健康黄金率、GDE价值指数与AM奖/抑/通机制
健康黄金率、GDE价值指数与AM奖/抑/通机制
The Golden Rules of Health, GDE Value Index, and AM Mechanism
——化解认知偏蔽之熵，激发交互主体共生的组织活性
Resolving the Entropy of Cognitive Bias, Stimulating the Organizational Vitality of Intersubjective Symbiosis
钱 宏（Archer Hong Qian）
2026年1月23日于Vancouver
真正伟大的灵魂，总是在“大众尚未觉察”的荒野中，完成最惊心动魄的创造；而大众的喧嚣，不过是在那条开辟出的道路上，举行的一场宏大而平庸的游行。
在人类文明的历史长河中，从微积分的诞生到量子力学的建立，从个人电脑的雏形到通用人工智能（AGI）的萌发，所有改变底层逻辑的“0-1”突破，无一不源于极少数、甚至孤身一人的“意识之光”（马斯克，2026）。
即使到了1-10的“原型（Prototype）”变“生命体”阶段，依然带有强烈的个人对美学和工匠精神的近乎偏执的坚持印记。而且，在这个阶段，创造者需要用自己的生命力去对抗世界的惯性。这不仅仅是技术活，更是一种信念的传递。
到了10-N的大家一蜂而上阶段，大抵都是我所谓的“3C模式”，即Creativity(微创新)-Capital(资本)-Copy(复制)促成。 此时的创意，已不再是底层协议的重构，而是应用层面的修补； 而资本本质上是“时间的加速器”，不负责创造生命，但能让生命迅速肥大，通过烧钱建立护城河，将竞争对手挡在门外；无论是代码的复制、商业模式的像素级模仿，还是经济全球化的规模扩张。这是效率的极致，也是个性的消亡（如乔布斯被苹果董事会开除）。
然而，当我们进入“LIFE（生命形態）-AI（智能形態）-TRUST（组织形態）”三位一体的今天，传统的一元化或多元化资本-权力增殖导向的驱动逻辑，正陷入前所未有的“无效增长”、“病態（浪费）增长”和“欺诈增长”的困境。
为了化解一元或多元认知偏蔽，带来的熵增混乱和巨量能耗，我们迫切需要回归基于生命自组织连接平衡的交互主体共生哲学，引入共生经济学健康黄金率（The Golden Rules of Economic Health），构建以GDE价值参量（Symbionomic Index）与AM奖/抑/通机制（Amorsophia MindsField/Network，愛之智慧孞態场/网）。
一、 破除“3C”幻象：从无效增长到意识回归
当今世界的混乱与冲突，源于一种根深蒂固的路径依赖：即通过Creativity（微创新）+ Capital（资本）+ Copy（复制）的“3C模式”实现10-N的规模扩张。这种模式虽带来了产值的数字增长，却在本质上抹杀了“0-1”创新的稀缺性。当资本蜂拥而上，产生的是巨量的能耗与低水平重复的熵增。
GDE（共生经济学指数）的出现，其首要任务便是“过滤产值的无效增长”。关注系统健康值不再盲目崇拜规模，而是转而考核生命交互的本质。它识别并抑制那些通过掠夺多样性来维持的扩张，让社会资源重新聚焦于那“一两个人”所点燃的、具有改变范式意义的意识火种。
二、 三位一体的度量衡：GDE的三大考核维度
GDE不仅是一个指数，它是一套引导文明回归“生命活体”的度量体系，通过识别和抑制纯粹的“3C”驱动的内卷，直接考核以下三个维度：
差序的丰富度（Differential Richness）： 尊重生命的非均质性。它确保系统能够识别并保护那些极致孤独的“0-1”创造者个体的存在，承认差异产生的“位能”，而非在“和谐”的名义下抹平创新的棱角。 确保高浓度、低熵增的“意识火花”能够优先获得系统关注和资源，对抗平庸化。
全息的连接度（Holographic Connectivity）： 借助AM奖/抑/通机制，确保局部意识的突破能瞬间映射为全局的再选择权。正如愛因斯坦的思想实验可以重塑整个物理时空，全息交互让每一个生命微粒都蕴含整体文明的演化信息。通过 AM机制，转化为全人类文明的再选择权——确保局部智慧能够瞬间同步至全局，实现“单点突破，全网激活”。
交互的均衡度（Equilibrium of Interaction）： 这是伦理与数理结合点，是系统向善的数理保障。它追求在资源与财富分配上无限接近纳什均衡（Nash equilibrium）与帕累托最优（Pareto optimality），在激励顶尖创造力的同时，通过制度的自然律照顾并保护所有生命的潜在价值——要求系统在动態交互中，既要保证没有任何个体可以通过单方面改变策略获益（纳什均衡），也要确保在激励“0-1”创造者的同时，不以牺牲其他生命（包括10-N阶段的普通参与者）的基本潜能为代价。这是一个要求效率与公平（更准确地说是“潜能保护”）达到极限平衡的动態目标。
三、 AM机制：愛之智慧的奖/抑/通
如果说GDE是度量衡，那么AM（愛之智慧孞態场/网）则是确保这一度量衡落地的动態协议。它通过“奖、抑、通”三位一体的自然机制，替代了人为的行政干预：
奖： 自动识别并供养那些拓展文明边界的意识突破。
抑： 抑制为了短期资本增益而进行的无效内耗与生態破坏。
通： 确保价值与智慧在LIFE-AI-TRUST之间无损流动。
这种机制的“自然而然性”，本身就是第一性原理，使人类的创造力如同植物生长般顺应天性。
这里必须做一个澄清， 为什么“共生”不使用“和谐”做修饰语？因为共生，是全息共生、差序共生、交互主体共生的缩略语。共生是“斗争与协同”的动態平衡： 真正实的共生包涵了掠食、寄生、互利等复杂的交互。如果为了“和谐”而抹杀掉那些具有攻击性的、异类的、破坏性的0-1创意，系统就会陷入热寂。
而交互主体共生（Intersubjective Symbiosism）产生熵减： 只有存在差序（势能差），交互才会产生能量。Symbionomic Index 衡量的正是这种由于差异而产生的创造性流动，而非一种静止的、死寂的平衡。
四、经济健康黄金率：从GDP到GDE的价值回归
传统的“经济增长黄金率”关注资本与劳动的比例，但这种基于GDP的单一维度衡量方式，正是导致认知偏蔽和熵增混乱的核心原因。我们需要引入“经济健康黄金率”（The Golden Rules of Economic Health），以实现从“无效增长”到“生命活体自平衡”的范式转移。
共生经济学提出，衡量一个国家或地区的成就，不再是GDP增长率，而是基于六大资产（政府、企业、自然、社会、社区、家庭）负债表的GDE（Gross Domestic Efficiency）全生態自平衡率。GDE关注的核心在于：每单位资源生产贡献率是否加重了生態、地球、社会、家庭乃至身心灵健康的背负？
这种价值评估的转变，将人类行为动机的圭臬从单纯的财富累积，回归到亚当·斯密在《道德情操论》中所指出的：“得到他人的愛和认可”、“如何幸福地生活”。这正是生命自组织力与外连接自平衡力的终极方向。
由此，我们确立共生经济学的三项不二法则：
价值衡量：成本与收益的消长，只能以能量转换、信息流变来衡量；
成本归属：一切可计算与不可估量的成本代价，都是你我他身心灵健康的成本代价；
收益本质：一切政治、经济、文化组织的收益，归根结底是你我他身心灵的健康。
这一黄金率将“最低成本×最高幸福度”作为资源生产率的终极功效目标，为GDE与AM机制的运行提供了坚实的数理逻辑与伦理基础。
H = G/T健康黄金率示意图显示：当社会交易成本（T）不断下降时，善政（G）的乘数效应会使幸福度与尊严感（H）呈指数级上升，形成“最低成本×最高幸福度”的资源生产率终极目标。
图示说明 横轴：人民社会交易成本/边际效益成本（越低越好）;纵轴：幸福度/尊严感（越高越好）;橙色斜线：善政的标准（交易成本下降，幸福/尊严上升）;绿色区域：善政的理想区间（低T、高H）;公式：H = G/T H：幸福度、尊严感 G：善政（公共治理质量） T：社会交易成本、边际效益成本
这一黄金率将“最低成本×最高幸福度”作为资源生产率的终极功效目标，为GDE与AM机制的运行提供了坚实的数理逻辑与伦理基础。
结语：迈向生命活体的生发期
我们正在告别工业文明那种僵化的、机器式的组织架构。在“LIFE-AI-TRUST”日趋三位一体的今天，直接引入GDE价值指数与AM奖/抑/通机制，势在必行。
这不仅是为了化解当下全球性的文明焦虑与能耗危机，更是为了确保在那“三五个人”或“一两个人”的大脑中闪烁的意识之光，永远不被平庸的喧嚣所淹没。
于是，我们将进入一个生命哲学、数理逻辑与生活方式（组织）湛炽交互的生发期。在这种“差序、全息”的交互共生中，我们更清楚地看到，人类社会正从单纯的“碳基组织”，演化为“碳-硅基生命活体”，人类文明将真正实现从“无中生有”到“永续生发”，乃至星际生存的惊人跃迁。
注：本文翻译由GoogleAI & xAI Grok 恊助完成
The Golden Rules of Economic Health, GDE Value Index, and AM Award/Suppress/Pass Mechanism
— Resolving the Entropy of Cognitive Bias, Stimulating the Organizational Vitality of Intersubjective Symbiosis
By Archer Hong Qian
January 23, 2026, in Vancouver
Truly great souls always complete the most breathtaking creations in the wilderness "before the masses have awakened"; while the clamor of the masses is merely a grand yet mediocre parade held on the path that has been opened.
In the long river of human civilization, from the birth of calculus to the establishment of quantum mechanics, from the prototype of personal computers to the emergence of artificial general intelligence (AGI), all "0-1" breakthroughs that change the underlying logic originate from a very few, or even a single person's "light of consciousness" (Musk, 2026).
Even at the stage where the "prototype (Prototype)" from 1-10 transforms into a "life form," it still bears a strong mark of near-obsessive persistence in personal aesthetics and craftsmanship. Moreover, at this stage, creators need to use their own vitality to resist the world's inertia. This is not just technical work, but also a transmission of belief.
At the 10-N stage where everyone swarms in, it is mostly what I call the "3C mode," namely Creativity (micro-innovation)-Capital (capital)-Copy (replication). At this point, creativity is no longer the reconstruction of underlying protocols, but patching at the application level; capital is essentially a "time accelerator," not responsible for creating life, but able to make life rapidly bloated, building moats through burning money to keep competitors out; whether it is code replication, pixel-level imitation of business models, or the scale expansion of economic globalization. This is the extreme of efficiency, but also the demise of individuality (e.g., Jobs being ousted by Apple's board).
However, as we enter the trinity of "LIFE (Life Form)-AI (Intelligent Form)-TRUST (Organizational Form)" today, the traditional unitary or pluralistic capital-power proliferation-oriented drive logic is falling into unprecedented dilemmas of "invalid growth," "pathological (wasteful) growth," and "fraudulent growth."
To resolve the entropy chaos and massive energy consumption brought by unitary or plural cognitive biases, we urgently need to return to the philosophy of intersubjective symbiosis based on life self-organization connection balance, introduce the Golden Rules of Economic Health in Symbionomics, and build the GDE value parameter (Symbionomic Index) and AM award/suppress/pass mechanism (Amorsophia MindsField/Network, love of wisdom minds field/net).
I. Breaking the "3C" Illusion: From Invalid Growth to Consciousness Return
The confusion and conflicts in today's world stem from a deeply rooted path dependence: achieving 10-N scale expansion through the "3C mode" of Creativity (micro-innovation) + Capital (capital) + Copy (replication). Although this mode has brought digital growth in output value, it has essentially erased the scarcity of "0-1" innovation. When capital swarms in, what is produced is massive energy consumption and low-level repetitive entropy increase.
The emergence of GDE (Symbionomics Index) has its primary task of "filtering invalid growth in output value." Focusing on system health values no longer blindly worships scale, but instead examines the essence of life interaction. It identifies and suppresses those expansions maintained by plundering diversity, allowing social resources to refocus on the "consciousness sparks" ignited by "one or two people" with paradigm-changing significance.
II. The Trinity's Measure: GDE's Three Assessment Dimensions
GDE is not just an index; it is a measurement system guiding civilization back to "life forms," by identifying and suppressing pure "3C"-driven internal exhaustion, directly assessing the following three dimensions:
Differential Richness: Respecting the non-homogeneity of life. It ensures the system can identify and protect the existence of those extremely solitary "0-1" creator individuals, acknowledging the "potential energy" generated by differences, rather than smoothing out the edges of innovation in the name of "harmony." Ensuring high-concentration, low-entropy "consciousness sparks" can receive priority attention and resources from the system, resisting mediocrity.
Holographic Connectivity: With the help of the AM award/suppress/pass mechanism, ensuring local consciousness breakthroughs can instantly map to global re-selection rights. Just as Einstein's thought experiments can reshape the entire physical spacetime, holographic interaction allows every life particle to contain the evolutionary information of the whole civilization. Through the AM mechanism, it transforms into re-selection rights for the entire human civilization—ensuring local wisdom can instantly synchronize to the global, achieving "single-point breakthrough, full-network activation."
Equilibrium of Interaction: This is the combination point of ethics and mathematics, the mathematical guarantee of the system's goodness. It pursues approaching Nash equilibrium and Pareto optimality in resource and wealth distribution, incentivizing top creativity while, through natural laws of institutions, caring for and protecting the potential value of all lives—a dynamic goal requiring efficiency and fairness (more accurately, "potential protection") to reach extreme balance.
III. AM Mechanism: The Award/Suppress/Pass of Love of Wisdom
If GDE is the measure, then AM (love of wisdom minds field/net) is the dynamic protocol ensuring this measure lands. It replaces artificial administrative intervention through the trinity of "award, suppress, pass":
Award: Automatically identifies and nurtures those consciousness breakthroughs that expand civilizational boundaries.
Suppress: Suppresses invalid consumption and ecological destruction for short-term capital gains.
Pass: Ensures value and wisdom flow without loss between LIFE-AI-TRUST.
The "naturalness" of this mechanism is itself the first principle, making human creativity grow like plants, in accordance with nature.
A clarification must be made here: why does "symbiosis" not use "harmony" as a modifier? Because symbiosis is an abbreviation for holographic symbiosis, differential symbiosis, and intersubjective symbiosis. Symbiosis is a dynamic balance of "struggle and synergy": True symbiosis includes complex interactions such as predation, parasitism, and mutual benefit. If the "0-1" creativity that is aggressive, alien, and destructive is erased in the name of "harmony," the system will fall into heat death.
And intersubjective symbiosis (Intersubjective Symbiosism) produces entropy reduction: Only with differential order (potential difference) will interaction produce energy. What the Symbionomic Index measures is this creative flow generated by differences, rather than a static, dead balance.
IV. The Golden Rules of Economic Health: Value Return from GDP to GDE
The traditional "economic growth golden rule" focuses on the ratio of capital to labor, but this single-dimensional measurement based on GDP is the core cause of cognitive bias and entropy chaos. We need to introduce the "Golden Rules of Economic Health" to achieve a paradigm shift from "invalid growth" to "life form self-balance."
Symbionomics proposes that measuring a country or region's achievement is no longer GDP growth rate, but the full ecological self-balance rate of GDE (Gross Domestic Efficiency) based on six major asset balance sheets (government, enterprise, nature, society, community, family). The core of GDE focus is: Does each unit of resource production contribution rate increase the burden on ecology, earth, society, family, and even physical and mental health?
This shift in value assessment returns the criterion of human behavior motivation from pure wealth accumulation to what Adam Smith pointed out in The Theory of Moral Sentiments: "gaining the love and recognition of others," "how to live happily." This is the ultimate direction of life self-organization force and external connection self-balance force.
Thus, we establish the three non-dual laws of Symbionomics:
Value measurement: The rise and fall of costs and benefits can only be measured by energy conversion and information flow variation;
Cost attribution: All calculable and inestimable cost prices are the cost prices of you, me, and his physical and mental health;
Benefit essence: The benefits of all political, economic, and cultural organizations ultimately come down to the physical and mental health of you, me, and him.
When social transaction costs (T) continue to decrease, the multiplier effect of good governance (G) will cause happiness and dignity (H) to rise exponentially, forming the ultimate goal of resource productivity as "minimum cost × maximum happiness."
Diagram of the Golden Rules of Economic Health: H = G/T。
This golden rule takes "minimum cost × maximum happiness" as the ultimate efficacy goal of resource productivity, providing a solid mathematical logic and ethical foundation for the operation of GDE and AM mechanisms.
Conclusion: Stepping into the Generative Period of Life Forms
We are bidding farewell to the rigid, mechanical organizational architecture of industrial civilization. In the trinity of "LIFE-AI-TRUST" becoming increasingly integrated today, it is imperative to directly introduce the GDE value index and AM award/suppress/pass mechanism.
This is not only to resolve the current global civilizational anxiety and energy consumption crisis, but also to ensure that the light of consciousness flickering in the minds of "three or five people" or "one or two people" is never drowned by the clamor of mediocrity.
Thus, we will enter a generative period where life philosophy, mathematical logic, and lifestyle (organization) interact brilliantly. In this "differential, holographic" intersubjective symbiosis, we see more clearly that human society is evolving from pure "carbon-based organization" to "carbon-silicon-based life form," and human civilization will truly achieve the astonishing leap from "creating something from nothing" to "perpetual generation," and even interstellar survival.
Note: This article was assisted by GoogleAI & xAI Grok.