Sun, Aug 16, 2026
A A A
Welcome Guest
Free Trial RSS pod
Get FREE trial access to our award winning publications
Alternative Market Briefing

Uses and limits of AI and machine learning in finance

Thursday, April 12, 2018

Komfie Manalo, Opalesque Asia:

Artificial intelligence (AI) and machine learning offer potential solutions in speeding up the portfolio manager and analyst's perspective on what information is relevant in the marketplace and how that affects their thought process and how they should respond to it.

Rick Doucette, CEO and CIO of Antecapio Investment Partners, said that technology comes into play to provide better solutions to such problems.

He told participants of the latest Opalesque Connecticut Roundtable, "My sense of AI and machine learning is that many people are pushing to use the technology as a decision-making function. However I don't look at it as a decision-making function. I don't think that the technology has advanced to the point where you can rely upon it as a decision-maker within a fundamental discretionary strategy."

He explained that the margin of error when using technology as a tool in decision-making is between 15 and 35% range, which makes perfect sense for quant managers. Doucette said that with a strong base of risk management, a manager can still make money being right 52% of the time, but as a fundamental discretionary investor that's too big a margin."

AI as intelligent trolling device for information

According to Doucette, AI is a tool that can also be adapted to the fundamental manager and his or her style or approach to using informa......................

To view our full article Click here

Previous Opalesque Exclusives                                  
Previous Other Voices                                               
Access Alternative Market Briefing

 



  • Top Forwarded
  • Top Tracked
  • Top Searched
  1. Other Voices: Nvidia extraordinary growth and the challenge of sustaining demanding valuations over time[more]

    Antonio Di Giacomo, Senior Market Analyst at XS.com, writes: Nvidia has established itself as one of the most extraordinary growth companies in the global technology sector. Over the past two fiscal years, its revenues have risen from levels close to $60 billion annually to well above $120 billi

  2. And, finally: Time to share it with the people[more]

    From Newsoftheweird: Leavenworth, Washington, has become a tourist destination because of the Bavarian theme businesses have adopted there, NPR reported. One shop, the Leavenworth Nutcracker Museum, houses the world's largest nutcracker collection, thanks to 101-year-old Arlene Wagner. Wagner sta

  3. Opalesque Exclusive: Private Markets Evergreen Funds - An Insider's View[more]

    Matthias Knab, Opalesque for New Managers: Private Markets Evergreen Funds: What Investors Need to Know Before They Dive In The democratization of private markets is well underway. Structural barriers t

  4. 755 Unicorns, $8 Trillion: Fifth Era maps the autonomous digital economy[more]

    Matthias Knab, Opalesque for New Managers: Fifth Era Partners, a specialized asset manager focused on the convergence of Internet, AI/Agentic and Blockchain technologies, has released the findings of its 13th Bia

  5. Opalesque Exclusive: Governance, Scale, and Boutique Resilience in a Consolidating Hedge Fund Industry[more]

    Matthias Knab, Opalesque for New Managers: The hedge fund industry has undergone significant consolidation in recent years, with capital increasingly concentrated among large multi-strategy platforms. Yet boutique m