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

深潮Опубліковано о 2025-12-29Востаннє оновлено о 2025-12-29

Анотація

Bridgewater founder Ray Dalio reflects on the importance of principles as core intangible assets that serve as underlying algorithms for decision-making. He argues that principles shape individual utility functions and define what people are willing to live and die for. 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 societal transaction costs. He defines “good” as behavior that maximizes total social utility (positive externalities) and “evil” as actions that harm collective well-being. Good character, in economic terms, is an asset that commits to maximizing group welfare. However, Dalio warns that society is on a “downward trajectory,” where consensus on shared principles has eroded. Self-interest maximization has replaced moral frameworks, leading to a loss of social capital and increased systemic risks like inequality, violence, and institutional distrust. He concludes that although technology offers powerful tools for progress, it is a double-edged sword. The key to solving systemic crises lies in rebuilding a shared rulebook grounded in reciprocal altruism and collective optimization—not in technical advancement alone.

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 convictions 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 the perspective of historical evolution, since the formation of human society, regional civilizations have developed principles and religions in relatively isolated living environments. Although the environments varied geographically, the core demand of all societies was highly consistent: the need for a set of informal institutions to constrain individual behavior, reduce transaction costs, and achieve social coordination. These guidelines were encoded into "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 hybrid 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 appreciate 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 subset 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 whole). This is not only a moral requirement but also an efficient operational logic. Unfortunately, this consensus on good and evil is suffering severe credit impairment in today's society.

Of course, I am not advocating absolute peace. When it comes to irreconcilable conflicts at the survival level, 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 pattern that can achieve Pareto improvement for both individuals and society. Although religious discourses 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 a complex society.

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 this loss of 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 prevailing 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, and when young children grow up in an environment lacking correct "incentive templates," the consequences are disastrous. Drug abuse, violence, suicide, and the widening opportunities gap are both symptoms and causes of the collapse of social principles.

Ironically, throughout history, many believers have abandoned the collaborative principles in their doctrines due to争夺 over supernatural interpretation or personal gain. Because of this言行背离 (moral hazard), people, while抛弃 religious superstitions, 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 that can amplify both welfare and destruction. History shows 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.

Трендові криптовалюти

Пов'язані питання

QWhat does Ray Dalio consider the most important asset in life and why?

ARay Dalio considers a set of excellent 'principles' to be the most important asset in life because they form the underlying algorithms for individual decision-making, shaping our utility function, its implementation path, and even our fundamental values and博弈 preferences in extreme situations.

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

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

QAccording to the author, what is the current dominant principle leading society into a 'downward track' or 'hellacious process'?

AThe current dominant principle is simplified to pure self-interest maximization, characterized by the absolute pursuit of money and power, which has led to a loss of consensus on good and evil and the disintegration of the social contract.

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

AMost religions consist of a mix of two parts: 1) a guide to social governance, which aims to improve total social welfare through interaction guidelines, and 2) supernatural assumptions or superstitions, which are belief systems that transcend logical empiricism.

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

AThe 'good news' is that our powerful technological toolbox provides the capability to solve all systemic crises, provided we can reconstruct a healthy set of principles or 'rulebook' centered on 'reciprocal win-win' outcomes.

Пов'язані матеріали

Must-Watch Events Next Week|CLARITY Act Could Face Senate Vote; SpaceX, Circle to Report Earnings (8.3-8.9)

**Summary: Key Events and Developments to Watch (August 3-9)** The upcoming week is marked by significant financial disclosures, key legislative deadlines, and notable product updates. **Major Financial Events:** Several companies are scheduled to release their Q2 2026 earnings. American Bitcoin (ABTC) will report on August 3, followed by SpaceX and Hut 8 Mining Corp. on August 4, and Circle on August 5. Notably, a significant portion of SpaceX shares (up to 12% of total shares) will be unlocked on August 6 following their earnings release. **Key Legislative Deadline:** The U.S. Senate faces an August 7 deadline to secure 60 votes for the CLARITY Act, a bipartisan bill aiming to establish a federal regulatory framework for cryptocurrencies. The Senate may hold a full vote on the bill during the week. **Economic Data:** The U.S. July Non-Farm Payrolls report will be released on August 7, providing crucial labor market data. **Technology & Product Updates:** * **Shutdowns:** DeFi portfolio tracker Zapper and wallet app Ctrl Wallet will cease operations on August 3. * **Upgrades:** LayerZero will deprecate its v1 relayers on August 3. XRP Ledger's new version 3.3.0, featuring five new functions, is expected next week. * **AI:** Elon Musk announced that the advanced Grok 4.6 AI model is set for release around August 7. * **Bitcoin:** The BIP-110 forced signaling for a potential Bitcoin network change is scheduled to begin around August 8. **Other Notable Events:** Chinese robotics firm Unitree Tech has set its preliminary price inquiry for its IPO for August 5. South Korean exchange Upbit will delist AQT and AERGO tokens on August 3.

marsbit1 год тому

Must-Watch Events Next Week|CLARITY Act Could Face Senate Vote; SpaceX, Circle to Report Earnings (8.3-8.9)

marsbit1 год тому

Stocks Are Plummeting More Sharply Than Cryptocurrencies. Where Has the Money Gone?

Stock Markets Plunge Deeper Than Cryptocurrencies: Where Did the Money Go? In late July, Seoul's Kospi index triggered circuit breakers for two consecutive days, plummeting over 40% from its June high. The collapse was led by heavyweight stocks like SK Hynix, whose record profits still disappointed investors, and devastating leveraged ETFs, with one major product losing over 83% of its value. This signaled a global, forced deleveraging targeting the most crowded trades. Interestingly, while stocks exhibited extreme volatility akin to crypto markets, Bitcoin rose nearly 15% in July after a prior steep drop. Analysis shows the money fleeing equities did not flow into Bitcoin. Instead, Bitcoin had already absorbed its sell-off in May-June, when U.S. spot Bitcoin ETFs saw historic outflows. The true safe-haven beneficiary was gold, whose price rose over 20% year-on-year, highlighting a decoupling between Bitcoin and gold as "digital gold." The sell-off was a targeted unwinding of leveraged positions in tech and semiconductors, accelerated by broker-dealer risk management and shifts in the AI narrative, including new competition from Chinese memory chipmakers. The retreat path was clear: from high-valuation tech stocks to cash and U.S. Treasuries, then to gold. For Bitcoin to attract sustained institutional inflows, conditions like eased global liquidity pressure, a "soft-landing" Fed rate cut, and U.S. regulatory clarity via legislation like the stalled CLARITY Act are needed. Currently, Bitcoin is not a safe haven but an already-cleared asset. Its low correlation with tech stocks, however, makes it a potential diversification play for institutional portfolios once the storm passes. The money isn't here yet, but the positioning is underway.

marsbit1 год тому

Stocks Are Plummeting More Sharply Than Cryptocurrencies. Where Has the Money Gone?

marsbit1 год тому

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.

marsbit5 год тому

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

marsbit5 год тому

Торгівля

Спот

Популярні статті

Як купити O

Ласкаво просимо до HTX.com! Ми зробили покупку O1 exchange (O) простою та зручною. Дотримуйтесь нашої покрокової інструкції, щоб розпочати свою криптовалютну подорож.Крок 1: Створіть обліковий запис на HTXВикористовуйте свою електронну пошту або номер телефону, щоб зареєструвати обліковий запис на HTX безплатно. Пройдіть безпроблемну реєстрацію й отримайте доступ до всіх функцій.ЗареєструватисьКрок 2: Перейдіть до розділу Купити крипту і виберіть спосіб оплатиКредитна/дебетова картка: використовуйте вашу картку Visa або Mastercard, щоб миттєво купити O1 exchange (O).Баланс: використовуйте кошти з балансу вашого рахунку HTX для безперешкодної торгівлі.Треті особи: ми додали популярні способи оплати, такі як Google Pay та Apple Pay, щоб підвищити зручність.P2P: Торгуйте безпосередньо з іншими користувачами на HTX.Позабіржова торгівля (OTC): ми пропонуємо індивідуальні послуги та конкурентні обмінні курси для трейдерів.Крок 3: Зберігайте свої O1 exchange (O)Після придбання O1 exchange (O) збережіть його у своєму обліковому записі на HTX. Крім того, ви можете відправити його в інше місце за допомогою блокчейн-переказу або використовувати його для торгівлі іншими криптовалютами.Крок 4: Торгівля O1 exchange (O)Легко торгуйте O1 exchange (O) на спотовому ринку HTX. Просто увійдіть до свого облікового запису, виберіть торгову пару, укладайте угоди та спостерігайте за ними в режимі реального часу. Ми пропонуємо зручний досвід як для початківців, так і для досвідчених трейдерів.

469 переглядів усьогоОпубліковано 2026.06.19Оновлено 2026.06.19

Як купити O

Як купити PROS

Ласкаво просимо до HTX.com! Ми зробили покупку Pharos (PROS) простою та зручною. Дотримуйтесь нашої покрокової інструкції, щоб розпочати свою криптовалютну подорож.Крок 1: Створіть обліковий запис на HTXВикористовуйте свою електронну пошту або номер телефону, щоб зареєструвати обліковий запис на HTX безплатно. Пройдіть безпроблемну реєстрацію й отримайте доступ до всіх функцій.ЗареєструватисьКрок 2: Перейдіть до розділу Купити крипту і виберіть спосіб оплатиКредитна/дебетова картка: використовуйте вашу картку Visa або Mastercard, щоб миттєво купити Pharos (PROS).Баланс: використовуйте кошти з балансу вашого рахунку HTX для безперешкодної торгівлі.Треті особи: ми додали популярні способи оплати, такі як Google Pay та Apple Pay, щоб підвищити зручність.P2P: Торгуйте безпосередньо з іншими користувачами на HTX.Позабіржова торгівля (OTC): ми пропонуємо індивідуальні послуги та конкурентні обмінні курси для трейдерів.Крок 3: Зберігайте свої Pharos (PROS)Після придбання Pharos (PROS) збережіть його у своєму обліковому записі на HTX. Крім того, ви можете відправити його в інше місце за допомогою блокчейн-переказу або використовувати його для торгівлі іншими криптовалютами.Крок 4: Торгівля Pharos (PROS)Легко торгуйте Pharos (PROS) на спотовому ринку HTX. Просто увійдіть до свого облікового запису, виберіть торгову пару, укладайте угоди та спостерігайте за ними в режимі реального часу. Ми пропонуємо зручний досвід як для початківців, так і для досвідчених трейдерів.

541 переглядів усьогоОпубліковано 2026.06.22Оновлено 2026.06.22

Як купити PROS

Що таке VERONA

I. Вступ до проекту VERONA - це блокчейн, створений для всіх, скрізь, через абстракцію ланцюга. Використовуючи свій загальний шар абстракції, VERONA вирізняється інтеграцією складних функцій блокчейну, таких як рахунки, підписи та взаємодія, безпосередньо на рівні протоколу. Цей підхід дозволяє взаємодіяти з блокчейн-додатками без необхідності розуміти основні технології.1) Основна інформація Назва: VERONA (VERONA)III. Пов'язані посилання Офіційне посилання на сайт: https://xion.burnt.com/ Біла книга: https://xion.burnt.com/whitepaper.pdf Експлорери: https://explorer.burnt.com/ Соціальні мережі: https://x.com/burnt_xion Примітка: Вступ до проекту взято з матеріалів, опублікованих або наданих офіційною командою проекту, які є лише для довідки і не є інвестиційною порадою. HTX не несе відповідальності за будь-які прямі або непрямі збитки, що виникають внаслідок цього.

371 переглядів усьогоОпубліковано 2026.06.22Оновлено 2026.06.22

Що таке VERONA

Обговорення

Ласкаво просимо до спільноти HTX. Тут ви можете бути в курсі останніх подій розвитку платформи та отримати доступ до професійної ринкової інформації. Нижче представлені думки користувачів щодо ціни A (A).

活动图片