What if institutional investors could turn their portfolio companies’ quarterly earnings calls into actionable data by analyzing their sentiment over time? The Alberta Investment Management Corp. is attempting to do just that, in partnership with Edmonton-based machine learning company AltaML Inc. Using a form of artificial intelligence called natural language processing, AltaML is analyzing the […]
Traditionally, all finance students had to learn statistics, and, in the future, this will likely shift into finance students requiring machine learning, said John Hull, professor of finance and Maple Financial Group Chair in derivatives and risk management at the University of Toronto’s Rotman School of Management. “It’s not that our students are actually going […]
“If you torture the data long enough, it will confess.” Opening the keynote address at the Northern Finance Association Conference in September with this quote by Nobel Prize-winning economist Ronald Coase, Campbell Harvey, professor of finance at Duke University, spoke about the challenges of using data empirically. He cited being careful about data selection, delegation, […]
Looking at South Korea today, it’s hard to believe the country was one of the world’s poorest just a few decades ago. But since the 1960s, its economy has been growing quickly. “In fact, from the mid-1960s to the mid-1970s, it had one of the highest growth rates in the world, and at times in […]
While the term artificial intelligence was first coined in 1956 and has come in and out of vogue, it’s likely here to stay this time, said Paulo Salomao, managing director of asset management and pensions at Accenture, speaking at the CFA Society Toronto’s annual spring pension conference on March 28. An AI winter isn’t on […]
While the role of data in equities management is important, human expertise is still key, according to speakers at the CFA Society Toronto’s 2019 equities symposium on Jan. 22. “If you want to beat the market as an active manager you have to believe you know something that the market hasn’t incorporated into prices,” said […]
With technology disrupting various industries, the opportunities are clear. But how can companies ensure they’re adopting new technology responsibly, while minimizing risks? A paper published by MFS Investment Management outlines a framework for how to review the ethics of technology when looking at companies as investments. “We don’t really look at any company as being […]
Seeing the reality beyond investor pessimism.
Coverage of the 2018 Global Investment Conference
We’re poised to allow robots to make more decisions – what happens when they’re wrong?