Browsing: Other Topics in A.I.

Other Topics in A.I.

Cryptocurrencies: Asset Class or Something Else?

Oct 22nd, 2020 | Filed under: Newly Added, The Global Economy & Currencies, Digital currencies, Other Issues in Private Investments, Alternative Investments in Context, Frontier markets, Emerging Alternative Investments, Other Topics in A.I.

By Daniele Bianchi, PhD With the rising prices of Bitcoin and public awareness on blockchain, investors have drawn their attention to cryptocurrency markets, driven by the promise of significant returns compared to the flat or negative yields in more traditional asset classes. But how should investors examine cryptocurrencies in theRead More


The Alternative Imperative, Part 1

Oct 6th, 2020 | Filed under: Algorithmic and high-frequency trading, Hedge Fund Strategies, Newly Added, Alternative data, Technology, Artificial Intelligence, Alternative Investments in Context, Machine Learning, Hedge Funds, Other Topics in A.I.

By Rick Roche, CAIA, Managing Director of Little Harbor Advisors, LLC Part 1 of a two-part series on Alternative Investment Data (Alt-Data) in the COVID Era. In Part 1, the author makes the case for high-frequency, short-interval Alt-Data while discussing three primary drawbacks of interpreting official economic statistics amid aRead More


Introduction to Insurance-Linked Securities

Oct 5th, 2020 | Filed under: Newly Added, Credit Derivatives, Structured Credit Products, Structured Products, Other Topics in A.I.

By Chin Liu, Director of Insurance Linked Securities and Quantitative Research, Portfolio Manager; Campbell Brown, Portfolio Manager;  and Joe Morgart, Client Portfolio Manager,  at Amundi Pioneer Insurance-linked securities (ILS) is an alternative asset class offering investors the potential for attractive risk-adjusted returns and desirable diversification1 benefits. This overview describes aRead More


What is Becoming Manifest about Cannabis?

Oct 4th, 2020 | Filed under: Newly Added, Frontier markets, Private Investments, Other Topics in A.I.

Consumers in the United States are expected to purchase US$10 billion in state-legal cannabis by the end of this year. This makes it a new emerging growth market at a time when so many other markets are contracting or failing altogether under the weight of the pandemic and other economicRead More


CONNECTING THE DOTS WITH AI AND KNOWLEDGE GRAPHS

Sep 20th, 2020 | Filed under: Newly Added, Alternative data, Artificial Intelligence, CAIA Alternative Viewpoints, Machine Learning, Other Topics in A.I.

By Mehrzad Mahdavi, PhD, Executive Director, FDP Institute Imagine if your social media posts or articles were generated automatically by AI as if they were authored by you…well, that day is here! The next generation of NLP called “Generative Pre-trained Transformer, third generation”, or GPT-3, was recently released for betaRead More


What If Bob Ross Was a Portfolio Manager?

Sep 14th, 2020 | Filed under: Industry Size & Managers, Newly Added, What about beta?, Machine Learning, Hedge Funds, Other Topics in A.I.

By Aaron Filbeck, CAIA, CFA, CIPM Associate Director, Content Development at CAIA Association If you’ve ever watched an old Bob Ross video, you’ve probably felt a combination of relaxation and, in many cases, exasperation… “how does he do that so effortlessly?!” While there are rarely “happy accidents” in investing, IRead More


AI, What Have You Done for Me Lately?

Sep 10th, 2020 | Filed under: Newly Added, Fintech, Artificial Intelligence, ETFs, Machine Learning, Hedge Funds, Allocating to A.I., Other Topics in A.I.

By Nicolas Rabener of FactorResearch (@FactorResearch) INVESTING IN AI VERSUS AI INVESTING “AI will probably most likely lead to the end of the world, but in the meantime, there’ll be great companies.” – Sam Altman If investors are looking for that one great AI company that will also end theRead More


Humans are Not Obsolete: We Bring the Razor

Sep 9th, 2020 | Filed under: Newly Added, Fintech, Artificial Intelligence, Machine Learning, Other Topics in A.I.

Artificial intelligence, understood in a broad sense to include Big Data and machine learning, is a vast as-yet unplumbed disruption for portfolio management and trading as for so much else. People are still trying to get a handle on it. These are fields in which there is a great dealRead More


From impact intention to impact management: Are you ready for the change?

Sep 7th, 2020 | Filed under: Newly Added, Asset allocation, Asset Allocation Models, Other Issues in Private Investments, Alternative Investments in Context, ESG, Private Investments, Other Topics in A.I.

By Sara Olsen and David Pritchard of SVT Group and Yuwei Shi of Middlebury Institute of International Studies at Monterey *Please take a moment to complete the brief survey at the conclusion of this article. Every investment generates or destroys social and environmental value, aside from financial return. One ofRead More


ESG Hedge Fund Managers and the Agency Problem

Sep 1st, 2020 | Filed under: Hedge Fund Industry Trends, Hedge Fund Strategies, Newly Added, ESG, Hedge Funds, Other Topics in A.I.

Economists in general, and scholars of finance in particular, have long been concerned with the “agency problem,” the conflict of interest inherent in any relationship where X is expected, and perhaps required by law or contract, to act in the best interest of Y. The problem exists because, for example,Read More


Regulatory Bread and Circuses 

Aug 31st, 2020 | Filed under: Retail Investing, Newly Added, What about beta?, Other Issues in Private Investments, Business News, Private Investments, Allocating to A.I., Other Topics in A.I.

By Bill Kelly, CAIA Association CEO Pictured above is the bust and the borrowed line of Juvenal, a Roman poet from the late first century. His cynical reference to bread and circuses was simply to say: feed and entertain the masses and they will forget what they wanted in the first place. The announcement this week from the SEC regarding their final ruling on amendments to the definition ofRead More


Traditional vs. Modern Approaches to Shipping Markets: Gut Instinct vs. Data-Driven 

Aug 30th, 2020 | Filed under: Newly Added, Other Topics in A.I.

By Richard Stephenson, CAIA – Executive Chairman at TonnEdge, and Director at Gestion Maritime Group Introduction by Alessandro Sanos, CAIA – Global Director, Commodities at Refinitiv Introduction With its silent efficiency, shipping is rarely in the spotlight. To the uninitiated, this industry could be perceived as a marginal market, butRead More


IS DOWNSIDE RISK PRICED IN CRYPTOCURRENCY MARKET?

Aug 23rd, 2020 | Filed under: CAPM / Alpha Theory, Newly Added, Risk management, Digital currencies, Risk Management Strategies & Processes, Emerging Alternative Investments, Finance & Economics

By Victoria Dobrynskaya, PhD, associate professor of Finance at National Research University Higher School of Economics Looking at the whole cryptocurrency market through the prism of standard multi-factor asset-pricing models reveals that there is a significant heterogeneity in the exposure to the downside market risk across coins, and that aRead More


EUROPEAN GREEN DEAL: TOWARDS A ZERO-CARBON URBAN ENVIRONMENT

Aug 20th, 2020 | Filed under: Newly Added, Socially responsible investing, The Global Economy & Currencies, Alternative Investments in Context, ESG, Economics, Climate change, Macroeconomics, SRI and Clean Energy, Finance & Economics, Other Topics in A.I.

Part 1 of a multi-part series: The Role of the EU, National Governments & Local Authorities By Christos Angelis, CAIA – Director at Masterdam INTRODUCTION In light of the exciting developments in the European Union regarding the European Green Deal (EGD)[1] presented in the end of 2019, it would beRead More


What Covid-19 Teaches Us About Resilience

Aug 18th, 2020 | Filed under: Newly Added, ESG, Macroeconomics, Other Topics in A.I.

In late February and early March, we witnessed what the European Corporate Governance Institute calls an “an exogenous and unparalleled” crash, during which the S&P 500 shed one-third of its value, dropping from approximately 3,300 on Feb. 20 to close at 2,200 one month later. This provided a natural experimentRead More


Do You Know Your ABZ’s?

Aug 10th, 2020 | Filed under: Retail Investing, Newly Added, Institutional Investing, What about beta?, Other Issues in Private Investments, Smart Beta, Institutional Asset Management, Liquid Alternative Investiments, Private Investments

By Bill Kelly, CEO, CAIA Association Perhaps the most prescient definition of alpha is simply undiscovered beta, and if you look at this idea through the quinquagenarian endowment model, you might just see the point. In the good old days, investment performance and alpha were one in the same. Along cameRead More


Will the DOL Decision on Private Equity Impact the Democratization of Alternative Investments?

Aug 4th, 2020 | Filed under: Retail Investing, Private Equity, Newly Added, Asset allocation, Equity Types of Private Equity, Asset Allocation Models, Liquid Alternative Investiments, Private Investments, Allocating to A.I.

By Rashad Kurbanov, CEO & Co-Founder at iownit capital and markets Alternative investments have been around for decades and have been a part of institutional investment portfolios for the majority of the time. Institutional investors have increasingly allocated their investment capital to these investments with an expectation that they willRead More


Transparency…Democracy…Liquidity

Aug 2nd, 2020 | Filed under: Newly Added, Fintech, Technology, Other Topics in A.I.

The structure of financial markets has changed substantially since the 2014 publication of Michael Lewis’ Flash Boys. Much that was shocking and new then is now taken for granted. Also, the world of investments is in a sense more democratic now, with Robinhood transforming the model of retail investing, andRead More


Understanding the Limitations of Liquid Alternatives

Jul 30th, 2020 | Filed under: Retail Investing, Hedge Fund Strategies, Newly Added, Alternative Mutual Funds, 130/30, Liquid Alts, Alternative Investments in Context, Smart Beta, Hedge Funds, Liquid Alternative Investiments, Allocating to A.I.

By Shana Sissel, CAIA, Spotlight Asset Group More than a decade ago the world of alternative investments witnessed hedge-fund-inspired Investment Act of 1940 (40 Act) funds appear on the scene. Much like their private alternative counterparts, liquid alternatives offer valuable diversification benefits within traditional portfolios, but it’s important to keepRead More


Impact Investing Won’t Save Capitalism, But Its Example Might

Jul 22nd, 2020 | Filed under: Private Equity, Social investing, Newly Added, Asset allocation, Socially responsible investing, Equity Types of Private Equity, Asset Allocation Models, Other Issues in Private Investments, ESG, Private Investments, SRI and Clean Energy, Other Topics in A.I.

By Michael O’Leary and Warren Valdmanis GIIN’s 10th Anniversary report highlights new records, but what’s the endgame? When the Global Impact Investing Network (GIIN) issued its first survey a decade ago, the term “impact investing” had only been coined three years earlier. Just 24 investors responded. In GIIN’s tenth anniversaryRead More


Seeking to Predict Recessions? Focus on the Forest—Not the Trees

Jul 21st, 2020 | Filed under: Newly Added, Alternative data, Artificial Intelligence, CAIA Alternative Viewpoints, Alternative Investments in Context, Machine Learning, Other Topics in A.I.

By Keith Black, PhD, CFA, CAIA, FDP, Managing Director, CAIA Association The FDP Institute recently spoke with Al Yazdani, the chief data scientist and founder of Calcolo Analytics, regarding his forthcoming article in the Journal of Financial Data Science: “Machine Learning Prediction of Recessions: An Imbalanced Classification Approach.” The authorRead More


Technology: Aiding and Abetting the Democratization of Alternative Investments

Jul 14th, 2020 | Filed under: Hedge Fund Industry Trends, Private Equity, Hedge Fund Strategies, Newly Added, Fintech, Venture capital, Technology, Artificial Intelligence, Other Issues in Private Investments, Machine Learning, Hedge Funds, Private Investments, Other Topics in A.I.

A recent working paper for the European Corporate Governance Institute maintains that technology has the potential to make hedge funds and private equity more accessible to the retail investor. The paper, by Omololu Bajulaiye of Tilburg University, along with some other scholars begins with the non-controversial proposition that venture capital,Read More


Changes are coming

Jul 12th, 2020 | Filed under: Newly Added, Fintech, Technology, Artificial Intelligence, CAIA Alternative Viewpoints, Machine Learning, Other Topics in A.I.

This article was co-authored by Dr Mehrzad Mahdavi and Hossein Kazemi, Phd, CFA from FDP Institute, and William J. Kelly from CAIA Association Digital transformation, with artificial intelligence and machine learning technologies at its core, has created unprecedented challenges and opportunities across all industries.  The financial sector will be profoundly affected as demonstrated by numerous use casesRead More


Looking For Sustainability in Energy SDG Credits

Jul 9th, 2020 | Filed under: Newly Added, Socially responsible investing, ESG, SRI and Clean Energy, Finance & Economics, Other Topics in A.I.

A new report by two analysts at Robeco discusses sustainability trends in energy credits, especially in the era of Covid 19. The analysts acknowledge the demand collapse that is keeping crude oil, and accordingly alternatives fuels, at very low values. Their focus is on what lies ahead for energy credits.Read More


Change is in the Air, But Will It Stay?

Jul 7th, 2020 | Filed under: Newly Added, The A.I. Industry, Personalities in AI

By Debbie McLean, Managing Director of Global Relations at CAIA Association I’m one of five women in my family who attended an all-women’s college. Mount Holyoke was established 183 years ago to be the “Harvard equivalent” for women who were not allowed to attend the prestigious university perched on theRead More


FINANCIAL RETURNS IN REWARD-BASED CROWDFUNDING

Jul 5th, 2020 | Filed under: Retail Investing, Newly Added, Venture capital, Crowdfunding, Angel investing, Other Issues in Private Investments, Alternative Investments in Context, Emerging Alternative Investments, Private Investments, Other Topics in A.I.

By Victoria Dobrynskaya, PhD, associate professor of Finance at National Research University Higher School of Economics Investments in reward-based crowdfunding campaigns give backers a variety of benefits, such as enjoyment in participating in a creation of a new product, being a part of a similar-minded community, altruistic pleasure of helpingRead More


Machine Learning Goes Global

Jul 2nd, 2020 | Filed under: Newly Added, Technology, Artificial Intelligence, Machine Learning, Other Topics in A.I.

A recent test of machine learning in pursuit of alpha finds results similar to what established literature already suggests in looking specifically at the value of algorithms in the US market. But this study then goes global, in a way that most of existing literature on this question has not,Read More


‘Expectations Will Increase’ on E(E)SG

Jun 30th, 2020 | Filed under: Newly Added, Asset allocation, Asset Allocation Models, ESG, Allocating to A.I., Other Topics in A.I.

 Adam O. Emmerich of the corporate and securities law firm Wachtell Lipton in a recent memo cautioned the firm’s corporate clients that the expectations on them with regard to transparency on environmental, social, and governance matters will increase in the months ahead. His emphasis is on the social part ofRead More


CRE Debt & the Downturn: What’s Next?

Jun 23rd, 2020 | Filed under: Derivatives, Newly Added, Credit Derivatives, Alternative Investments in Context, Structured Products, Other Topics in A.I.

By Matt Malone, Managing Director, Real Estate and Andrew Korz, Associate, Investment Research, FS Investments As the COVID-19 pandemic has swept across the world, it has become clear that the necessary steps being taken by governments to protect human life have thrust the global economy into a recession. In theRead More


The Allusivity Premium

Jun 22nd, 2020 | Filed under: Retail Investing, Newly Added, Institutional Investing, What about beta?, Liquid Alts, Alternative Investments in Context, Smart Beta, Institutional Asset Management, Liquid Alternative Investiments, Other Topics in A.I.

By Bill Kelly, CEO, CAIA Association Since this What About Beta column started about two years and almost 75 entries ago, the goal has always been to take a CAIA article, a relevant news story, or an industry trend and amplify it, replete with an occasional catchy title, and maybeRead More


SAVING THE WORLD BY ‘TECHNOLOGIZING’ INSTITUTIONAL INVESTMENT

Jun 21st, 2020 | Filed under: Newly Added, Alternative data, Institutional Investing, Technology, Artificial Intelligence, Alternative Investments in Context, ESG, Endowments & Foundations, Climate change, Institutional Asset Management, Machine Learning, Other Topics in A.I.

By Ashby Monk, Executive and Research Director at Global Projects Center, Stanford University & Dane Rook, Research Engineer at Global Projects Center, Stanford University “The world needs institutional investors to save society as we know it.” Say these words to your mother, and she may check your temperature; say them at aRead More


Pursuing Diversification with Cryptocurrencies

Jun 18th, 2020 | Filed under: Newly Added, The Global Economy & Currencies, Digital currencies, Emerging Alternative Investments, Other Topics in A.I.

By Andrew Keenan, CAIA, CFA, CBP, Assistant Vice President – Valuation Risk and Control at Credit Suisse Overview The recent release of CAIA Association’s seminal report “The Next Decade of Alternative Investments: From Adolescence to Responsible Citizenship” underscored four key tenets for the investment industry to adhere to and emphasizeRead More


UK Stewardship Code: Stepping Up as Corporate Guardians

Jun 14th, 2020 | Filed under: Newly Added, Institutional Investing, ESG, Institutional Asset Management, Other Topics in A.I.

It has been 10 years since the United Kingdom introduced a Stewardship Code, drawn up by its Financial Reporting Council (FRC), a quasi-governmental agency. The code was meant to remedy some of the inadequacies in the system of corporate governance that, it was thought, the crises of 2007-2008 had revealed.Read More


‘HAL, Determine the Fatness of the Tail’

Jun 11th, 2020 | Filed under: Algorithmic and high-frequency trading, Newly Added, Technology, Artificial Intelligence, Business News, Machine Learning, Finance & Economics, Other Topics in A.I.

There has been a lot of commentary in the financial press about the idea of “fat tails,” that is, about the idea that disasters are more common than a normal or bell curve view of probability would lead one to expect. Indeed, one might even say that there is someRead More


A Target Date for Target Dates

Jun 8th, 2020 | Filed under: Consultants, Retail Investing, Private Equity, Newly Added, Alternative Mutual Funds, Asset allocation, Equity Types of Private Equity, What about beta?, Asset Allocation Models, Other Issues in Private Investments, Institutional Asset Management, Private Investments, Allocating to A.I.

By Aaron Filbeck, CAIA, CFA, CIPM | Associate Director, Content Development at CAIA Association While every retirement plan participant has unique life and planning circumstances, they generally (and almost evenly) split into two broad categories regarding investment philosophies: the do-it-yourself crowd and the do-it-for-me crowd. The do-it-yourself crowd typically followsRead More


Has the Corona Virus Helped to Erode the Hype Around Artificial Intelligence?

Jun 4th, 2020 | Filed under: Newly Added, Technology, Artificial Intelligence, Business News, Machine Learning, Other Topics in A.I.

By Dr. Mehrzad Mahdavi, Executive Director, CEO Financial Data Professionals Institute According to a recent WSJ article, (subscription required) many companies have just discovered that AI is not some kind of magic sauce that could be poured over any business process to transform it into a moneymaking machin. The article also points outRead More


How Often Do Investors Google ‘Climate Change’?

Jun 2nd, 2020 | Filed under: Newly Added, Socially responsible investing, Alternative Investments in Context, ESG, Climate change, Other Topics in A.I.

Two scholars at Copenhagen Business School, Denmark  have devised what they call a “text-based sustainability sentiment measure,” that is, a quantification of when and to what extent concerns about climate change are rising amongst investors, with a likely consequence for the success of an ESG-oriented trading policy. The authors areRead More


Stat Arb, Algos and the Difference Between Cats and Dogs

Jun 1st, 2020 | Filed under: Algorithmic and high-frequency trading, Hedge Fund Strategies, Newly Added, Artificial Intelligence, Business News, The A.I. Industry, Machine Learning, Hedge Funds, Other Topics in A.I.

A co-founder of Quantigic Solutions has presented what he calls “the freshmanlevel” answer to the question: why did dollar-neutral quant trading strategies, such as equities stat arb, fail so markedly during the COVID-19 market sell-off? Zura Kakushadze, a professor at the Free University of Tblisi, is on reasonably solid groundRead More


Diving Deeper into the Deep Learning Pool

May 17th, 2020 | Filed under: Newly Added, Technology, Artificial Intelligence, Machine Learning, Other Topics in A.I.

Dmitry Borisenko, an independent scholar and a former quantitative analyst at Krauspartner Investment Solutions, posted a complicated article last year with the deceptively simple title, Dissecting Momentum: We Need to Go Deeper. As the title suggests, Borisenko begins with the momentum strategy as a means of reaching alpha. Variables basedRead More


Data Scientists Should Do Drugs!

May 14th, 2020 | Filed under: Newly Added, Alternative data, Technology, Artificial Intelligence, CAIA Alternative Viewpoints, Alternative Investments in Context, Machine Learning, Other Topics in A.I.

By Keith Black, PhD, CFA, CAIA, FDP Now that this attention-grabbing headline has drawn you in, let me clarify. Data scientists should not partake in illegal drugs. Data scientists should participate in pharmacological research, as artificial intelligence and machine learning can add value, even when the data scientist does notRead More


Model Risk Management as Algo Trading Expands

May 10th, 2020 | Filed under: Algorithmic and high-frequency trading, Newly Added, Technology, Artificial Intelligence, The A.I. Industry, Machine Learning, Risk Management & Operations, Other Topics in A.I.

The FICC Market Standards Board Ltd. (FMSB) is a London-based standards body for participants in the wholesale fixed income, currencies, and commodities (FICC) markets. It has been looking into the root causes of market misconduct, and pursuant to that research it recently published a report on the “themes and challenges”Read More


ETFs, Systemic Risks, and a Real-Time Test

May 5th, 2020 | Filed under: Retail Investing, Newly Added, Liquid Alts, ETFs, The A.I. Industry, Liquid Alternative Investiments

ETFs are one of the routes by which once alternative and elite-access-only strategies have become democratized or gone retail. As a result of this trend, we have synthetic ETFs, smart beta ETFs, leveraged ETFs, and inverse ETFs. A recent study study provides some reassurance about concerns that have motivated kickbackRead More


Major PE/VC Firms Back New Approaches to Quantum Computing

Apr 23rd, 2020 | Filed under: Private Equity, Newly Added, Venture capital, Equity Types of Private Equity, Technology, Artificial Intelligence, The A.I. Industry, Private Investments, Other Topics in A.I.

In October 2019, Google announced quantum supremacy: the creation of a special-purpose computer using quantum processors that could perform a calculation impossible for a digital computer. A computer Google named Sycamore resolved in just three minutes a computational challenge that would have required a digital computer 10,000 years. Remarkable asRead More


The Algorithms that will Find the ESG Tipping Point

Apr 16th, 2020 | Filed under: Newly Added, Technology, Artificial Intelligence, ESG, The A.I. Industry, Machine Learning, Other Topics in A.I.

A recent literature review conveys the state of scholarly understanding of ESG alpha.It also discusses how machine learning may help alternatives managers to track, and at the right time to pounce upon, a critical tipping point. Joachim Erhardt, a managing director at Landesbank Baden-Württemberg (LBBW) and an independent scholar, startsRead More


Peeling Back the Wrapper of Hedge Fund Strategies

Apr 13th, 2020 | Filed under: CAPM / Alpha Theory, Hedge Fund Strategies, Alpha & Beta, Equity Hedge Funds, Newly Added, Institutional Investing, Alpha Strategies, Event-Driven Hedge Funds, CAIA Alternative Viewpoints, Liquid Alts, Institutional Asset Management, Macro and Managed Futures Funds, Hedge Funds, Relative Value Hedge Funds, Liquid Alternative Investiments, Allocating to A.I., Other Topics in A.I.

By Aaron Filbeck, CAIA, CFA, CIPM, Associate Director, Content Development at CAIA Association During CAIA Association’s most recent Virtual Chapter event, Keith and I (virtually) sat down with Chris Tidmore, CFA, CPA at The Vanguard Group to discuss Vanguard’s recent whitepaper, “The Wrapper Matters: Comparing Liquid Alternatives to Hedge Funds”Read More


Hedge Funds, Sustainable Investing, and the Data Gap

Apr 12th, 2020 | Filed under: Newly Added, ESG, The A.I. Industry, Hedge Funds, Other Topics in A.I.

KPMG and CREATE have collaborated on a new report on the involvement of hedge funds in sustainable investing, which they define as investing that aims at three interlocking results: avoid harm and mitigate ESG risks; benefit all stakeholders; and contribute solutions to societal problems. The involvement of hedge funds inRead More


Machine Learning, Quant Models, and ESG factors: Who Uses Them and What Data Do They Mine?

Apr 9th, 2020 | Filed under: Newly Added, Alternative data, Technology, Artificial Intelligence, CAIA Alternative Viewpoints, ESG, Machine Learning, Other Topics in A.I.

Keith Black, PhD, CFA, CAIA, FDP, Managing Director of Content Strategy, CAIA Association CAIA Association and FDP Institute recently had a conversation with Mike Chen and George Mussalli. Dr. Chen is the director of equity investments and Mr. Mussalli is the managing director and CIO of equity investments at PanAgora.Read More


Where has all the diversification gone?

Apr 7th, 2020 | Filed under: Newly Added, Liquid Alts, The A.I. Industry, Liquid Alternative Investiments, Allocating to A.I., Other Topics in A.I.

By Beth Anne Byrne and Kara O’Halloran, FS Investments Warren Buffett’s famous quote reads “You only learn who has been swimming naked when the tide goes out”. The tide is most certainly out now, and many portfolios have been exposed. The historic bull market has ended, and with it theRead More


The Unmasking of ESG 

Apr 6th, 2020 | Filed under: Newly Added, What about beta?, ESG, SRI and Clean Energy, Other Topics in A.I.

By Bill Kelly, CEO, CAIA Association PPE has entered the global vernacular, courtesy of another (deadly) acronym now known as COVID-19. The latter needs no additional introduction, as the former (Personal Protective Equipment) has been one of the many combat weapons to staunch the relentless march of what is now a global pandemic. Of the many things we are learningRead More


Using Alternative Data and Machine Learning in Alternative Asset Classes

Mar 30th, 2020 | Filed under: Algorithmic and high-frequency trading, Newly Added, Alternative data, Fintech, Risk management, Technology, Technology, Artificial Intelligence, CAIA Alternative Viewpoints, Machine Learning, Risk Management & Operations, Other Topics in A.I.

Keith Black, PhD, CFA, CAIA, FDP, Managing Director of Content Strategy, CAIA Association Michael Oliver Weinberg and Peter Strikwerda work at the Dutch pension fund APG and serve as the head of hedge funds and alternative alpha and the global head of digital and innovation, respectively. CAIA Association and FDPRead More