In the annals of economic thought, few intellectual currents have fundamentally altered the landscape of global finance as profoundly as the groundbreaking work that emerged from the University of Chicago in the latter half of the 20th century. What began as a series of academic inquiries into market behavior, nurtured within a university environment receptive to unconventional thinking, evolved into a paradigm shift that continues to shape investment strategies worldwide. This transformation, marked by a transition from intuition-driven speculation to data-backed analysis and disciplined risk management, laid the foundation for what we now recognize as modern investing. The emergence of this new approach was not solely a product of theoretical breakthroughs; it was also catalyzed by technological advancements and, as often happens in history, a significant measure of serendipity.
For decades prior to the 1960s, the prevailing wisdom in investment circles was that success hinged on the uncanny ability of select individuals to identify undervalued assets and "beat the market." This era was characterized by a belief in stock-picking prowess, where seasoned professionals relied on their gut instincts and superior insight to outperform their peers. Investing was largely perceived as an art form, a domain reserved for those with a rare talent for discerning opportunities that eluded the average participant. This deeply ingrained notion began to face rigorous challenge with the development of the efficient-market hypothesis (EMH), a theory championed by a cadre of University of Chicago economists, including Nobel laureates who would later become central figures in the narrative of this financial revolution.
The core tenet of the EMH, in its simplest form, posits that asset prices fully reflect all available information at any given time. Consequently, if markets are truly efficient, then any attempt to consistently outperform them through active trading strategies is rendered futile. Price movements, according to this hypothesis, are driven by the arrival of new, unanticipated information. This radical idea suggested that instead of striving to outsmart the market, investors would be better served by focusing on diversification and systematic risk management. This proposition directly contradicted the long-held belief in the market-beating capabilities of exceptional individuals.
The timing of these theoretical advancements proved to be remarkably opportune. The 1960s witnessed the dawn of the computational age, which brought unprecedented access to historical stock prices and corporate financial data. This technological leap enabled economists and investors to move beyond anecdotal evidence and hunches, allowing for rigorous empirical analysis of market behavior. The availability of vast datasets transformed investing from a speculative art into a more quantifiable science. This shift paved the way for the rise of passive investment strategies, where the goal is not to outperform the market, but to mirror its performance. As Eugene Fama, a principal architect of the EMH, famously articulated, "Markets work; prices are right." This perspective implies that while consistently beating the market is exceedingly difficult, investors can achieve satisfactory returns by embracing the market’s overall performance.
Aaron Brask, a seasoned Wall Street professional and current finance educator at the University of Florida, elaborates on the evolution of market efficiency. "Markets were not nearly as efficient when Eugene Fama was developing his early theories in the 1960s," Brask notes. "If they had been, it would suggest that titans like Warren Buffett, Charlie Munger, Walter Schloss, Philip Fisher, and Seth Klarman were simply fortunate. Fast forward sixty years, and the sheer volume of capital, intellectual talent, and computational power dedicated to uncovering investment opportunities has made outperforming the market significantly more challenging. The pool of less informed investors has shrunk, leading to more efficient pricing mechanisms."

The intellectual earthquake initiated by Fama and his contemporaries irrevocably altered the investment landscape, propelling passive investing into the mainstream. This paradigm shift directly led to the creation and widespread adoption of index funds. Wells Fargo introduced the first index fund in 1971, and in 1976, John Bogle, a visionary financier whose name would become synonymous with low-cost investing, launched the first index mutual fund accessible to individual investors. While the efficacy of passive investing remains a compelling proposition for the majority of market participants, Brask acknowledges that a select group of active managers can still achieve superior results. "Buffett and other value investors meticulously assess a stock’s intrinsic value based on its fundamental performance," he explains. "They then compare this intrinsic value to its current market price, aiming to acquire shares at a significant discount to their perceived worth. In certain scenarios, superior fundamental quality or growth prospects may justify higher valuation multiples."
A cornerstone of the Chicago school’s intellectual contribution was its emphatic validation of the principle of diversification. In stark contrast to the traditional approach of seeking singular, high-impact wins, these researchers advocated for a strategy of spreading investment risk across a broad array of assets. Their findings demonstrated that by combining the securities of established, stable companies with those of smaller, high-growth potential firms, investors could effectively mitigate portfolio volatility without compromising potential returns. This insight formed the bedrock of modern portfolio theory (MPT), a concept that has become indispensable in contemporary financial planning and asset allocation. Early proponents of MPT, such as David Booth and Rex Sinquefield, would later leverage these academic principles to establish Dimensional Fund Advisors, an investment firm that successfully translated EMH theory into a potent wealth-generating engine.
The documentary exploring this era, directed by the acclaimed Errol Morris, offers a nuanced perspective on the development of these groundbreaking ideas. While acknowledging its financial backing from Dimensional, the film masterfully employs Morris’s signature observational style. Through a series of seemingly simple yet incisive questions, Morris guides the audience through the evolution of finance from its intuitive origins to its evidence-based present. Matthew Garrott, Director of Investment Research at Fairway Wealth Management, commends the film’s approach: "The documentary effectively highlights the human element. The academics interviewed appear humble and approachable, offering a valuable opportunity to hear directly from these giants of finance about their work in their own words."
One of the most profound and perhaps unsettling messages conveyed by the narrative is the pervasive influence of randomness in financial markets. These complex systems, far from being solely the product of rational decision-making, are significantly shaped by chance occurrences. The convergence of brilliant minds at the University of Chicago, who collectively spearheaded the passive investment movement, can also be attributed, in part, to fortunate circumstances. The establishment of the Center for Research in Security Prices (CRSP) in 1960 by economist James Lorie proved to be a pivotal moment, bridging the financial and technological revolutions and providing an invaluable repository of long-term stock and bond data.
The element of luck also played a role in the personal trajectories of key individuals. Eugene Fama nearly missed his opportunity to pursue his doctoral studies at the University of Chicago, receiving a last-minute scholarship that would prove life-altering. Myron Scholes, another distinguished Chicago economist and Nobel laureate, whose work significantly contributed to the advancement of quantitative finance and computerized trading, stumbled into his career path somewhat serendipitously. In 1963, he accepted a programming role with limited prior experience. When an unexpected absence of other programmers left a void, Scholes found himself assisting academics with financial research, a fortunate twist of fate that propelled his career forward.
The entrepreneurial journey of David Booth and Rex Sinquefield, who transformed academic theory into a thriving investment enterprise, is also marked by notable instances of good fortune. In 1969, Booth narrowly avoided military conscription during the Vietnam War when a deferment allowed him to complete his PhD at Chicago. Sinquefield, who did serve in the army, was spared from potentially dangerous combat due to poor eyesight. Today, their firm, Dimensional Fund Advisors, manages assets totaling nearly $800 billion, and the University of Chicago’s esteemed business school bears Booth’s name.

Despite the immense success and widespread adoption of the theories developed in Chicago, the intellectual revolution is not without its critics and unintended consequences. Some argue that the very principles that democratized investing may have inadvertently contributed to financial excesses. The proponents of the EMH have faced accusations of fostering an overreliance on market infallibility, leading investors and regulators to underestimate the risks associated with asset bubbles and the importance of robust oversight. A particularly pointed criticism suggests that the very success of the EMH, leading to a proliferation of passive investing, has paradoxically undermined market efficiency. With fewer active participants diligently analyzing and incorporating new information, prices may become less reflective of true value, leaving a smaller cohort to perform this crucial function.
However, proponents of the EMH maintain its enduring relevance. Robert Jarrow, an advisor at SAS and Professor of Investment Management at Cornell University, contends, "Numerous skilled traders exist, and behavioral biases are as prevalent now as they have been historically. Therefore, the impact of irrational traders on market efficiency remains unchanged. It can also be demonstrated that asset bubbles are not inconsistent with an efficient market." He further clarifies, "Markets exist on a spectrum of efficiency, from less to more efficient. Markets with a higher frequency of price adjustments, such as large-cap U.S. stocks, tend to be more efficient. Conversely, the market for real estate is considerably less efficient. While the U.S. stock market may not be perfectly efficient, it is sufficiently efficient to place active managers at a significant disadvantage."
The mathematical models underpinning many investment strategies have also faced considerable scrutiny. The Black-Scholes model, a seminal contribution by Myron Scholes to financial economics, provided a sophisticated framework for risk management and portfolio diversification. While a theoretical triumph, it also became a foundational element for the explosive growth of speculative trading in derivatives. Intended as hedging instruments, derivatives evolved into highly leveraged bets, often compounding upon one another. This financial innovation, while enriching some traders, contributed to market instability, culminating in the 2008 credit crunch and the near collapse of the global banking system. As one observer noted at the time, the model became "an ingredient in a rich stew of financial irresponsibility, political ineptitude, perverse incentives, and lax regulation."
Ultimately, the narrative of this intellectual revolution transcends the realm of finance, offering a poignant reflection on a particular era of American ingenuity and self-examination, a spirit that some argue is diminishing. The concept of passive investing, which embraces average returns, was once viewed as antithetical to the "American way" of striving for exceptionalism, as wryly observed by Rex Sinquefield. Yet, it eventually became widely accepted. David Booth’s personal journey from a shoe salesman to a titan of finance encapsulates this evolution. His recollection of wanting "to feel good about myself" when returning home each night evokes an image of an older America, one that valued diligence, integrity, and modest achievement, a stark contrast to the speculative fervor surrounding contemporary phenomena like cryptocurrency trading and the relentless pursuit of overnight wealth.
At its heart, the story is also a profound exploration of information itself: the deluge of data, the promise of efficiency, and the enduring human challenge of distinguishing meaningful signals from pervasive noise. The efficient-market hypothesis is predicated on the belief that data is objective and unyielding. However, in an age of high-frequency algorithmic trading and the increasing sophistication of artificial intelligence, this certainty feels increasingly fragile. Markets now operate at machine speed, and the landscape for active management appears to be shrinking as AI systems become more capable. The enduring legacy of this intellectual movement, as explored in the film, leaves audiences with a subtle but significant unease: the realization that even the most meticulously constructed rational systems are built upon fundamentally human assumptions, and that the next frontier in investment may involve a rediscovery and reassertion of human judgment.
