Within 24 years at the Nasdaq Stock Market, Adena Friedman went from working as an M.B.A. intern (1993) to making h🍌istory as the first woman to head a global exchange on Jan. 1, 2017, when she was named President and Chief Executive Officer (CEO).

There were a couple of detours along the way, including The Carlyle Group, the fourth largest 澳洲幸运5官方开奖结果体彩网:private equity firm in the world, where she served as 澳洲幸运5官方开奖结果体彩网:Chief Financial Officer (CFO) and Managing Director from 2011 to 2014. As CFO, she played a critical role in taking Carlyle public in 2012, which gave the future CEO of Nasdaq invaluable, first-hand experience of the other side of IPOs: being a prospect pursued for an IPO listing.

The Nasdaq was the first electronic stock exchange when it opened its virtual doors in 1971. Today, while it is still a leading stock exchange, where some of the most famous global companies are listed and traded, Nasdaq is also a global technology company that serves the 澳洲幸运5官方开奖结果体彩网:capital markets and other industries with data, analytics, s💞oftware, and services.

Given Friedman's long and successful tenure at Nasdaq and her history-making career in the capital markets, I spoke with her about the future of stock exchanges and the impact of new technology and investing trends, including the steady gains that 澳洲幸运5官方开奖结果体彩网:passive investing has been making against traditional 澳洲幸运5官方开奖结果体彩网:active investing models.

Active vs. Passive Investing

We began our conversation with Friedman’s perspective on the debate over 澳洲幸运5官方开奖结果体彩网:active vs. passive investing, which has been going on since 1975, when Vanguard founder 澳洲幸运5官方开奖结果体彩网:John Bogle created the first 澳洲幸运5官方开奖结果体彩网:index fund as an alternative to active strategies that require high-priced portfolio management teams focused on beating stock market returns and taking advantage of short-term price fluctuations.

Since then, index investing, which seeks to replicate the performance of a financial 澳洲幸运5官方开奖结果体彩网:market index (like the S&P 500), has been the most common form of passive investing, a term for any buy-and-hold investment strategy that avoids the cost of an active human team by trying to match—not beat—the performance of the market. (ETFs and 澳洲幸运5官方开奖结果体彩网:robo-advisors🐈 are also example👍s of passive investing strategies.)

Given the prevailing consensus within the investment community that passive investment vehicles will continue to outpace active ones in the U.S. market, we discussed how this trend will influence the future of the exchange.

“I believe that there will—there has to be—a balance between active and passive,” Friedman said. Although Nasdaq “likes the passive world” and has “about $200 billion of 澳洲幸运5官方开奖结果体彩网:assets under management tied to index products that (they have) created,” she cautioned that “if every single dollar coming into the market is a passive seller and there's no individual thought going into making investment decisions,” that could lead to “a herd mentality” that would create “a huge opportunity” for 澳洲幸运5官方开奖结果体彩网:arbitrage (the simultaneous purchase and sale of the same asset in different markets to profit from tiny price differences). This could make active investors come into the market, which could lead to “total (market) dislocation” (i.e., large, widespread asset mispricing that happens when financial markets operate under stressful conditions).

However, with investment research firms reporting that few (if any) active mutual funds perform better than passive index funds (especially over the long term), Friedman said that the biggest passive vs. active issue “over the next 10 to 20 years” is that “active managers (will have to) rethink what value they provide and how much they can charge for that (value).”

Friedman touched on another important consideration in the active vs. passive debate (i.e., two different measurements of historical performance: alpha and beta). Alpha, which active investors try to keep high, is a measure of a portfolio manager's "edge” (i.e., their ability to outperform a market index). Beta, which passive investors try to keep low, is a measure of an asset’s risk against 澳洲幸运5官方开奖结果体彩网:systematic market risk (i.e., a risk that is inherent in the market as a whole, not just a parti𒈔cular company or industry), including the impact of all economic, geopolitical, and financial factors.

“When the market is primarily going in one direction (toward passive investing),” Friedman said that “it becomes increasingly difficult for active investors (who are compelled to seek alpha) to differentiate themselves from the beta of the market.”

Migrating Capital Markets to the Cloud: A🎶rtificial Intelligence, Alternativ🍸e Data, Machine Learning

Although there could be “(a market) cycle that will allow (active investors) to differentiate themselves positively (from) a passive fund,” Friedman said that active investors could also find “new ways to differentiate themselves through and 澳洲幸运5官方开奖结果体彩网:artificial intelligence”—two examples of active investment to﷽ols that are not open to passiv꧅e investors.

For example, under Friedman’s leadership in 2021, Nasdaq announced a multi-year partnership with 澳洲幸运5官方开奖结果体彩网:Amazon Web Services (AWS)—the 澳洲幸运5官方开奖结果体彩网:cloud services provider that controlled 33% of the entire market in 2021—to build the next generation of cloud-enabled infrastructure for the world’s capital markets.

Co-designed Nasdaq-AWS platforms will deploy two technologies that Friedman predicts will have a huge range of applications in the financial industry—and both are based on 澳洲幸运5官方开奖结果体彩网:algorithms (i.e., a series of instructions that tell computers how to accomplish specific tasks). The first, artificial intelligence (AI), is a set of algorithms to enable computers to mimic human intelligence and cope with complexity; the second, 澳洲幸运5官方开奖结果体彩网:machine learning (ML), is a set of algorithms to enable computers to learn from previous outcomes, make predictions, and complete tasks without being programmed.

As Nasdaq migrates capital markets to the cloud, the AWS infrastructure will provide AI and ML to power 澳洲幸运5官方开奖结果体彩网:high-frequency trading (HFT) systems that deliver an enormous competitive edge by leveraging complex algorithms to analyze multiple markets simultaneously and 澳洲幸运5官方开奖结果体彩网:execu🤡te large numbers of orders within seconds. Not only will AI and ML allow Nasdaq to deliver re𓃲al-time, mission-critical data to the investment community, but these algorithms will al𒈔so enable the use of extremely large (and previously unusable) data sets to create structured data and build applications.

Friedman’s other suggestion for active investors seeking to differentiate themselves is alternative data, which (in finance) means data from a wide range of non-traditional sources that inv♕estment firms can analyze to find a market edge. The sources can be anything from metrics on web traffic, app usage, and social media to satellite imagery on mall traffic, GPS data from cellular networks, and .

For example, in 2018, shortly after Friedman’s promotion to CEO, , an alternative data company that tracks private jets—including an Occidental Petroleum corporate jet that landed in Omaha, the headquarters of legendary investor 澳洲幸运5官方开奖结果体彩网:Warren Buffett, in April 2019. In this scenario, active investors, anticipating that a major energy deal was about to happen, could act swiftly to take advantage before the Occidental share price soared skyward.

Frictionless Trading and Market Efficiency: Artificial Intelligence, Blockc🍌hain, Quantum 🍸Computing

As our conversation turned to how the rapid evolution of technology across capital markets will impact the way exchange🌌s operate over the next 10 to 20 years, Friedman said that the essential role of exchanges as “central hub(s) where buyers and sellers come together will continue to be very much alive and well.”

Without exchanges acting as intermediaries, “a buyer of a company and a seller of a company” would not be able “to buy and sell at a price they are looking for at a time that they're looking for.”

On the other hand, Friedman said that technology will certainly have a significant—and positive—impact on the way exchanges operate in (at least) two core areas that are currently not optimal: 澳洲幸运5官方开奖结果体彩网:frictionless trading and 澳洲幸运5官方开奖结果体彩网:market efficiency.

“The (current) level of friction”—the total direct and indirect costs associated with the execution of financial transactions—has been “a very hard nut to crack“ for all stakeholders, including “the broker-dealers, all the intermediaries, and the investors, particularly 澳洲幸运5官方开奖结果体彩网:institutional investors.” She anticipates that, within 10 to 20 years, the entire 澳洲幸运5官方开奖结果体彩网:trade settlement process—from the date that an order is executed in the market to the date that the trade is finalized—will be “much more streamlined…across 澳洲幸运5官方开奖结果体彩网:asset classes"—and that it will be driven by 澳洲幸运5官方开奖结果体彩网:blockchain or a similar big-data 澳洲幸运5官方开奖结果体彩网:analytics technology.

Friedman’s second example of a currently suboptimal area that will be expedited by technology is the slow progress from 澳洲幸运5官方开奖结果体彩网:market inefficiency to 澳洲幸运5官方开奖结果体彩网:perfect market efficiency: a hypothetical market condition in which share prices reflect all available, relevant information, so there are no undervalued or overvalued securities and no way to "beat" the market. Her predictions as the most likely technologies to solve market inefficiency are artificial intelligence and 澳洲幸运5官方开奖结果体彩网:quantum computing.

As we look ahead over the next 10 to 20 years, AI is already being deployed, and prototypes of quantum computers, which use the properties of quantum physics to store data and perform computations, can already calculate “158 million times faster than the world’s fastest supercomputer.”

As the “march towards (even more) actionable…artificial intell🦩igence” continues, Friedman said that the entire investment community will be able to “synthesize…mountains of data,” draw much better conclusions and make much better decisions. “If you (could) then pile on top of AI... the potential of quantum computing” to analyze “thousands of outcomes in seconds,” all investors would ha🍎ve all the necessary data to determine the right price to buy or sell every company and asset class—and capital markets across the globe could theoretically become perfectly efficient.

Regulatory Technology: Deep Learning AI

Another crucial area for Friedman as she charts Nasdaq’s future is RegTech (regulatory technology) to manage all monitoring, reporting, and compliance processes within ဣthe financial industry.

In fact, Friedman considers RegTech the most important artificial intelligence technology that Nasdaq has already deployed (i.e., the market monitoring products that “root out bad behavior, market manipulation, [and] insider trading—all the bad things that make markets unfair”). For example, in 2019, Nasdaq launched an artificial intelligence platform to boost their 澳洲幸运5官方开奖结果体彩网:market surveillance functionality with new technologies to expand the range of malicious aꦰctivity their syst🌺ems can detect.

The platform includes: (to identify extremely complex patterns and hidden relationships in massive amounts of data); (to create new models from old models (e.g., to detect new forms of financial crime in new markets); and (to allow analysts to share their expertise with the machine efficiently).

Nasdaq’s AI technology is "such a critical part of (the) roadmap” to ensure that “all the right defenses (are) in place” to eliminate bad behavior that the company launched their market surveillance technology beyond their own market to other markets and the broker-dealer platform—a total of “50 other exchanges, 12 regulators, and about 160 broker-dealers.”

The Technology Underpinning Capital Markets

Under Friedman's leadership, Nasdaq is leading in digital innovation while tackling the challenges of technology and regulation. Friedman advocates for a balanced approach to technology adoption and regulatory compliance, aiming to drive economic growth and ensure security. Friedman's strategy ensures the U.S. remains a leader in innovation, bolsters economic stability, and upholds democratic principles.

For example, now that “consuming and managing datasets in the cloud is…the norm,” Friedman led Nasdaq's 2021 launch of , a cloud-based platform that provides “all segments of the investing public with a comprehensive suite of core financial, fund, and alternative data…to generate alpha, manage risk, and gain transparency into public and private markets.”

In the era of low-cost products and falling prices for trade execution, Friedman said that Nasdaq's most important function over the next two decades will be “to provide the technology underpinning the data and insights (that) allow… capital markets around the world to flourish.

The Bottom Line

For active investors seeking to differentiate themselves, Friedman 𒊎advised in🔴vestment tools that are not open to passive investors, including technologies that deliver an enormous competitive edge by leveraging alternative data and artificial intelligence.

Friedman anticipates that fricti❀on in the market will be greatly reduced when the entire trade settlement process is driven by blockchain or a similar big-data analytics technology.

Friedman also predicts that the massive♈ storage, processing, and computational capacity of artific𝔍ial intelligence and quantum computing will correct market inefficiency.

ꦅ Rather than debating the future significance of going public on the Nasdaq, Friedman believes that the real issue is that a convergence between public and private markets is inevitable.

Friedman said that the essential role of exchanges as central hubs where buyers and sellers come together will continue—but that Nasdaq's most important future function will be provider of the technology that allows capital markets to flourish.