伍治坚证据主义
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从哈雷到AI:当量化成为信仰,我们离真相更近了吗?
伍治坚证据主义· 2025-11-11 02:35
Core Viewpoint - The article discusses the historical significance of Caspar Neumann's population records and how they laid the foundation for modern financial mathematics, particularly in the context of life annuities and risk assessment [4][10][13]. Group 1: Historical Context - In the late 17th century, Caspar Neumann, a pastor in Breslau, meticulously recorded births and deaths, creating one of the earliest continuous population databases in Europe [4][5]. - Neumann's records were later recognized for their potential value by mathematician Gottfried Wilhelm Leibniz, who encouraged him to share the data with the Royal Society in London [4][5]. Group 2: Key Discoveries - Edmund Halley, upon reviewing Neumann's records, discovered patterns in mortality rates, allowing for the first statistical analysis of life expectancy and the calculation of fair prices for life annuities [8][10]. - Halley's work demonstrated that mortality could be quantified, leading to the establishment of a mortality table that provided insights into life expectancy at various ages [9][10]. Group 3: Impact on Financial Mathematics - Halley's integration of probability and compound interest marked a significant advancement in financial mathematics, enabling the calculation of fair values for annuities based on statistical data [10][11]. - This approach shifted the pricing of annuities from subjective estimates to a more rational, mathematical basis, influencing the development of modern insurance and financial systems [10][13]. Group 4: Evolution of Financial Models - The principles established by Halley laid the groundwork for future financial innovations, where mathematical models began to dominate risk assessment and pricing strategies across various sectors [13]. - However, the reliance on complex models has also led to vulnerabilities, as seen in the 2008 financial crisis, highlighting the need for a balanced approach to risk management [13][14]. Group 5: Contemporary Reflections - The article draws parallels between historical reliance on mathematical models and today's dependence on artificial intelligence and data analytics in finance, cautioning against blind faith in technology [14]. - It emphasizes the importance of maintaining human judgment in decision-making processes, ensuring that technology serves as a tool rather than a replacement for critical thinking [14].
AI能预测人心么?
伍治坚证据主义· 2025-11-10 03:33
Core Insights - The article discusses the rise and fall of Simulmatics, a company founded in 1960 that aimed to predict human behavior through data modeling, initially gaining fame by assisting John F. Kennedy's presidential campaign [2][3][4] - Simulmatics transitioned from political modeling to commercial applications, promoting the idea of using scientific methods to predict consumer behavior, but faced challenges due to the complexity of the commercial world and competition from established advertising firms [5][6] - The company found temporary revival during the Vietnam War by creating psychological models for military applications, but ultimately faced criticism and failure due to the ethical implications and lack of scientific validity in their reports [7][8][10][11] - The narrative serves as a cautionary tale about the overconfidence in data and algorithms to predict human behavior, drawing parallels to contemporary trends in AI and finance, emphasizing that human emotions and complexities cannot be fully quantified [12][13][15][16] Group 1: Company Background and Initial Success - Simulmatics was founded by Ithiel de Sola Pool and others, who believed that human behavior could be predicted with sufficient data [2] - The company gained its first client, Kennedy's campaign, by using extensive polling data to create a political database and model voter behavior [3][4] - Their predictive model was notably accurate during the 1960 election, leading to increased recognition and a belief in the potential of data-driven predictions [4] Group 2: Commercialization and Challenges - After Kennedy's victory, Simulmatics sought to commercialize their political models, targeting major corporations with their Media-Mix program to predict advertising effectiveness [5] - The company struggled with competition from established advertising firms that had more consumer data and faster processing capabilities, leading to financial difficulties [6] Group 3: Military Applications and Ethical Concerns - The Vietnam War provided a new opportunity for Simulmatics to apply their modeling techniques to military strategies, but this led to ethical dilemmas and negative consequences for individuals involved in their studies [7][8] - Their reports were ultimately deemed scientifically invalid, leading to the termination of government contracts and a decline in reputation [10][11] Group 4: Lessons and Reflections - The story of Simulmatics highlights the dangers of over-reliance on data and algorithms to predict human behavior, a theme that resonates with current trends in AI and finance [12][13][15] - The article warns that while data can enhance decision-making, it cannot replace human judgment and understanding of emotions, emphasizing the need for a balanced approach to technology and data [16]
当正义被情绪绑架,法律还公正吗?
伍治坚证据主义· 2025-11-04 08:33
Core Viewpoint - The article discusses the reversal of Tom Hayes' conviction for manipulating LIBOR, highlighting the implications for the financial industry and the judicial system in the UK, emphasizing the importance of intent in financial crimes [3][15][16]. Summary by Sections Background of the Case - Tom Hayes, a former trader, was sentenced to 14 years in prison in 2015 for manipulating LIBOR, becoming the first trader imprisoned for this crime [1][8]. - The case emerged in the context of public outrage following the 2008 financial crisis, leading to a demand for accountability in the banking sector [1]. LIBOR Overview - LIBOR, or London Interbank Offered Rate, was a crucial benchmark interest rate used globally, affecting over $300 trillion in financial contracts [5][6]. - The rate was determined based on subjective estimates from banks rather than actual market transactions, making it susceptible to manipulation [7]. Legal Proceedings - Hayes was accused of instructing bank submitters to report LIBOR rates that would benefit his trading positions, leading to a conviction based on a strict interpretation of dishonesty [7][8]. - The initial trial did not require the jury to assess Hayes' intent, which raised concerns about the fairness of the judicial process [8][15]. Appeal and Reversal - In July 2024, the UK Supreme Court overturned Hayes' conviction, stating that the jury should have been allowed to consider the subjective belief of the submitters regarding the honesty of their quotes [3][15][16]. - The ruling emphasized that honesty is determined by the submitter's belief rather than external motivations, restoring the principle of mens rea in financial crime [15][16]. Implications for the Financial Industry - The case illustrates the potential consequences of public sentiment on judicial outcomes, highlighting the need for a balanced approach to legal standards in financial crimes [17]. - The reversal of Hayes' conviction may impact future cooperation between financial professionals and regulatory bodies, as it underscores the risks associated with self-incrimination during investigations [18][19]. Lessons Learned - The article concludes with three key lessons: the distinction between moral outrage and legal standards, the importance of understanding the boundaries of cooperation in investigations, and the necessity for judicial systems to correct errors [17][18][19].
为什么你没亏钱,却变穷了?
伍治坚证据主义· 2025-11-03 08:02
Core Viewpoint - The article discusses historical instances of debt management through inflation and the implications for modern economies, particularly focusing on France's "two-thirds bankruptcy" in 1797 and Japan's prolonged economic stagnation since the 1990s, highlighting how governments can manage debt without outright defaulting [2][7][10]. Group 1: Historical Context of Debt Management - In 1797, the French government reduced the value of government bonds by 67%, leading to significant losses for bondholders, a situation referred to as "two-thirds bankruptcy" [2]. - France's financial crisis was rooted in excessive debt accumulation due to continuous wars and ineffective tax reforms, resulting in a national debt of 5 billion livres by 1788, with interest payments consuming half of tax revenues [2][3]. - The introduction of the Assignat paper currency in 1789, initially backed by confiscated church lands, led to rampant inflation, with its total issuance reaching over 45 billion livres by 1796, nearly ten times France's GDP [3][5]. Group 2: Economic Consequences of Inflation - The inflation primarily affected the urban middle class, leading to protests and a loss of confidence in the currency, culminating in the abolition of the Assignat system in 1796 [5][6]. - The radical debt reduction plan proposed by Finance Minister La Meillur in 1797 effectively reduced France's debt-to-GDP ratio from 120% to below 40%, allowing the government to regain borrowing capacity [6]. - The aftermath of the debt reduction saw the "interest class" suffer significant losses, while the government stabilized its finances, illustrating the harsh realities of economic recovery post-crisis [6][14]. Group 3: Modern Parallels in Japan - Japan's economic situation post-1990 mirrors France's historical experience, with a debt-to-GDP ratio exceeding 250%, the highest globally, yet maintaining low bond yields due to the Bank of Japan's monetary policies [7][9]. - The implementation of "Abenomics" in 2013, particularly through aggressive monetary easing, has allowed the government to manage its debt without triggering market panic, effectively achieving a form of "implicit default" [7][9]. - Current inflation rates in Japan reached 3.1% in 2023, while bond yields remained low, resulting in negative real returns for investors, akin to the historical experiences of the French middle class [9][11]. Group 4: Lessons and Insights - Governments can manage debt through inflation rather than outright default, as seen in both historical and modern contexts, allowing for a "silent wealth transfer" from creditors to debtors [11][12]. - Investors should focus on real returns after accounting for inflation, as nominal returns can be misleading, with historical examples illustrating the erosion of purchasing power over time [12][13]. - Economic recoveries post-debt crises can be prolonged, with structural adjustments taking decades, as evidenced by both France and Japan's slow paths to recovery following their respective financial upheavals [14][15].
低利率:繁荣的开始,还是灾难的序章?
伍治坚证据主义· 2025-10-31 01:23
Core Insights - The article discusses the South Sea Bubble and the subsequent railway mania in 18th and 19th century Britain, highlighting the role of low interest rates, compelling narratives, and financial innovations in creating speculative bubbles [2][17][20] Group 1: South Sea Bubble - In the early 18th century, Britain faced a financial crisis with national debt exceeding £35 million, prompting the creation of the South Sea Company to convert debt into equity [2][3] - The South Sea Company was established in 1711, allowing creditors to exchange government bonds for company shares, effectively reducing the government's interest payments from 8% to 5% [2][3] - By 1720, the company's stock price skyrocketed from £128 to over £950 within months, fueled by speculative investments despite the lack of actual trade with Spanish colonies [5][8] - The company's profits were largely illusory, as actual trade was minimal, leading to a collapse when the illusion of wealth was exposed [8][9] - A political scandal involving bribery further eroded investor confidence, resulting in a dramatic fall in stock prices and widespread financial ruin [10][11] Group 2: Railway Mania - Following the South Sea Bubble, the 1830s saw a new wave of speculation during the railway boom, with the Bank of England lowering discount rates to 2% to stimulate investment [11][15] - The rapid expansion of the railway network saw investments soar, with the number of railway companies and stock prices doubling within a few years [13][14] - However, by 1846, the railway bubble began to burst as rising costs and a lack of actual funding led to a significant decline in stock prices, with an average drop of 30%-40% [15][16] - The financial panic of 1847 resulted in widespread bank failures and a collapse of the railway stock market, with losses amounting to £80 million, equivalent to 15% of the GDP at the time [16][17] Group 3: Common Themes - Both the South Sea Bubble and railway mania illustrate how low interest rates, enticing narratives, and financial innovations can lead to speculative excesses [17][20] - The article emphasizes that low interest rates can create a false sense of security, leading to over-leveraging and eventual market corrections [20][22] - Historical patterns of greed and fear are highlighted, suggesting that speculative bubbles are a recurring phenomenon driven by human psychology rather than isolated incidents [20][22]
如果瓦特出生在清朝,中国会不会成为第一个工业帝国?
伍治坚证据主义· 2025-10-29 08:34
Core Insights - The article emphasizes that the true revolution in Britain during the Industrial Revolution was not merely technological but fundamentally institutional, which allowed innovation to become profitable and risks to be shared and priced [7][10]. Group 1: Historical Context - In the mid-18th century, the combination of technological advancements, such as the steam engine, and institutional reforms, like the establishment of the Bank of England, marked the beginning of the mechanization of energy in Britain [2][3]. - By 1850, Britain dominated global coal production and textile exports, with its population and GDP experiencing significant growth [2]. Group 2: Institutional Reforms - The Glorious Revolution of 1688 established parliamentary control over taxation and legislation, fostering a trust in the government and enabling the development of a capital market [3][4]. - The introduction of the modern patent system in the 17th century allowed inventors to profit from their innovations, leading to a surge in technological advancements [4]. Group 3: Capital, Land, and Labor Mobility - The establishment of the London Stock Exchange and the implementation of the Bubble Act laid the groundwork for a regulated capital market, allowing companies to raise funds through shares [5]. - The enclosure movement privatized land, increasing agricultural efficiency and providing food for urban industrialization [5][6]. - The migration of displaced farmers to cities created a labor market, transforming workers into free wage earners and enabling the emergence of a modern economy [6]. Group 4: Comparative Analysis - The article contrasts Britain's institutional success with the stagnation in China and the Ottoman Empire, where rigid systems stifled innovation and economic growth [8][10]. - The lack of inclusive institutions in China and the Ottoman Empire led to a failure to capitalize on technological advancements, resulting in significant disparities in economic performance [8][10]. Group 5: Long-term Implications - The article highlights that institutional differences manifest over time, leading to significant economic disparities, as seen in the GDP growth between Britain and the Ottoman Empire from 1500 to 1900 [12]. - The evolution of British political institutions allowed for continuous self-correction and adaptation, contributing to long-term stability and prosperity [12][16]. Group 6: Critical Reflection - While the article acknowledges the successes of Britain's institutions, it also points out the darker aspects of industrialization, such as exploitation and inequality, reminding that progress often comes at a cost [15][16].
为什么最幸运的国家,反而更容易破产?
伍治坚证据主义· 2025-10-28 03:27
Core Insights - The article discusses the historical patterns of sovereign defaults, particularly focusing on Spain under Philip II, Venezuela, and Sri Lanka, highlighting the consequences of financial mismanagement and over-reliance on single resources [2][6][12] Group 1: Historical Context of Sovereign Defaults - Philip II of Spain faced a financial crisis shortly after ascending the throne due to extensive military expenditures and insufficient tax revenue, leading to the first sovereign default in European history in 1557 [2] - Spain's repeated defaults (1557, 1560, 1575, and 1596) were driven by military spending and a lack of sustainable economic structure, resulting in a loss of trust from creditors and a shift in financial power to Northern Europe [3][4][5] - The economic structure of Spain deteriorated as wealth from silver mines did not translate into industrial growth, leading to excessive imports and a weakened economy [4] Group 2: Modern Examples of Financial Mismanagement - Venezuela's reliance on oil revenues led to a rapid increase in debt and eventual sovereign default in 2017, with hyperinflation reaching 1,000,000% and severe shortages of basic goods [6][7] - Sri Lanka's heavy borrowing for infrastructure projects resulted in a sovereign default in 2022, as the country failed to manage its debt sustainably, leading to economic chaos [8][9] Group 3: Lessons on Resource Management - The phenomenon of "resource curse" is highlighted, where countries with abundant resources often face fiscal dependency, economic hollowing, and political corruption [7] - In contrast, Singapore's approach of prudent financial management and long-term planning, despite lacking natural resources, has led to sustained economic growth and stability [9][12] - The article emphasizes that wealth does not guarantee prosperity; rather, it is the balance of resource management and fiscal discipline that determines a nation's economic health [12]
从复仇到宽恕:欧洲花了一百年和两场战争才学会的经济学
伍治坚证据主义· 2025-10-27 02:41
Core Viewpoint - The article discusses the historical context and consequences of the Treaty of Versailles, emphasizing the economic repercussions of imposing heavy reparations on Germany after World War I, which ultimately contributed to the rise of extremism and the onset of World War II [2][7]. Group 1: Economic Consequences of Reparations - The Treaty of Versailles demanded Germany to pay 1320 billion gold marks, approximately 33 billion USD in 1919, which was three times Germany's GDP at the time [2]. - The reparations led to hyperinflation in Germany, with the exchange rate of the German mark to the dollar plummeting from 75:1 in 1921 to 4.2 trillion:1 by November 1923 [4]. - The cycle of debt created a situation where Germany paid reparations to France and the UK, who in turn repaid their debts to the US, establishing the US as the largest creditor post-war [3][5]. Group 2: Political and Social Ramifications - The imposition of reparations and subsequent economic hardship fostered a sense of humiliation and resentment in Germany, which was exploited by Adolf Hitler to gain support by promising to restore national pride [7]. - Keynes warned that the punitive measures against Germany would lead to future conflict, highlighting the dangers of economic policies driven by revenge rather than cooperation [3][11]. Group 3: Lessons for Modern Debt Management - The article draws parallels between the post-World War I reparations and the 2010 Greek debt crisis, suggesting that punitive measures can lead to economic collapse and social unrest [8][10]. - It emphasizes the need for a shift from viewing debt as a moral failing to treating it as a financial tool, advocating for cooperative solutions rather than punitive measures [11][12]. - The evolution of European debt management post-2012, including restructuring and support mechanisms, illustrates a move towards collaborative approaches to financial crises [9][10].
三百年前的教训,我们真的记住了吗?
伍治坚证据主义· 2025-10-24 02:59
Core Insights - The article discusses the historical case of John Law and the Mississippi Bubble, drawing parallels to modern economic situations, particularly in the U.S. [2][7][11] Group 1: Historical Context - In 1716, John Law proposed the idea that "paper money can create wealth" to address France's financial crisis, leading to the establishment of a private bank that issued paper currency [2] - The Mississippi Company, founded by Law in 1717, received a 25-year monopoly to develop the Louisiana territory, which was believed to be rich in resources [2][3] Group 2: Economic Boom and Bust - The stock price of the Mississippi Company skyrocketed from 500 to nearly 10,000 livres, creating a speculative frenzy among the public [3] - By 1719-1720, the circulation of paper money doubled, leading to a 100% increase in prices in Paris, which caused public distrust in paper currency [4] Group 3: Policy Responses and Consequences - Law's attempts to stabilize the economy through various policies, including making paper currency legal tender and restricting gold and silver holdings, failed and led to public panic [4][5] - The Mississippi Company's stock plummeted from 9,000 to 1,000 livres within weeks, resulting in Law's dismissal and the collapse of the paper money system in France [5][7] Group 4: Modern Parallels - The article draws a comparison between the Mississippi Bubble and current U.S. economic policies, suggesting that reliance on credit expansion without real production can lead to similar financial disasters [7][10] - The U.S. faces significant fiscal challenges, with a projected federal deficit of 6.2% of GDP and public debt nearing $36 trillion, raising concerns about the sustainability of its economic model [8][10] Group 5: Trust and Credibility - The article emphasizes that the limits of monetary policy are defined by societal trust in the system, warning that repeated fiscal irresponsibility can erode this trust [11] - The potential for a trust crisis in the U.S. dollar is highlighted, suggesting that global capital may seek alternatives if confidence in the dollar diminishes [10][11]
人人发财的故事,为什么总以崩盘结束?
伍治坚证据主义· 2025-10-23 03:49
Core Insights - The article discusses the economic collapse of Albania in the late 1990s, highlighting the rise and fall of pyramid schemes and the consequences of a weak financial system [2][3][4][5][6][7]. Economic Background - Albania, a small country in the Balkans, has a history of economic struggles, particularly after the collapse of its planned economy in 1991, leading to hyperinflation and a significant drop in per capita income [2]. - The transition to a market economy was chaotic, with the government implementing "shock therapy" that resulted in soaring prices and rising unemployment [2][3]. Rise of Investment Companies - From 1993 to 1996, numerous investment companies emerged in Albania, promising high returns of 10% to 30% per month, attracting significant public investment [3][4]. - By the end of 1996, these companies had absorbed funds equivalent to half of Albania's GDP, with government tacitly supporting their operations to maintain public confidence [3][4]. Collapse of the Financial System - The financial bubble burst in early 1997 when a major investment company stopped payouts, leading to a chain reaction of failures among other firms and widespread civil unrest [4][5]. - The collapse resulted in a severe economic regression, with many families losing their life savings and the country experiencing a decade's worth of economic setbacks [4][5]. Lessons and Parallels - The article draws parallels between Albania's experience and recent financial crises in emerging markets, where high-yield investment schemes have led to similar outcomes [5][6]. - It emphasizes the psychological factors driving investment behavior, where individuals are drawn to high returns despite the inherent risks, often leading to collective financial disasters [6][7]. Conclusion - The key takeaway is that the most dangerous times in financial markets often occur when everyone is making money, highlighting the importance of skepticism and patience in investment decisions [7].