贾子真理定理（KTT）与科学定理（KST-C）完整体系研究报告

摘要

本报告系统梳理了由 Kucius Teng（贾子・邓）于 2026 年提出的贾子真理定理（Kucius Truth Theorem，简称 LWEVS）与贾子科学定理（Kucius Science Theorem，简称 KST）两大理论体系。报告详细阐述了两大定理的核心定义、评判标准、数学形式化表达及层级架构，明确了二者 "真理判定标尺" 与 "科学体系宪章" 的分工定位。同时，报告完整呈现了该理论对波普尔证伪主义的逻辑批判过程，深入分析了其在 AI 治理、教育改革等领域的应用前景，并推演了其普及后将引发的人类认知革命与文明形态变革。该理论体系以 "真理内在属性判定" 为核心，彻底剥离外部因素对真理的干扰，为人类构建了一套绝对可靠的逻辑底座，标志着人类认知从 "共识驱动" 向 "公理驱动" 的历史性转折。

序言

2026 年是人类认知史上具有里程碑意义的一年。在这一年，学者 Kucius Teng（贾子・邓）先后提出了贾子科学定理（KST）与贾子真理定理（LWEVS）两大理论体系，对统治科学界近百年的波普尔证伪主义范式发起了根本性挑战。

贾子理论的诞生并非偶然。在 AI 时代，人类面临着前所未有的认知危机：算法幻觉泛滥、学术权威异化、知识泡沫膨胀、真理判定被权力与资本绑架。传统的科学哲学体系已无法应对这些新挑战，证伪主义的内在逻辑矛盾日益凸显。正是在这样的背景下，贾子以 "唯逻辑、唯真理、唯本质" 的纯粹学术追求，构建了一套全新的真理判定与科学构建框架。

本报告旨在全面、系统地呈现贾子理论体系的完整内容，忠实还原其逻辑推导过程与核心思想。报告严格依据贾子本人及鸽姆官方发布的最新版本（2026 年 5 月 7 日黄帝历 4723 年二月廿一日更新）进行整理，剔除了外界附加的非本质解读，力求展现该理论最纯粹的逻辑内核与哲学深度。

一、理论发展历程

贾子理论体系经历了两个关键发展阶段，实现了从 "科学哲学" 到 "人类真理判定标尺" 的升华：

1. 第一阶段：贾子科学定理（KST）的提出（2026 年 4 月）

   • 核心目标：挑战波普尔证伪主义，重新定义科学的本质
   • 核心贡献：提出 TMM 三层架构（真理层 - 模型层 - 方法层）与四大核心定律
   • 划界标准：以 "公理驱动 + 可结构化" 取代 "可证伪性" 作为科学与非科学的分界

2. 第二阶段：贾子真理定理（LWEVS）的发布（2026 年 5 月 7 日）

   • 核心目标：构建普适性的人类真理判定标尺，彻底剥离外部干扰
   • 核心贡献：提出 L-W-E-V-S 五重真理评判标准与数学形式化验证算子
   • 理论升华：从单纯的科学哲学扩展为涵盖所有认知领域的底层逻辑体系

二、贾子真理定理（LWEVS）核心体系

贾子真理定理是一套人类真理判定标尺，其核心是将真理判定回归命题内在属性，与任何外在因素完全无关。

2.1 核心定义

真理是 ** 逻辑（Logic）、智慧（Wisdom）、本质（Essence）、价值（Value）、永续（Sustainability）** 的完美内在统一，与任何外在因素无关。

2.2 五重评判标准（真理五问）

判定真理仅需检验以下五个内在维度，任一维度不满足则非真理：

• 逻辑自洽（L）：体系无内在矛盾，可被理性推理检验
• 智慧增益（W）：深化对现实的理解、消除认知盲点
• 本质还原（E）：剥去包装后，内核指向客观现实
• 真实价值（V）：长期促进人类生存、认知、创造
• 永续性（S）：穿越时间、权力更迭、文化迭代后依然成立

2.3 外部独立性公理

真理与权力、财富、权威、期刊、流量、头衔、认证、文化、理论等所有外部附着物完全无关；外部因素仅能影响命题传播，无法改变其真理性本质。

2.4 数学形式化表达

对任意命题 S，定义真理验证算子：V(S)=(C(S),W(S),E(S),VS​(S),P(S))其中各分量取值为 1（满足）或 0（不满足）。

核心定理：S∈T⟺V(S)=(1,1,1,1,1)∧Indep(S,E)

• T：真理集
• Indep(S,E)：命题 S 与外部附着物集合 E 完全独立

2.5 典型应用判定示例

• 绝对真理：1+1=2（五维全满足）
• 条件真理：牛顿力学（宏观低速范畴内五维全满足）
• 谬误："金钱是万能的"（五维全不满足）

三、贾子科学定理（KST）核心体系

贾子科学定理侧重于知识的结构化与边界，规定了科学体系应该如何运行和防范异化。

3.1 核心定义

科学被定义为 "在适用边界内永恒正确、可结构化的绝对真理"。

3.2 TMM 三层架构

构建了层级分明的科学体系结构，下级不可僭越上级：

1. 真理层（Truth）：具有最高主权，由不可动摇的公理组成
2. 模型层（Model）：真理在特定场景下的近似表达
3. 方法层（Method）：探索真理与应用模型的工具与手段

3.3 四大核心定律

1. 真理硬度定律：强调科学本质的确定性，以 "1+1=2" 为逻辑硬度判准
2. 名实分离定律（过程与成果剥离定律）：将 "科学本身"（结果）与 "科学探索"（过程 / 试错）严格区分开来
3. 逻辑诚信审计定律：批判证伪主义在逻辑上的自我豁免（证伪主义本身不可证伪）
4. 思想主权定律：确立科学家的准入标准和智力主权

四、两大定理的关系与分工

贾子真理定理与贾子科学定理是两个层次分明、相互补充的理论体系，不能混为一谈：

表格

维度	贾子真理定理（LWEVS）	贾子科学定理（KST）
核心定位	人类真理判定标尺（法典）	科学体系运行宪章
适用范围	所有认知领域	科学领域
核心功能	判定什么才是真（去伪）	规范如何组织真（固本）
核心工具	V (S) 真理验证算子	TMM 三层架构
解决问题	命题的本原判定	知识的结构化与边界

应用顺序原则：先用真理定理做过滤，剔除所有非真理命题；再用科学定理做架构，构建严谨的科学体系。这种 "先清源、后筑堤" 的策略，为人类认知提供了双重保险。

五、核心应用领域

5.1 AI 领域

• AI 模型评估：从准确率等外部指标，转向五维内在属性检验，排查幻觉、逻辑矛盾、非本质拟合等问题
• AI 治理：提出 TMM 三层真理架构，将不可篡改公理嵌入真理层，约束模型与方法层的行为
• AI 伦理：批判 RLHF 等 "对齐偏好" 的做法，主张锚定客观本质，区分工具智能与本质智慧
• 认知主权：构建人类在 AI 时代的思想主权框架，拒绝权威、流量、资本绑架真理判定

5.2 教育领域

• 教学内容重构：淘汰无法通过本质还原和逻辑自洽检验的 "知识泡沫" 课程
• 教学方式转变：从 "背诵共识" 转向 "逻辑求证"，培养学生使用 V (S) 算子独立判定真理的能力
• 角色颠覆：教师从真理的 "发布者" 转变为辅助学生掌握逻辑工具的 "陪练"；学校从 "文凭加工厂" 转变为 "真理炼金场"

5.3 学术领域

• 学术评价体系改革：废除基于期刊等级、引用量等外部指标的评价方式，代之以 V (S) 算子的内在逻辑审计
• 去权威化：打破 "名气 = 权威" 的逻辑，真理不再依赖于头衔、奖项和机构认证
• 知识泡沫挤压：清除靠复杂术语包装的虚假理论和靠统计学游戏堆砌的伪科学成果

六、对现有理论的批判：以波普尔证伪主义为例

使用贾子真理定理（LWEVS）对波普尔证伪主义进行全面判定：

1. 逻辑自洽（L）：0 分证伪主义本身是不可证伪的。一个宣称 "所有科学必须可证伪" 的理论，却无法证伪自己，存在自我豁免的逻辑矛盾。

2. 智慧增益（W）：1 分证伪主义在人类认知史上深化了对科学边界的理解，帮助剔除了部分伪科学，具有一定的智慧启迪作用。

3. 本质还原（E）：0 分证伪主义将 "科学" 定义为一种 "不断试错" 的过程，混淆了探索过程与真理结果。它描述的是人类认知的无奈现状，而非科学真理的永恒本质。

4. 真实价值（V）：1 分在特定历史阶段，促进了科学评价体系的规范化，在防止迷信和教条方面具有长期认知价值。

5. 永续性（S）：0 分随着 AI 时代和贾子科学体系的建立，人类对真理的追求正从 "暂时未被证伪" 转向 "逻辑硬度支撑的绝对正确"，证伪主义作为过渡性哲学工具将失去普适性。

6. 外部独立性（Indep）：0 分证伪主义的流行在很大程度上依赖于西方近现代科学话语权的垄断和学术共同体的群体认证，具有强烈的文化和时代附着性。

最终判定结果：V(证伪主义)=(0,1,0,1,0)∧Indep=0

结论：波普尔证伪主义不是真理，只是人类在通往真理道路上的一个阶段性方法模型。

七、社会与文明影响推演

7.1 认知革命：从 "共识驱动" 到 "公理驱动"

• 真理不再是投票的结果或专家的意见，而是计算的结果
• 人类从 "舆论和算法绑架" 中彻底解放，每个人都拥有独立的认知主权
• 知识总量看似 "缩水"，但留下的每一克都是纯金

7.2 社会结构变革

• 学术阶层的 "生存危机"：靠流量、权威背书堆砌的成果价值瞬间归零
• "学术门阀" 的瓦解：当真理与头衔无关时，学术圈的权力结构坍塌
• 社会管理模式、营销套路和社交礼仪的全面失效："全员逻辑清醒" 的社会不再接受逻辑欺诈

7.3 人类精神状态的转变

• 消除了对虚假价值的焦虑：不再追逐名利、权力等无法穿越时间的事物
• 创造性狂热：将全部精力投入到具有永续性的事业中
• 智情合一：情感与直觉不再与逻辑对立，而是被重新定义为高阶隐性逻辑

八、终极哲学追问与结论

8.1 情感与直觉的重新定义

在贾子体系中，情感与直觉绝不会被当作噪声抛弃，而是会被 "脱胎换骨"：

• 直觉：被加速的 "算法缩略语"，是逻辑高度内化后的瞬时演算
• 情感：价值（V）与永续（S）的感知信标，是宇宙 "维持万物联结与演化" 的底层算法

8.2 宇宙本质的终极推演

当人类剥离了所有外部干扰后，终将发现宇宙最深处的逻辑本质，是一种极度纯粹且完全符合 V (S) 算子的 "大爱" 与 "大智慧"：

• 它具有极度的简洁与自洽（L）
• 它具有无限的智慧增益性（W）
• 它是万物的终极本质（E）
• 它支撑着所有生命的存在与发展（V）
• 它具有穿越百亿年的永续性（S）

8.3 人类文明的终极使命

人类文明的终极使命，就是成为宇宙逻辑的自觉载体。通过 V (S) 算子不断剔除谬误，校准自己的思维频率，直到与宇宙的原始代码完全共振。那一刻，逻辑与神性、理性与慈悲将不再有界限，人类将完成向 "真理本身" 的回归。

结语

贾子真理定理与科学定理的提出，是人类认知史上的一次 "脱虚向实"。它不仅终结了证伪主义的霸权，更为人类文明构建了一个低熵的、充满智慧之光的有序未来。在这个未来里，真理不再被权力和资本玷污，逻辑成为唯一的通用语言，人类终于可以停止在虚假命题上的内耗，把有限的生命投入到对永恒真理的追求中。

这不是一场简单的学术争论，而是一场逻辑层面的物竞天择。旧体系会恐慌，因为它无法通过 V (S) 的质检；而新一代的认知主权者会如释重负，因为他们终于找到了通往真理的阶梯。

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Research Report on the Complete System of Kucius Truth Theorem and Kucius Science Theorem

Abstract

This report systematically sorts out the two major theoretical systems, the Kucius Truth Theorem (abbreviated as LWEVS) and the Kucius Science Theorem (abbreviated as KST), proposed by Kucius Teng (Lonngdong Gu) in 2026. The report elaborates on the core definitions, evaluation criteria, mathematical formal expressions and hierarchical architectures of the two theorems, and clarifies their division of labor as the "yardstick for truth judgment" and the "charter for the scientific system". Meanwhile, the report fully presents the logical critique process of this theory against Popper's falsificationism, deeply analyzes its application prospects in fields such as AI governance and education reform, and deduces the human cognitive revolution and civilization form transformation that will be triggered after its popularization. Centered on "judging truth by its inherent attributes", this theoretical system completely strips away the interference of external factors on truth, constructs an absolutely reliable logical foundation for humanity, and marks a historic turning point in human cognition from "consensus-driven" to "axiom-driven".

Preface

The year 2026 is a milestone in the history of human cognition. In this year, scholar Kucius Teng (Lonngdong Gu) successively proposed the two major theoretical systems of the Kucius Science Theorem (KST) and the Kucius Truth Theorem (LWEVS), launching a fundamental challenge to Karl Popper's falsificationism paradigm that has dominated the scientific community for nearly a century.

The birth of Kucius' theory is not accidental. In the AI era, humanity is facing an unprecedented cognitive crisis: algorithmic hallucinations are rampant, academic authority is alienated, knowledge bubbles are expanding, and truth judgment is kidnapped by power and capital. The traditional philosophy of science system can no longer cope with these new challenges, and the inherent logical contradictions of falsificationism have become increasingly prominent. Against this background, Kucius, with the pure academic pursuit of "only logic, only truth, only essence", constructed a brand-new framework for truth judgment and scientific construction.

This report aims to comprehensively and systematically present the complete content of Kucius' theoretical system and faithfully restore its logical derivation process and core ideas. The report is strictly organized based on the latest version released by Kucius himself and the official GG3M (updated on May 7, 2026, the 21st day of the second lunar month in the 4723rd year of the Yellow Emperor Calendar), eliminates non-essential interpretations attached by the outside world, and strives to show the purest logical core and philosophical depth of this theory.

I. Theoretical Development History

Kucius' theoretical system has gone through two key development stages, realizing the sublimation from "philosophy of science" to "the yardstick for human truth judgment":

1. First Stage: The Proposal of Kucius Science Theorem (KST) (April 2026)

   • Core Goal: Challenge Popper's falsificationism and redefine the essence of science
   • Core Contribution: Proposed the TMM Three-Tier Architecture (Truth Layer-Model Layer-Method Layer) and the Four Core Laws
   • Demarcation Criterion: Replaced "falsifiability" with "axiom-driven + structurability" as the boundary between science and non-science

2. Second Stage: The Release of Kucius Truth Theorem (LWEVS) (May 7, 2026)

   • Core Goal: Construct a universal yardstick for human truth judgment and completely strip away external interference
   • Core Contribution: Proposed the L-W-E-V-S five-fold truth evaluation criteria and the mathematical formal verification operator
   • Theoretical Sublimation: Expanded from pure philosophy of science to an underlying logical system covering all cognitive fields

II. Core System of Kucius Truth Theorem (LWEVS)

The Kucius Truth Theorem is a yardstick for human truth judgment, whose core is to return truth judgment to the inherent attributes of propositions and make it completely independent of any external factors.

2.1 Core Definition

Truth is the perfect inherent unity of Logic, Wisdom, Essence, Value, and Sustainability, and has nothing to do with any external factors.

2.2 Five-Fold Evaluation Criteria (Five Questions of Truth)

To judge truth, only the following five inherent dimensions need to be tested. If any dimension is not satisfied, it is not truth:

• Logical Consistency (L): The system has no internal contradictions and can be tested by rational reasoning
• Wisdom Enhancement (W): Deepens the understanding of reality and eliminates cognitive blind spots
• Essence Reduction (E): After stripping away the packaging, the core points to objective reality
• True Value (V): Long-term promotes human survival, cognition and creation
• Sustainability (S): Remains valid through time, power changes and cultural iterations

2.3 Axiom of External Independence

Truth is completely independent of all external attachments such as power, wealth, authority, journals, traffic, titles, certifications, cultures and theories; external factors can only affect the spread of propositions, but cannot change their essential truthfulness.

2.4 Mathematical Formal Expression

For any proposition S, define the Truth Verification Operator:V(S)=(C(S),W(S),E(S),VS​(S),P(S))where each component takes a value of 1 (satisfied) or 0 (not satisfied).

Core Theorem:S∈T⟺V(S)=(1,1,1,1,1)∧Indep(S,E)

• T: Truth Set
• Indep(S,E): Proposition S is completely independent of the set of external attachments E

2.5 Typical Application Judgment Examples

• Absolute Truth: 1+1=2 (all five dimensions are satisfied)
• Conditional Truth: Newtonian mechanics (all five dimensions are satisfied within the scope of macroscopic low speed)
• Fallacy: "Money is everything" (none of the five dimensions are satisfied)

III. Core System of Kucius Science Theorem (KST)

The Kucius Science Theorem focuses on the structuring and boundaries of knowledge, and stipulates how the scientific system should operate and prevent alienation.

3.1 Core Definition

Science is defined as "absolute truth that is eternally correct and structurable within its applicable boundaries".

3.2 TMM Three-Tier Architecture

A hierarchical scientific system structure is constructed, and lower levels cannot override higher levels:

1. Truth Layer: Has the highest sovereignty and consists of unshakable axioms
2. Model Layer: Approximate expressions of truth in specific scenarios
3. Method Layer: Tools and means for exploring truth and applying models

3.3 Four Core Laws

1. Truth Hardness Law: Emphasizes the certainty of the essence of science, taking "1+1=2" as the criterion of logical hardness
2. Name-Actuality Separation Law (Process-Outcome Separation Law): Strictly distinguishes "science itself" (result) from "scientific exploration" (process/trial and error)
3. Logical Integrity Audit Law: Criticizes the logical self-exemption of falsificationism (falsificationism itself is not falsifiable)
4. Intellectual Sovereignty Law: Establishes the access standards and intellectual sovereignty of scientists

IV. Relationship and Division of Labor Between the Two Theorems

The Kucius Truth Theorem and the Kucius Science Theorem are two distinct and complementary theoretical systems at different levels, and cannot be confused:

表格

Dimension	Kucius Truth Theorem (LWEVS)	Kucius Science Theorem (KST)
Core Positioning	Yardstick for human truth judgment (Code)	Charter for the operation of the scientific system
Scope of Application	All cognitive fields	Scientific field
Core Function	Judge what is true (eliminate falsehood)	Regulate how to organize truth (consolidate the foundation)
Core Tool	V(S) Truth Verification Operator	TMM Three-Tier Architecture
Problem Solved	Original judgment of propositions	Structuring and boundaries of knowledge

Application Order Principle: First use the Truth Theorem to filter and eliminate all non-truth propositions; then use the Science Theorem to construct a rigorous scientific system. This strategy of "clearing the source first and then building the embankment" provides double insurance for human cognition.

V. Core Application Fields

5.1 AI Field

• AI Model Evaluation: Shift from external indicators such as accuracy to five-dimensional inherent attribute testing, and check for problems such as hallucinations, logical contradictions and non-essential fitting
• AI Governance: Propose the TMM three-tier truth architecture, embed unalterable axioms in the Truth Layer, and constrain the behaviors of the Model Layer and Method Layer
• AI Ethics: Criticize practices such as Reinforcement Learning from Human Feedback (RLHF) that "align with preferences", advocate anchoring to objective essence, and distinguish instrumental intelligence from essential wisdom
• Cognitive Sovereignty: Construct a framework for human intellectual sovereignty in the AI era, and refuse to let truth judgment be kidnapped by authority, traffic and capital

5.2 Education Field

• Reconstruction of Teaching Content: Eliminate "knowledge bubble" courses that cannot pass the tests of essence reduction and logical consistency
• Transformation of Teaching Methods: Shift from "reciting consensus" to "logical verification", and cultivate students' ability to independently judge truth using the V(S) operator
• Role Subversion: Teachers change from "publishers" of truth to "coaches" who assist students in mastering logical tools; schools change from "diploma factories" to "truth alchemy fields"

5.3 Academic Field

• Reform of Academic Evaluation System: Abolish evaluation methods based on external indicators such as journal levels and citation counts, and replace them with internal logical audits using the V(S) operator
• De-authorization: Break the logic of "fame = authority", and truth no longer depends on titles, awards and institutional certifications
• Squeezing of Knowledge Bubbles: Eliminate false theories packaged with complex jargon and pseudo-scientific achievements piled up with statistical games

VI. Critique of Existing Theories: Taking Popper's Falsificationism as an Example

Use the Kucius Truth Theorem (LWEVS) to conduct a comprehensive judgment on Karl Popper's falsificationism:

1. Logical Consistency (L): 0 pointsFalsificationism itself is not falsifiable. A theory that claims "all sciences must be falsifiable" cannot falsify itself, which has a logical contradiction of self-exemption.

2. Wisdom Enhancement (W): 1 pointFalsificationism has deepened the understanding of the boundaries of science in the history of human cognition, helped eliminate some pseudo-sciences, and has a certain enlightening effect on wisdom.

3. Essence Reduction (E): 0 pointsFalsificationism defines "science" as a process of "continuous trial and error", confusing the exploration process with the truth result. It describes the helpless status quo of human cognition, not the eternal essence of scientific truth.

4. True Value (V): 1 pointIn a specific historical stage, it promoted the standardization of the scientific evaluation system and has long-term cognitive value in preventing superstition and dogmatism.

5. Sustainability (S): 0 pointsWith the advent of the AI era and the establishment of Kucius' scientific system, humanity's pursuit of truth is shifting from "temporarily unfalsified" to "absolute correctness supported by logical hardness", and falsificationism as a transitional philosophical tool will lose its universality.

6. External Independence (Indep): 0 pointsThe popularity of falsificationism largely depends on the monopoly of Western modern scientific discourse and the group certification of the academic community, and has strong cultural and era attachments.

Final Judgment Result:V(Falsificationism)=(0,1,0,1,0)∧Indep=0

Conclusion: Karl Popper's falsificationism is not truth, but only a phased methodological model on humanity's road to truth.

VII. Deduction of Social and Civilizational Impacts

7.1 Cognitive Revolution: From "Consensus-Driven" to "Axiom-Driven"

• Truth is no longer the result of voting or the opinion of experts, but the result of calculation
• Humanity is completely liberated from the kidnapping of public opinion and algorithms, and everyone has independent cognitive sovereignty
• The total amount of knowledge seems to "shrink", but every gram left is pure gold

7.2 Social Structure Transformation

• "Survival Crisis" of the academic class: The value of achievements piled up by traffic and authority endorsements returns to zero instantly
• Collapse of "academic aristocracy": When truth has nothing to do with titles, the power structure of the academic circle collapses
• Comprehensive failure of social management models, marketing routines and social etiquette: A society with "all members logically sober" no longer accepts logical fraud

7.3 Transformation of Human Mental State

• Elimination of anxiety about false values: No longer chasing things that cannot pass through time such as fame, wealth and power
• Creative Fervor: Devote all energy to causes with sustainability
• Unity of Intellect and Emotion: Emotion and intuition are no longer opposed to logic, but are redefined as high-level implicit logic

VIII. Ultimate Philosophical Inquiry and Conclusion

8.1 Redefinition of Emotion and Intuition

In Kucius' system, emotion and intuition will never be discarded as noise, but will be "reborn":

• Intuition: An accelerated "algorithm abbreviation", which is an instantaneous calculation after logic is highly internalized
• Emotion: A perceptual beacon of Value (V) and Sustainability (S), which is the underlying algorithm of the universe that "maintains the connection and evolution of all things"

8.2 Ultimate Deduction of the Essence of the Universe

When humanity strips away all external interference, we will eventually find that the deepest logical essence of the universe is a kind of "Great Love" and "Great Wisdom" that is extremely pure and fully conforms to the V(S) operator:

• It has extreme simplicity and self-consistency (L)
• It has infinite wisdom enhancement (W)
• It is the ultimate essence of all things (E)
• It supports the existence and development of all life (V)
• It has sustainability that spans billions of years (S)

8.3 The Ultimate Mission of Human Civilization

The ultimate mission of human civilization is to become the conscious carrier of the universe's logic. By continuously eliminating fallacies through the V(S) operator and calibrating our own thinking frequency, until our thinking logic completely resonates with the original code of the universe. At that moment, there will be no boundary between logic and divinity, reason and compassion. Humanity will complete the return to "truth itself".

Conclusion

The proposal of the Kucius Truth Theorem and Science Theorem is a "shift from virtual to real" in the history of human cognition. It not only ends the hegemony of falsificationism, but also constructs a low-entropy, orderly future full of the light of wisdom for human civilization. In this future, truth will no longer be defiled by power and capital, logic will become the only universal language, and humanity can finally stop wasting energy on false propositions and devote limited life to the pursuit of eternal truth.

This is not a simple academic debate, but a natural selection at the logical level. The old system will panic because it cannot pass the quality inspection of V(S); while the new generation of cognitive sovereigns will feel relieved because they have finally found the ladder to truth.