Underlying Algorithms and Social Robustness: A Christmas Reflection on the Evolution of Principles and Their Game Theory Logic

marsbitPublicado a 2025-12-29Actualizado a 2025-12-29

Resumen

In this Christmas reflection, Ray Dalio explores the role of principles as foundational algorithms for individual and societal decision-making. He argues that principles shape our utility functions and define what we value most, even in extreme scenarios. Dalio examines the compatibility of modern behavioral norms with religious teachings, emphasizing that while supernatural elements may lack empirical support, the core ethical principles across religions—such as reciprocity, empathy, and social cooperation—are remarkably consistent and serve as public goods that reduce transaction costs and enhance collective welfare. He defines "good" as behavior that maximizes social utility (positive externalities) and "evil" as actions that harm the system (negative externalities). Good character, in this view, is an asset that promotes collective well-being. However, Dalio warns that society is currently on a "downward trajectory," where consensus on shared principles has eroded, replaced by self-interest maximization. This decline manifests in cultural decay, rising inequality, and a lack of moral exemplars. Despite technological progress, he stresses that technology alone cannot resolve conflicts; it merely amplifies existing values. The solution lies in rebuilding a shared rulebook centered on mutual benefit and systemic optimization, leveraging our advanced capabilities to address global challenges.

Written by:Ray Dalio

Compiled by: Bruce

Merry Christmas to all (even if you are not a Christian)!

Yesterday was Christmas. While enjoying family time with three generations, I couldn't help but have the following reflections. These reflections focus on: the importance of principles as a core asset, the definition of positive and negative externalities (good and evil), and the "descent into hell" caused by the loss of social capital.

I. Principles: The Most Core Intangible Asset

In my view, the most important asset in life is a set of excellent "principles," as they constitute the underlying algorithms for individual decision-making. Principles shape our utility function and its realization path. The most fundamental principles concern our value hierarchy and even determine our game preferences in extreme博弈 (i.e., the beliefs we are willing to live and die for).

Based on this, I conducted the following audit and reflection:

  • What is the compatibility of our current code of conduct with the teachings of Christianity and other religions?

  • Do we have consensual contractual principles, or will we fall into a "zero-sum game" due to conflicting principles?

  • Which universal principles can be shared as public goods by all humanity?

  • What is the source of these principles?

  • How have these principles evolved along their path as civilization has progressed?

From a historical evolution perspective, since the formation of human society, regional civilizations have developed principles and religions in relatively closed living environments. Although geographical environments vary, the core demand of all societies is highly consistent: the need for a set of informal institutions to constrain individual behavior, reduce transaction costs, and achieve social coordination. These guidelines are encoded in "scriptures." In other words, the origin of religion was to provide incentive mechanisms for social governance, guiding individual behavior towards collective optimization.

The vast majority of religions—whether those with transcendental beliefs or those like Confucianism focused on worldly ethics—are mixed contracts consisting of the following two parts:

  1. Social Governance Guide: Interaction guidelines aimed at enhancing total social welfare;

  2. Supernatural Assumptions: A belief system that transcends logical empiricism.

These supernatural assumptions (such as virgin birth, resurrection from the dead), if interpreted literally, often lack empirical support. But if viewed as metaphors, they reflect their cross-cultural isomorphism. In contrast, the non-supernatural principles concerning "social collaboration" in major religions are strikingly similar. If we focus only on the冗繁 forms and ignore these core incentive guidelines, religious holidays will become consumption symbols devoid of meaning.

Although I am not a believer due to a lack of faith in supernatural forces (I am not inclined to accept unverified a priori assumptions), I highly认同 the evolutionary wisdom contained within religions. For example, "love your neighbor as yourself" and "karma" essentially embody reciprocal altruism in game theory.

From the perspective of mechanism design, when an individual adopts a strategy of "giving more than taking" in interactions, it generates极高的 value-added: the cost to the helper is often far lower than the marginal benefit to the recipient. The叠加 of such positive externalities creates a non-zero-sum "win-win relationship," greatly enhancing total social output and welfare.

For me, "spirituality" means an individual's awareness that they are a sub-item of the overall system and their tendency to pursue system optimization rather than local optimization (i.e., extreme self-interest at the expense of the整体利益). This is not only a moral requirement but also an efficient operational logic. Unfortunately, this consensus value regarding good and evil is undergoing serious credit impairment in today's society.

Of course, I am not advocating for absolute peace. When it comes to生存层面的 irreconcilable conflicts, struggle is a necessary external constraint. But the principle I suggest is: do not engage in futile consumption (deadweight loss) over supernatural assumptions or marginal trivialities, and never blur the underlying definition of positive and negative externalities (good and evil).

II. The Definition of Good and Evil and the Moral Attribute of Human Capital

What exactly are good and evil?

In the modern context, people often mistakenly simplify "good and evil" into "gains or losses to personal interests." From an economic perspective, "good" is behavior that maximizes total social utility (positive externality), while "evil" is behavior that damages the overall interests of the system (negative externality).

Character evaluation is an extension of this logic. Good character is a psychological propensity asset that can承诺 and achieve the maximization of collective interests; bad character results from weaknesses or deviant behaviors that cause damage to social welfare.

I firmly believe that there is a behavioral model that can achieve Pareto improvement for both individuals and society. Although religious discourse systems differ, the推崇 of qualities such as "courage," "integrity," and "temperance" is a global consensus because they are necessary protocols for maintaining the operation of complex societies.

III. The Current Social Situation on a "Downward Track"

I personally believe that we are in a metaphorical "hell process." This means that most members of society have lost the anchor of consensus on good and evil, and the loss of this consensus will cause society to pay an极其昂贵的代价 (hellacious price).

More specifically, the consensus of our social contract is disintegrating. The current dominant principle has been simplified to mere self-interest maximization: the absolute plunder of money and power. This value drift is vividly reflected in cultural products: we lack morally inspiring role models.

When bad behavior is packaged as a shortcut to success, when young children grow up in an environment lacking correct "incentive templates," the consequences are disastrous. Drugs, violence, suicide, and the widening opportunities gap are both symptoms and causes of the collapse of social principles.

Ironically, historically many believers have abandoned the collaborative principles in their doctrines due to争夺 over supernatural interpretation rights or personal gain. Because of this言行背离 (moral hazard), while抛弃 religious superstitions, people have also mistakenly liquidated the beneficial social guidelines within them, leading to an institutional vacuum.

Summary

Although technological progress and productivity have achieved exponential growth, I believe that technology is only a lever; it can amplify both welfare and destruction. History proves that innovations in technological means have not eliminated conflicts.

The good news is: because our existing technological toolbox is extremely powerful, as long as we can reconstruct a healthy set of principles (rulebook) about "reciprocal win-win," we have the ability to solve all systemic crises.

Criptos en tendencia

Preguntas relacionadas

QAccording to the article, what is the most important asset in life and why?

AThe most important asset in life is a set of excellent 'principles' because they form the underlying algorithms for individual decision-making, shaping our utility function and the paths to achieve it. They determine our value hierarchy and even our game-theoretic preferences in extreme situations.

QHow does the author define 'good' and 'evil' from an economic perspective?

AFrom an economic perspective, 'good' is defined as behavior that maximizes total social utility (positive externality), while 'evil' is behavior that damages the overall interests of the system (negative externality).

QWhat two components do most religions consist of, as described in the article?

AMost religions consist of a hybrid contract of two parts: 1) A guide to social governance, which aims to improve total social welfare through interaction principles, and 2) Supernatural assumptions, which are belief systems that transcend logical empiricism.

QWhat does the author identify as the core problem with the current state of society?

AThe author identifies that society is on a 'downward track' or 'hellacious process' because most members have lost the anchor of a consensus on good and evil. The ruling principle has been reduced to simple self-interest maximization, leading to a disintegration of the social contract.

QWhat is the 'good news' or positive potential the author sees despite the current challenges?

AThe 'good news' is that our current technological toolbox is extremely powerful. The author believes that if we can reconstruct a healthy set of principles centered on 'reciprocal win-win' dynamics, we have the capability to solve all systemic crises.

Lecturas Relacionadas

In Conversation with Ray Dalio: We Are Currently in an AI Bubble, with 1% of My Portfolio in Bitcoin

Ray Dalio, founder of Bridgewater Associates, warns in an interview that the current AI boom shows classic bubble characteristics, which could lead to significant economic downturns as seen in past cycles like 1929 or 2000. He explains that speculative enthusiasm, fueled by debt and overvaluation, often precedes a crash when rising rates or taxation force asset sales, causing widespread losses and recession. Dalio also outlines his "Big Cycle" theory, describing an approximate 80-year pattern where widening wealth gaps, massive government deficits, and shifting geopolitical power (like China's rise) create internal conflict and global instability. He emphasizes that we are in a late-cycle, transitional phase where traditional powers like the US and UK face decline. For personal wealth protection, Dalio advises diversification beyond cash into assets like stocks, bonds, real estate, and particularly gold, which he prefers over Bitcoin. While he holds about 1% of his portfolio in Bitcoin as a non-printable hard asset, he views gold as more secure from technological or governmental threats. Regarding AI's impact, Dalio believes it will disproportionately benefit capital owners, worsening inequality by replacing both physical and cognitive labor. He suggests that human intuition and emotional intelligence, combined with AI, will be key for future workers. On taxation, Dalio argues that wealth taxes are impractical and risk triggering asset sell-offs, reducing productive investment. He points to the UK as a cautionary example of debt, low productivity, and political strife. Geopolitically, Dalio foresees a more regionalized world, with the US showing weakness in prolonged conflicts like with Iran, akin to past imperial declines. The ideal outcome, he suggests, is coexisting powerful blocs (e.g., Americas, China-Asia Pacific) without major war.

marsbitHace 1 hora(s)

In Conversation with Ray Dalio: We Are Currently in an AI Bubble, with 1% of My Portfolio in Bitcoin

marsbitHace 1 hora(s)

Daily 7.2 Trillion KRW: Foreign Capital's Record Net Buying on Friday! Wall Street Says Headwinds for Korean Stock Fund Flows Have Subsided

South Korean stock market sees a dramatic shift in fund flows. On July 31, foreign investors made a record net purchase of approximately KRW 7.2 trillion in KOSPI stocks, marking a fundamental reversal from the persistent large-scale net outflows seen in previous months. This contributed to a significant narrowing of foreign net selling in July to KRW 9.8 trillion, down sharply from KRW 48.4 trillion in June and KRW 44.5 trillion in May. Simultaneously, domestic institutional pressure eased. South Korean pension funds and asset managers turned to a net buying position in July, purchasing KRW 1.0 trillion worth of KOSPI shares, contrasting with net sales in May and June. Market volatility is expected to be dampened by new financial regulations. Effective July 31, the Financial Services Commission tightened access for retail investors to single-stock leveraged ETFs by raising the minimum cash deposit requirement. Trading volumes for these products subsequently dropped to about 50% of their monthly average. Citigroup Research maintains its year-end KOSPI target of 10,000 points. The firm cites several supportive factors: the substantial easing of headwinds from capital outflows, a robust fundamental outlook for the semiconductor sector, historically low market valuations, strong economic fundamentals, and the potential for policy support from financial authorities if needed.

marsbitHace 1 hora(s)

Daily 7.2 Trillion KRW: Foreign Capital's Record Net Buying on Friday! Wall Street Says Headwinds for Korean Stock Fund Flows Have Subsided

marsbitHace 1 hora(s)

Thanks to Dice Rolls, Bitcoin Keys Are Stored Offline, But Not Everyone Will Do It

The article discusses using dice rolls to generate secure Bitcoin wallet seeds, providing entropy independent of potentially flawed hardware random number generators. It explains that each fair dice roll offers about 2.585 bits of entropy, with around 50 rolls needed for a standard 12-word seed phrase and 99+ recommended for higher security. This method gained attention after a vulnerability was revealed in some Coldcard hardware wallets, where a faulty firmware RNG (dating back to 2021) compromised generated keys. The analysis notes that while a dice-generated main seed was safe from this specific flaw, other Coldcard functions (like creating paper wallets, backup keys, or passwords) could still be vulnerable if they used the defective RNG. The piece argues that while dice-based entropy is technically robust, the manual process is error-prone, tedious, and unrealistic for most new users, who might make mistakes in recording or inputting rolls. It concludes that while manual entropy generation should remain an option for advanced users, the long-term goal is to develop reliable, user-friendly hardware and software that securely generates randomness without requiring specialized knowledge. Coldcard users are advised to check their firmware version and replace any secondary secrets (like paper wallet keys) created with vulnerable devices, while also considering multi-signature setups with devices from different manufacturers for added security.

cryptonews.ruHace 6 hora(s)

Thanks to Dice Rolls, Bitcoin Keys Are Stored Offline, But Not Everyone Will Do It

cryptonews.ruHace 6 hora(s)

Trading

Spot

Artículos destacados

Cómo comprar O

¡Bienvenido a HTX.com! Hemos hecho que comprar O1 exchange (O) sea simple y conveniente. Sigue nuestra guía paso a paso para iniciar tu viaje de criptos.Paso 1: crea tu cuenta HTXUtiliza tu correo electrónico o número de teléfono para registrarte y obtener una cuenta gratuita en HTX. Experimenta un proceso de registro sin complicaciones y desbloquea todas las funciones.Obtener mi cuentaPaso 2: ve a Comprar cripto y elige tu método de pagoTarjeta de crédito/débito: usa tu Visa o Mastercard para comprar O1 exchange (O) al instante.Saldo: utiliza fondos del saldo de tu cuenta HTX para tradear sin problemas.Terceros: hemos agregado métodos de pago populares como Google Pay y Apple Pay para mejorar la comodidad.P2P: tradear directamente con otros usuarios en HTX.Over-the-Counter (OTC): ofrecemos servicios personalizados y tipos de cambio competitivos para los traders.Paso 3: guarda tu O1 exchange (O)Después de comprar tu O1 exchange (O), guárdalo en tu cuenta HTX. Alternativamente, puedes enviarlo a otro lugar mediante transferencia blockchain o utilizarlo para tradear otras criptomonedas.Paso 4: tradear O1 exchange (O)Tradear fácilmente con O1 exchange (O) en HTX's mercado spot. Simplemente accede a tu cuenta, selecciona tu par de trading, ejecuta tus trades y monitorea en tiempo real. Ofrecemos una experiencia fácil de usar tanto para principiantes como para traders experimentados.

458 Vistas totalesPublicado en 2026.06.19Actualizado en 2026.06.29

Cómo comprar O

Cómo comprar PROS

¡Bienvenido a HTX.com! Hemos hecho que comprar Pharos (PROS) sea simple y conveniente. Sigue nuestra guía paso a paso para iniciar tu viaje de criptos.Paso 1: crea tu cuenta HTXUtiliza tu correo electrónico o número de teléfono para registrarte y obtener una cuenta gratuita en HTX. Experimenta un proceso de registro sin complicaciones y desbloquea todas las funciones.Obtener mi cuentaPaso 2: ve a Comprar cripto y elige tu método de pagoTarjeta de crédito/débito: usa tu Visa o Mastercard para comprar Pharos (PROS) al instante.Saldo: utiliza fondos del saldo de tu cuenta HTX para tradear sin problemas.Terceros: hemos agregado métodos de pago populares como Google Pay y Apple Pay para mejorar la comodidad.P2P: tradear directamente con otros usuarios en HTX.Over-the-Counter (OTC): ofrecemos servicios personalizados y tipos de cambio competitivos para los traders.Paso 3: guarda tu Pharos (PROS)Después de comprar tu Pharos (PROS), guárdalo en tu cuenta HTX. Alternativamente, puedes enviarlo a otro lugar mediante transferencia blockchain o utilizarlo para tradear otras criptomonedas.Paso 4: tradear Pharos (PROS)Tradear fácilmente con Pharos (PROS) en HTX's mercado spot. Simplemente accede a tu cuenta, selecciona tu par de trading, ejecuta tus trades y monitorea en tiempo real. Ofrecemos una experiencia fácil de usar tanto para principiantes como para traders experimentados.

467 Vistas totalesPublicado en 2026.06.22Actualizado en 2026.06.29

Cómo comprar PROS

Qué es VERONA

I. Introducción al Proyecto VERONA es una blockchain construida para todos, en todas partes a través de la abstracción de cadenas. Utilizando su capa de Abstracción Generalizada, VERONA se distingue por integrar funcionalidades complejas de blockchain, como cuentas, firmas e interoperabilidad, directamente a nivel de protocolo. Este enfoque permite interactuar con aplicaciones de blockchain sin necesidad de entender las tecnologías subyacentes.1) Información Básica Nombre: VERONA (VERONA)III. Enlaces Relacionados Enlace al sitio web oficial: https://xion.burnt.com/ Libro Blanco: https://xion.burnt.com/whitepaper.pdf Exploradores: https://explorer.burnt.com/ Redes Sociales: https://x.com/burnt_xion Nota: La introducción del proyecto proviene de los materiales publicados o proporcionados por el equipo oficial del proyecto, que es solo para referencia y no constituye asesoramiento de inversión. HTX no se hace responsable de ninguna pérdida directa o indirecta resultante.

550 Vistas totalesPublicado en 2026.06.22Actualizado en 2026.06.22

Qué es VERONA

Discusiones

Bienvenido a la comunidad de HTX. Aquí puedes mantenerte informado sobre los últimos desarrollos de la plataforma y acceder a análisis profesionales del mercado. A continuación se presentan las opiniones de los usuarios sobre el precio de A (A).

活动图片