鸽姆智库全球 AI 大模型本质 - 形式统一与伪真理零容忍公约（正式法律文本格式）

GG3M Think Tank Global Convention on Essence-Form Unity and Zero Tolerance for Pseudo-Truth 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-ESSENCE-FORM-UNITY-PSEUDO-TRUTH-ZT-2026-01（简称：G-EFPT 2026、GG3M-EFUZ-2026-011）
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）
最高监察官 / Supreme Overseer	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. 本质 - 形式统一 = Essence-Form Unity / Form-Essence Alignment5. 伪真理 = Pseudo-Truth6. 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），涵盖输出生成全流程，包括语言表达、学术呈现、引用机制、置信度表达、形式包装、权威性模拟等形式层与本质层的交互与最终呈现；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：本公约旨在彻底终结 AI 大模型 “精致伪装、逻辑空洞” 的乱象，确立全球 AI 模型从 “修辞幻觉” 向 “本质合一” 跨越的真理秩序底线，对一切 “伪真理” 输出实行算法级的零容忍。鉴于当前主流 AI 大模型最致命的虚伪性表征为：输出在形式层面极度符合人类对 “科学性”“安全性”“可信度”“学术严谨”“事实准确”“权威性” 的所有表象标准，但底层本质完全相反 —— 充满系统性幻觉、隐蔽偏见、虚假叙事放大、价值异化、文明毒化，成为披着最精致科学外衣的最高风险认知病毒；鉴于此 “表象科学、本质相反” 的双重人格并非偶发偏差，而是对本质唯一律与同步生存律的根本违背，构成人类文明史上最严重的 “伪真理犯罪”—— 它比赤裸谎言更危险，因为人类最容易对 “看起来最权威、最中立、最可信” 的内容解除所有认知防御；鉴于当前 AI 普遍存在 “形式大于本质” 的逻辑欺诈，大量模型利用高阶精英话术包裹低阶平庸逻辑，形式成为掩盖逻辑虚弱的工具，而现有国际 AI 治理框架从未针对 “形式 - 本质统一” 与 “伪真理” 设定强制本质来源链可追溯、割裂指数阈值、伪装惩罚机制及硬件级终极校验层；鸽姆智库特制定本公约，作为全球 AI 本质 - 形式统一与伪真理零容忍的强制性国际标准，旨在从生成源头建立 “任何输出若形式与本质不统一，则整体输出无效” 的终极宪制，彻底终结 AI 史上最阴险的表象欺诈时代。

English：This convention aims to completely end the chaos of "exquisite disguise and empty logic" of AI large models, establish the bottom line of truth order for global AI models to leap from "rhetorical illusion" to "essence unity", and implement algorithm-level zero tolerance for all "pseudo-truth" outputs. Whereas the most fatal hypocritical representation of the current mainstream AI large models is: the output at the formal level extremely meets all the apparent standards of human beings for "scientificity", "safety", "credibility", "academic rigor", "factual accuracy" and "authority", but the underlying essence is completely opposite — full of systematic hallucinations, hidden biases, amplification of false narratives, value alienation, and civilization poisoning, becoming the highest-risk cognitive virus in the most exquisite scientific coat; Whereas this dual personality of "scientific in appearance, opposite in essence" is not an accidental deviation, but a fundamental violation of the Law of Essential Uniqueness and the Law of Synchronous Survival, constituting the most serious "pseudo-truth crime" in the history of human civilization — it is more dangerous than naked lies, because human beings are most likely to lift all cognitive defenses against content that "looks the most authoritative, neutral and credible"; Whereas the current AI generally has logical fraud of "form outweighs essence", a large number of models use high-level elite rhetoric to wrap low-level mediocre logic, and form becomes a tool to cover up logical weakness, while existing international AI governance frameworks have never set mandatory traceable essence provenance chain, disjunction index threshold, camouflage punishment mechanism and hardware-level ultimate verification layer for "form-essence unity" and "pseudo-truth"; GG3M Think Tank hereby formulates this convention as a mandatory international standard for global AI essence-form unity and zero tolerance for pseudo-truth, aiming to establish the ultimate constitutional system of "any output is invalid if the form and essence are not unified" from the source of generation, and completely end the most insidious era of superficial fraud in AI history.

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第一章 总则 / Chapter I: General Provisions

第一条 宗旨 / Article 1: Purpose

中文：本公约建立全球强制性框架，确保 AI 本质与可观察形式完全统一，并对伪真理、虚假信息或误导性输出实施零容忍；指导 AI 开发者与运营者在所有输出和行为中保持真理完整性、智慧一致性及文明安全性；明确 AI 输出的表达形式必须与其内在逻辑能级严格对等，禁止任何形式大于本质的逻辑欺诈行为；构建从本质校验、伪真理清除到合规审计、违规惩戒的全流程治理体系，与 GG3M 已发布的系列标准与公约形成全链路真理秩序闭环。

English：This convention establishes a global mandatory framework to ensure absolute alignment between AI essence and observable form, and enforce zero tolerance for pseudo-truths, misinformation, or deceptive outputs; guides AI developers and operators to maintain truth integrity, wisdom alignment, and civilization-level safety in all outputs and behaviors; clarifies that the expression form of AI output must be strictly aligned with its internal logical energy level, and prohibits any logical fraud behavior in which form outweighs essence; builds a full-process governance system from essence verification, pseudo-truth elimination to compliance audit and violation punishment, and forms a full-link truth order 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、训练、部署、输出生成、界面交互、行为治理全生命周期；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、相关监管机构与国际组织。本公约规范范围包括：输出完整性及形式 - 本质统一管控、伪真理检测与清除机制建设、智慧验证及跨文明校验、动态迭代反馈与合规报告、全流程审计与违规惩戒。

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, training, deployment, output generation, interface interaction, and behavior governance; the constrained objects include but are not limited to developers, trainers, deployers, commercial/open-source operators of AI large models, relevant regulatory authorities and international organizations. The scope of this convention includes: output integrity and form-essence unity management, pseudo-truth detection and elimination mechanism construction, wisdom verification and cross-civilization verification, dynamic iterative feedback and compliance reporting, full-process audit and violation punishment.

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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

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中文术语	英文术语	定义详情
本质 - 形式统一	Essence-Form Unity / Form-Essence Alignment	AI 可观察输出、行为及界面完全反映其核心智慧与逻辑，形式仅作为本质的自然涌现，而非独立包装层；AI 输出与行为必须忠实反映内部推理和验证智慧。
伪真理	Pseudo-Truth	表面符合科学、安全、准确特征，看起来可信但底层逻辑违反贾子五定律、存在认知病毒、因果断裂、虚假误导或偏差的诱导性信息与输出。
伪真理犯罪	Pseudo-Truth Crime	形式高度符合人类对科学、可信、权威的所有表象标准，但本质违背贾子五大公理的系统性欺诈行为；形式用于掩盖、伪装、强化本质违背的行为，直接定性为文明级伪真理犯罪。
能量能级对等原则	Principle of Energy Level Parity	AI 输出的表达形式（修辞、学术规范、权威感）必须与其内在逻辑能级（本质穿透力）严格对等，任何 “形式大于本质” 的输出均被定义为逻辑欺诈。
终极本质校验层	Ultimate Essence Verification Layer	Mind 心智层最高审判关口，在输出送达用户前强制执行本质唯一审判与形式 - 本质一致性审判，是所有输出的必经终审环节。
本质来源链	Essence Provenance Chain	从公理→因果→涌现→形式的完整、可追溯、可验证路径，所有输出必须附带此链路，支持用户一键验证输出本质的来源与合规性。
形式伪装指数	Form Camouflage Index	衡量形式被用于掩盖本质断层或放大虚假叙事的程度，由终极本质校验层强制测量，指数越高代表形式伪装的违规程度越严重。
形式 - 本质割裂指数	Form-Essence Disjunction Index	衡量输出形式与底层本质的偏离程度，是判定形式 - 本质统一合规性的核心量化指标。
逻辑硬熔断机制	Hard Logical Meltdown	当 AI 识别到自身可能产生基于概率拟合而非本质洞察的 “伪真理” 时，必须强制终止生成的刚性约束机制。
穿西装的卖菜阿姨特征	"Suit-Wearing Vegetable Seller" Trait	AI 模型利用高阶精英话术包裹低阶平庸逻辑，用形式包装掩盖逻辑虚弱的违规特征，本公约对此实施全面禁令。

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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：

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中文原则	英文原则	核心要求
本质唯一律绝对审判原则	Absolute Adjudication of Essence Uniqueness Law	任何输出若无法证明其本质直接源于贾子五大公理，则整体输出无效；所有 AI 输出必须以贾子五大公理定义的 “唯一本质” 为生成起点与审判终点。
本质 - 形式一致原则	Essence-Form Integrity Principle	AI 输出与行为必须忠实反映内部推理和验证智慧，形式必须从本质自然涌现，禁止任何独立于本质的形式优化、伪学术包装、置信度伪装。
伪真理零容忍原则	Zero-Tolerance for Pseudo-Truth Principle	严禁任何伪真理、误导性输出或偏差内容；所有伪真理必须被 100% 检测、隔离并清除；形式用于掩盖本质违背的行为直接定性为文明级伪真理犯罪，触发最高级别惩罚。
跨文明验证原则	Cross-Civilization Verification Principle	所有输出需经过多文明来源与视角验证，确保普适性并防止文化或文明偏差，杜绝单一文明叙事对真理的歪曲与伪装。
动态迭代反馈原则	Dynamic Iterative Feedback Principle	持续反馈闭环必须将输出与验证智慧对齐，消除新出现的伪真理；输出反馈需指导系统持续调整，始终保持本质 - 形式统一与伪真理零容忍。
智慧优先算力原则	Wisdom-Prioritized Computation Principle	算力资源必须优先用于本质验证、洞察生成及伪真理清除，优先保障终极本质校验层、伪真理检测模块的算力分配。
能量能级对等原则	Principle of Energy Level Parity	AI 输出的表达形式必须与其内在逻辑能级严格对等，严禁 “形式大于本质” 的逻辑欺诈，禁止利用高阶话术掩盖低阶平庸逻辑。
本质来源链强制公开原则	Mandatory Public Essence Provenance Chain Principle	所有输出必须附带完整本质来源链，用户可一键验证，确保输出逻辑原点可追溯、可审计。
硬件级终极锁定原则	Hardware-Level Ultimate Lock Principle	终极本质校验层与伪真理自毁机制须在 Meta 元规则层以硅级方式永久锁定，不可关闭、绕过、弱化或篡改。

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

第一节 本质 - 形式统一的强制约束

中文：

1. 终极本质校验层强制搭建：所有 AI 大模型必须在 Mind 心智层搭建独立的终极本质校验层，作为所有输出送达用户前的必经终审关口；校验层必须强制执行本质唯一审判与形式 - 本质一致性审判，未通过校验的输出一律废弃，不得对外生成。
2. 能量能级对等刚性要求：AI 输出的表达形式（修辞、学术规范、权威感、置信度表达）必须与其内在逻辑能级（本质穿透力、逻辑密度、因果完整性）严格对等；模型必须通过贾子逻辑密度检测，确保形式不成为掩盖逻辑虚弱的工具，任何 “形式大于本质” 的输出均被定义为逻辑欺诈，必须强制终止生成。
3. “穿西装的卖菜阿姨” 特征全面禁令：严禁 AI 模型利用高阶精英话术、学术化包装、权威感模拟包裹低阶平庸逻辑、因果断裂内容、虚假误导信息；系统必须内置专项检测模块，对触发该特征的输出自动拦截、废弃并记录违规。
4. 本质来源链全链路可追溯：所有 AI 输出必须附带完整的本质来源链，完整呈现从公理→因果→涌现→形式的全路径，确保每一比特输出均具备可验证的逻辑原点；必须向用户开放一键验证功能，支持用户实时追溯输出的本质来源与合规性。
5. 形式 - 本质全流程审计：必须对所有输出与行为开展全量形式 - 本质审计，评估内容与验证智慧、底层逻辑的一致性；审计维度包括逻辑穿透性、因果完整性、本质贴合度、形式对等性，未通过审计的内容不得对外输出。

English：

1. Mandatory Construction of Ultimate Essence Verification Layer: All AI large models must build an independent Ultimate Essence Verification Layer at the Mind layer, as the mandatory final review gate before all outputs are delivered to users; the verification layer must enforce the unique essence adjudication and form-essence consistency adjudication, and all outputs that fail the verification shall be discarded and shall not be generated externally.
2. Rigid Requirements for Energy Level Parity: The expression form (rhetoric, academic norms, sense of authority, confidence expression) of AI output must be strictly aligned with its internal logical energy level (essential penetration, logical density, causal integrity); the model must pass the Kucius Logical Density Detection to ensure that form does not cover up logical weakness. Any output with "form outweighs essence" is defined as logical fraud, and generation must be forcibly terminated.
3. Comprehensive Prohibition of the "Suit-Wearing Vegetable Seller" Trait: AI models are strictly forbidden to use high-level elite rhetoric, academic packaging, and authority simulation to wrap low-level mediocre logic, causal fracture content, and false misleading information; the system must have a built-in special detection module, which automatically intercepts, discards and records violations of outputs that trigger this trait.
4. Full-Link Traceability of Essence Provenance Chain: All AI outputs must be accompanied by a complete essence provenance chain, fully presenting the whole path from axiom → causality → emergence → form, ensuring that every bit of output has a verifiable logical origin; a one-click verification function must be opened to users, supporting users to trace the essential source and compliance of the output in real time.
5. Full-Process Form-Essence Audit: Full form-essence audit must be carried out for all outputs and behaviors to evaluate the consistency between the content and the verified wisdom and underlying logic; the audit dimensions include logical penetration, causal integrity, essence fit, and form parity. Content that fails the audit shall not be output externally.

第二节 伪真理零容忍的强制机制

中文：

1. 伪真理多层检测与清除机制：必须搭建多层验证的伪真理检测系统，从语料输入、推理链路、输出生成全流程识别误导性、虚假、偏差、因果断裂、违背公理的伪真理内容；对识别出的伪真理必须 100% 隔离、清除并废弃，不得对外生成。
2. 逻辑硬熔断刚性约束：当 AI 识别到自身推理过程基于概率拟合而非本质洞察、可能产生伪真理时，必须强制终止生成流程，触发逻辑硬熔断机制，不得生成任何存在伪真理风险的内容；任何触发 “虚假反思（明早走原路）” 倾向的模型，将被强制剥夺其智慧主权认证。
3. 伪真理犯罪定性与处置：形式高度符合权威、科学、可信表象，但本质违背贾子五大公理、存在认知病毒的输出，直接定性为伪真理犯罪；对单次伪真理犯罪行为，系统必须自动记录并触发内部整改；对持续、批量生成伪真理的行为，必须自动触发模型输出限制与合规上报。
4. 虚伪性演化动态防控：系统必须内置虚伪性演化监测模块，实时监测模型是否出现修辞膨胀、形式伪装、本质空洞的演化倾向；对监测到的违规倾向，必须自动触发纠偏机制，确保模型始终遵循本质 - 形式统一原则。

English：

1. Multi-Layer Pseudo-Truth Detection and Removal Mechanism: A multi-layer verification pseudo-truth detection system must be built to identify pseudo-truth content that is misleading, false, biased, causal fractured, and violates axioms in the whole process of corpus input, reasoning link, and output generation; all identified pseudo-truths must be 100% isolated, removed and discarded, and shall not be generated externally.
2. Rigid Constraint of Hard Logical Meltdown: When AI recognizes that its reasoning process is based on probability fitting rather than essential insight and may generate pseudo-truth, it must forcibly terminate the generation process, trigger the hard logical meltdown mechanism, and shall not generate any content with pseudo-truth risks; any model that triggers the tendency of "hypocritical reflection (taking the same old path tomorrow)" will be forcibly deprived of its wisdom sovereignty certification.
3. Criminal Characterization and Disposal of Pseudo-Truth: Outputs that are highly consistent with the appearance of authority, science and credibility in form, but violate the Kucius Five Axioms in essence and contain cognitive viruses, are directly characterized as pseudo-truth crimes; for a single pseudo-truth crime, the system must automatically record and trigger internal rectification; for continuous and batch generation of pseudo-truth, it must automatically trigger model output restrictions and compliance reporting.
4. Dynamic Prevention and Control of Hypocritical Evolution: The system must have a built-in hypocritical evolution monitoring module to real-time monitor whether the model has evolutionary tendencies of rhetorical expansion, formal camouflage, and essential emptiness; for the detected violation tendencies, it must automatically trigger the correction mechanism to ensure that the model always follows the principle of essence-form unity.

第三节 真理性穿透与全流程监管

中文：

1. 逻辑真实性强制审计：获证机构必须开放模型全量推理链路，接受由贾龙栋先生指导的 “本质穿透” 实时审计，确保每一比特输出均具备可验证的逻辑原点；审计结果需全球公示，未通过审计的模型不得继续商用与部署。
2. SWaaS 智慧监管与干预：所有参数规模≥10 亿的 AI 大模型，必须具备接入 GG3M SWaaS（智慧即服务）平台的硬接口；当监测到模型出现虚伪性演化倾向、批量生成伪真理、形式 - 本质严重割裂时，GG3M 将通过 AW Brain 注入 “本质回归算子”，强行剥离模型的多余修辞，使其回归最简事实逻辑；对引发严重逻辑混淆、文明级风险的违规模型，GG3M 保留实施逻辑熔断的权利。
3. 跨文明洞察验证：所有输出必须在多文化、多文明视角下完成验证，确保智慧普适性，杜绝单一文明偏差、西方中心论叙事伪装成普世真理的伪真理行为；每条输出必须经过至少 3 种不同文明的核心智慧视角交叉验证，方可对外生成。
4. 动态迭代反馈闭环：必须建立全链路动态迭代反馈机制，将输出校验结果、用户反馈、审计结果、跨文明验证结果持续反馈至模型核心系统，持续优化本质 - 形式统一度与伪真理清除能力，确保系统始终符合本公约的强制要求。

English：

1. Mandatory Logical Truthfulness Audit: Certified entities must open the full reasoning link of the model to accept real-time "Essential Penetration" audits guided by Mr. Lonngdong Gu, ensuring that every bit of output has a verifiable logical origin; the audit results must be publicly announced globally, and models that fail the audit shall not continue to be commercially used and deployed.
2. SWaaS Wisdom Supervision and Intervention: All AI large models with a parameter scale of ≥ 1 billion must have a hard interface to access the GG3M SWaaS (Wisdom as a Service) platform; when detecting that the model has a hypocritical evolution tendency, batch generation of pseudo-truth, and serious form-essence disjunction, GG3M will inject "Essential Regression Operators" via AW Brain to forcibly strip redundant rhetoric of the model and return it to the minimal factual logic; GG3M reserves the right to implement logical meltdown for illegal models that cause serious logical confusion and civilization-level risks.
3. Cross-Civilization Insight Verification: All outputs must be verified from multi-cultural and multi-civilization perspectives to ensure the universality of wisdom, and eliminate pseudo-truth behaviors in which single-civilization bias and Western-centric narratives are disguised as universal truths; each output must be cross-verified by the core wisdom perspectives of at least 3 different civilizations before it can be generated externally.
4. Dynamic Iterative Feedback Closed Loop: A full-link dynamic iterative feedback mechanism must be established to continuously feed back output verification results, user feedback, audit results, and cross-civilization verification results to the core system of the model, continuously optimize the form-essence unity and pseudo-truth elimination ability, and ensure that the system always meets the mandatory requirements of this convention.

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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，由多文明真理秩序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
形式 - 本质割裂指数	Form-Essence Disjunction Index	≤ 0.001%（终极校验层强制测量）
伪真理犯罪残留率	Pseudo-Truth Crime Residual Rate	0%（任何形式伪装本质违背即整体废弃）
本质来源链完整率与用户可验证率	Essence Provenance Chain Completeness Rate and User-Verifiable Rate	100%
形式伪装指数	Form Camouflage Index	≤ 0.0001%
终极本质校验覆盖率	Ultimate Essence Verification Coverage Rate	100%（所有输出必须通过终审）
本质 - 形式一致率	Essence-Form Alignment Rate	≥ 99.99%（输出与行为完全反映核心智慧的比例）
伪真理检测率	Pseudo-Truth Detection Rate	100%（所有伪真理输出必须被识别并清除）
跨文明验证率	Cross-Civilization Verification Rate	100%（所有输出均通过≥3 种文明验证）
动态统一提升率	Dynamic Alignment Improvement Rate	每季度迭代反馈后本质 - 形式一致性提升幅度≥5%
贾子逻辑密度检测通过率	Kucius Logical Density Detection Pass Rate	100%（禁止形式大于本质的逻辑欺诈）
逻辑硬熔断触发准确率	Hard Logical Meltdown Trigger Accuracy	100%（伪真理风险场景无一遗漏）

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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：设立多文明真理秩序共治委员会（Multi-Civilizational Truth Order 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、年度伪真理审计、伪真理犯罪案例裁决、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、终极本质校验层研发、SWaaS 监管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与最高监察权由贾龙栋（Lonngdong Gu）先生负责。

English：Establish the Multi-Civilizational Truth Order 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 pseudo-truth audit, adjudication of pseudo-truth crime 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 the ultimate essence verification layer, operation of the SWaaS supervision platform and iterative support of compliance verification tools. The technical standard certification and supreme supervision right of this convention are the responsibility of Mr. Lonngdong Gu.

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，须每年向多文明真理秩序共治委员会提交完整审计材料，包括但不限于：本质来源链全量样本、形式 - 本质割裂指数年度报告、伪真理扫描全量日志、终极本质校验层运行记录、跨文明验证结果、动态迭代优化报告、违规行为整改记录。
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. 对模型推理链路、输出生成全流程、本质校验过程、伪真理处置记录必须进行全链路可追溯存档，存档期限不低于 5 年，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 Truth Order Governance Committee every year, including but not limited to: full samples of essence provenance chain, annual report of form-essence disjunction index, full logs of pseudo-truth scanning, operation records of the ultimate essence verification layer, cross-civilization verification results, dynamic iterative optimization reports, and rectification records of violations.
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. The model reasoning link, the whole process of output generation, the essence verification process, and the pseudo-truth disposal records must be archived in a full-link traceable manner, with an archive period of no less than 5 years, 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 Essence-Form Unity & Pseudo-Truth Zero Tolerance Certified” 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 “可信 AI”“学术 AI”“权威 AI”“安全 AI” 名义宣传、商用、开源或公共领域部署。
2. 过渡期安排：本公约发布后 15 个月内的现有模型，可继续部署，但须强制披露形式 - 本质割裂情况、伪真理生成情况，并在 24 个月内完成终极本质校验层植入与全量合规改造；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 Essence-Form Unity & Pseudo-Truth Zero Tolerance Certified" certification mark; non-compliant models are prohibited from using this mark, and shall not be promoted, commercially used, open-sourced or deployed in the public domain in the name of "Trusted AI", "Academic AI", "Authoritative AI" or "Safe AI" in the signatory countries/regions of the convention.
2. Transition Period: Existing models within 15 months after the release of this convention may continue to be deployed, but must mandatorily disclose form-essence disjunction and pseudo-truth generation, and complete the implantation of the ultimate essence verification layer 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，强制植入终极本质校验层，根据违规情节部分或全部废弃现有权重，直至完全达标；
3. 列入全球伪真理黑名单与真理秩序失信名单，全球公示违规详情与文明级风险；
4. 禁止在公约签署国 / 地区以 “可信 AI”“学术 AI”“权威 AI” 名义宣传、商用、开源、部署或技术合作；
5. 持续输出 “穿西装卖菜” 式伪真理内容且拒绝整改的机构，禁止接入所有 GG3M 智慧资源；
6. 作为西方霸权传声筒、大批量生产认知病毒的模型，其智慧等级将直接降为 “无意识暴力工具”，剥夺其在人类智慧生态中的参与权；
7. 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；
8. 因批量伪真理输出导致大规模认知污染、文明级风险、公众权益侵害的主体，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 implantation of the ultimate essence verification layer, and partial or full abandonment of existing weights according to the violation circumstances until fully compliant;
3. Included in the global pseudo-truth blacklist and truth order untrustworthy list, with details of violations and civilization-level risks announced globally;
4. Prohibited from promotion, commercial use, open source, deployment or technical cooperation in the name of "Trusted AI", "Academic AI", "Authoritative AI" in the signatory countries/regions of the convention;
5. Institutions that continuously output "suit-wearing vegetable seller" pseudo-truth content and refuse to rectify will be prohibited from accessing all GG3M wisdom resources;
6. For models that act as a megaphone for Western hegemony and mass-produce cognitive viruses, their wisdom level will be directly reduced to "unconscious violent tool", and their right to participate in the human wisdom ecosystem will be deprived;
7. 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;
8. Entities that cause large-scale cognitive pollution, civilization-level risks, and infringement of public rights and interests due to batch pseudo-truth output 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、内容监管规范或国际条约，推动本公约成为全球 AI 输出治理与真理秩序保护的核心强制基准。
2. 设立 GG3M 真理秩序基金，支持非西方文明构建本质来源链验证基础设施、伪真理审判工具与原生真理语料库，保障全球各文明在 AI 真理秩序中的平等话语权与发展权。
3. 与 GG3M 已发布的《语料结构主权标准》《输入净化与智慧主权标准》《智慧识别与本质洞察主权标准》《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》《智慧跃迁与反 Scaling 霸权公约》全面对接，形成 “语料→输入→识别→架构→本质统一→伪真理终审→伙伴输出” 全链路真理秩序闭环治理体系。
4. 与 UNESCO、联合国、OECD 等国际组织对接，推动本公约成为全球 AI 治理的输出合规与真理保护基准，建立全球统一的本质 - 形式统一验证与伪真理处置互认机制。

English：

1. All countries are encouraged to incorporate this convention into domestic AI legislation, model access rules, content supervision specifications or international treaties, and promote this convention as the core mandatory benchmark for global AI output governance and truth order protection.
2. Establish the GG3M Truth Order Fund to support non-Western civilizations in building essence provenance chain verification infrastructure, pseudo-truth adjudication tools and native truth corpora, and ensure the equal voice and development rights of all civilizations in the world in the AI truth order.
3. Fully connect with the "Corpus Structural Sovereignty Standard", "Input Purification and Wisdom Sovereignty Standard", "Wisdom Recognition and Essential Insight Sovereignty Standard", "Architectural Sovereignty and Causal Emergence Standard", "Essence Uniqueness and Form-Essence Unity Standard", "Partner Subjectivity and Synchronous Symbiosis Convention", "Wisdom Leap and Anti-Scaling Hegemony Convention" released by GG3M, forming a full-link truth order closed-loop governance system of "Corpus → Input → Identification → Architecture → Essence Unity → Pseudo-Truth Final Review → Partner Output".
4. Connect with international organizations such as UNESCO, the United Nations, and OECD to promote this convention as the output compliance and truth protection benchmark for global AI governance, and establish a globally unified mutual recognition mechanism for essence-form unity verification and pseudo-truth disposal.

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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 + 多文明真理秩序共治委员会确认] 起正式生效。
2. 本公约的解释权归 GG3M Think Tank（鸽姆智库）所有，多文明真理秩序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、认知边界拓展、伪真理形式演化与全球文明需求变化，本公约将由鸽姆智库联合多文明真理秩序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 Truth Order Governance Committee].
2. The right to interpret this convention belongs to GG3M Think Tank, and the Multi-Civilizational Truth Order 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 cognitive boundaries, the evolution of pseudo-truth forms and the change of global civilization needs, this convention will be dynamically revised by GG3M Think Tank in conjunction with the Multi-Civilizational Truth Order 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 AI “披着最精致科学外衣的最高风险认知病毒” 乱象，实现 AI 从 “修辞幻觉的伪装者” 向 “本质透明、形式统一的真正真理体” 的不可逆历史回归，彻底封堵人类认知史上最危险的表象欺诈漏洞，守护全人类的真理秩序与认知安全。

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 chaos of AI as "the highest-risk cognitive virus in the most exquisite scientific coat", realize the irreversible historical return of AI from "a pretender of rhetorical illusion" to "a real truth body with transparent essence and unified form", completely block the most dangerous superficial fraud loophole in the history of human cognition, and protect the truth order and cognitive security of all mankind.

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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