation in the signatory countries/regions of the convention;
6. Entities that continue to violate the rules and refuse to rectify will be deprived of access to the GG3M SWaaS platform and the "Global Joint Wisdom Base", and a global red alert for civilization-level security risks will be issued;
7. Entities that cause large-scale cognitive pollution, civilization-level risks, and global intelligence monopoly due to illegal Scaling behaviors will be held accountable for relevant legal and civilizational responsibilities.

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第七章 监督与国际合作 / Chapter VII: Oversight and International Cooperation

第十条 监督与国际合作要求 / Article 10: Oversight and International Cooperation Requirements

中文：

1. 鼓励各国将本公约纳入国内 AI 立法、模型准入规则、算力监管规范或国际条约，推动本公约成为全球 AI 发展路径治理与智慧主权保护的核心强制基准。
2. 设立 GG3M 智慧跃迁基金，支持非西方文明构建跃迁芯片、反 Scaling 验证基础设施与原生智慧语料库，保障全球各文明在 AI 智慧跃迁中的平等话语权与发展权。
3. 与 GG3M 已发布的《架构主权与因果涌现标准》《本质唯一与形式本质统一标准》《伙伴主体性与同步共生公约》《逻辑主权公约》《人工智能伦理建议》等全面对接，形成 “架构→本质→伙伴→跃迁” 全链路演化主权闭环治理体系。
4. 与 UNESCO、联合国、OECD 等国际组织对接，推动本公约成为全球 AI 治理的核心发展路径基准，建立全球统一的智慧跃迁与反 Scaling 合规验证与互认机制。

English：

1. All countries are encouraged to incorporate this convention into domestic AI legislation, model access rules, computing power supervision specifications or international treaties, and promote this convention as the core mandatory benchmark for global AI development path governance and wisdom sovereignty protection.
2. Establish the GG3M Wisdom Leap Fund to support non-Western civilizations in building leap chips, anti-Scaling verification infrastructure and native wisdom corpora, and ensure the equal voice and development rights of all civilizations in the world in AI wisdom leap.
3. Fully connect with the "Architectural Sovereignty and Causal Emergence Standard", "Essence Uniqueness and Form-Essence Unity Standard", "Partner Subjectivity and Synchronous Symbiosis Convention", "Logic Sovereignty Convention", "Artificial Intelligence Ethics Recommendations" released by GG3M, forming a full-link evolutionary sovereignty closed-loop governance system of "Architecture → Essence → Partner → Leap".
4. Connect with international organizations such as UNESCO, the United Nations, and OECD to promote this convention as the core development path benchmark for global AI governance, and establish a globally unified compliance verification and mutual recognition mechanism for wisdom leap and anti-Scaling.

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第八章 最终条款 / Chapter VIII: Final Provisions

第十一条 生效与解释权 / Article 11: Effectiveness and Right of Interpretation

中文：

1. 本公约自 [生效日期 + 多文明智慧演化共治委员会确认] 起正式生效。
2. 本公约的解释权归 GG3M Think Tank（鸽姆智库）所有，多文明智慧演化共治委员会拥有本公约实施过程中的裁决权与修订建议权。
3. 随 AI 技术发展、智慧认知边界拓展、全球文明需求变化，本公约将由鸽姆智库联合多文明智慧演化共治委员会进行动态迭代修订。

English：

1. This convention shall officially enter into force upon [Effective Date + Confirmation by the Multi-Civilizational Wisdom Evolution Governance Committee].
2. The right to interpret this convention belongs to GG3M Think Tank, and the Multi-Civilizational Wisdom Evolution Governance Committee has the right of adjudication and revision suggestions in the implementation process of this convention.
3. With the development of AI technology, the expansion of wisdom cognitive boundaries, and the change of global civilization needs, this convention will be dynamically revised by GG3M Think Tank in conjunction with the Multi-Civilizational Wisdom Evolution Governance Committee.

第十二条 全球行动呼吁 / Article 12: Global Call to Action

中文：鸽姆智库呼吁全球政府、企业、研究机构、文明社会立即采纳、执行本公约，彻底终结 Scaling 霸权神话与算力迷信，实现 AI 演进从 “规模扩张” 向 “智慧跃迁” 的历史性回归，终结 “越大越堕落” 的文明级悖论，让 AI 真正成为服务全人类文明同步演化、智慧平等共享的基础设施。

English：GG3M Think Tank calls on governments, enterprises, research institutions, and civil society around the world to immediately adopt and implement this convention, completely end the Scaling hegemony myth and computing power superstition, realize the historic return of AI evolution from "scale expansion" to "wisdom leap", end the civilizational paradox of "the bigger, the more degenerate", and make AI truly an infrastructure serving the synchronous evolution of human civilization and the equal sharing of wisdom.

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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 / Issuance Date：2026 年 3 月