Browsing: artificial intelligence

Posts Tagged ‘ artificial intelligence ’

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


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


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


‘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


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


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


Are the Robots Really Taking Over?

Mar 5th, 2020 | Filed under: Newly Added, Fintech, Technology, Artificial Intelligence, CAIA Alternative Viewpoints, Asset Allocation Models, Machine Learning, Hedge Funds, Allocating to A.I., Other Topics in A.I.

By Aaron Filbeck, CFA, CAIA, CIPM, Associate Director, Content Development at CAIA Association Excerpted from the Alternative Investment Analyst Review, Volume 8, Issue 3 The Alternative Investment Analyst Review is the official publication of the CAIA Association.  Access to the most current issue is an exclusive benefit of CAIA Membership whileRead More


In the room where it happens: An investigation of the potential of regulatory technology

Feb 26th, 2020 | Filed under: Newly Added, Technology, Artificial Intelligence, CAIA Alternative Viewpoints, Machine Learning

Keith Black, PhD, CFA, CAIA, FDP, Managing Director of Content Strategy at CAIA Association Do you want to be in the room where it happens, when “The Smartest Guys in the Room”* are plotting their fraud and trying to prevent the demise of Enron? Look around at how lucky weRead More


Beyond the Meat; Beyond the Traditional

Feb 6th, 2020 | Filed under: Private Equity, Newly Added, Equity Types of Private Equity, CAIA Alternative Viewpoints, ESG, Hedge Funds, Private Investments, Allocating to A.I., Other Topics in A.I.

By Aaron Filbeck, CFA, CAIA, CIPM, Associate Director, Content Development at CAIA Association Building the Burger I love when our industry uses analogies to describe investment concepts, so I must applaud one of the introductory pieces to JPMorgan’s 2020 Global Alternatives Outlook. In their introduction to the report, the authorsRead More


A Conversation with the Institute of Business Ethics

Jan 30th, 2020 | Filed under: Newly Added, Technology, Artificial Intelligence, CAIA Alternative Viewpoints, The A.I. Industry, Machine Learning, Other Topics in A.I.

By Keith Black, PhD, CFA, CAIA, FDP | Managing Director, Content Strategy at CAIA Association Recently, CAIA Association sat down for a conversation with Guen Donde, the Head of Research for the Institute of Business Ethics (IBE).  Life moves pretty fast in the world of GDPR, big data, and artificialRead More


Start Your Algorithms: Speed is Good Again, or is it?

Dec 30th, 2019 | Filed under: Algorithmic and high-frequency trading, Hedge Fund Strategies, Newly Added, Fintech, Alpha Strategies, Technology, Artificial Intelligence, Business News, The A.I. Industry, Hedge Funds

Until the final days of 2019, it has been a quiet year for high-frequency trading-related news. The whole concept of a trade executed in nanoseconds, and the related concept of a trading program managed with only sporadic human intervention or oversight, have all faded into background assumptions. What remains isRead More


Climate Change and Artificial Intelligence as Investment Mega-Trends

Sep 24th, 2019 | Filed under: Private Equity, Newly Added, Alpha Strategies, Venture capital, The Global Economy & Currencies, Technology, Artificial Intelligence, Other Issues in Private Investments, The A.I. Industry, Frontier markets, Emerging Alternative Investments, Private Investments, SRI and Clean Energy, Other Topics in A.I.

A report from CREATE in collaboration with BNY Mellon looks at two related megatrends in investing—climate change and artificial intelligence. It asks in each case: how is this trend perceived in terms of opportunities and risks? What are the specific investment issues involved or solutions likely to be adopted? AndRead More


EY Reports on Alternative Investments and Artificial Intelligence

Nov 13th, 2018 | Filed under: Hedge Fund Industry Trends, Private Equity, Hedge Fund Strategies, Newly Added, Risk management, The A.I. Industry, Hedge Funds, Private Investments

The twelfth annual report of what used to be known as the EY Global Hedge Fund Survey has been re-christened the EY Global Alternative Fund Survey. As it has under the earlier name, EY again records the views of fund managers and investors around the globe on a wide rangeRead More


Neural Networks and EPS Prediction

Jul 12th, 2018 | Filed under: Newly Added, Technology, Risk Management Strategies & Processes, Risk Management & Operations, Other Topics in A.I.

Yes, it sounds a bit like the phrase “jumbo shrimp,” in terms of sense, but a “long short-term memory neural network” is an important recent advance in artificial intelligence research. The term refers to a neural network devised with “forget gates” attached to cells of memory, originally in order toRead More


Deloitte on the 2018 Outlook for Managers

Dec 29th, 2017 | Filed under: Hedge Fund Industry Trends, Newly Added, The A.I. Industry, Structure of the Hedge Funds Industry

A new Deloitte report on the year ahead says that 2018, globally, “could be the year that records the highest average [mergers and acquisitions] deal value” for the investment manager sector. Also, this will be a big year for artificial intelligence and machine-learning algorithms; Deloitte predicts that 70% of newRead More


Artificial Intelligence and Productivity: NBER Takes a Look

Nov 21st, 2017 | Filed under: Newly Added, The Global Economy & Currencies, Business News, Macroeconomics, Finance & Economics

A new working paper from the National Bureau of Economic Research, in Cambridge, Mass., discusses what its authors see as a paradox: although artificial intelligence has made astonishing advances in the last 20 years, taking along with it related technologies and stock prices, real income has stagnated, and productivity seemsRead More