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Even as experts worry over the havoc AI could bring to financial markets, quantitative hedge fund strategies actually aren't outsmarting more human-reliant competitors in recent quarters, according to Bloomberg.

Quant fund managers — who feed huge caches of data to sophisticated, proprietary algorithms to find inefficiencies in the market they can exploit for profit — are struggling to keep pace with the broader market, and some funds, like the once-promising R&F Capital, are shuttering their doors altogether.

Why quants are struggling: Noted quant fund investor Neal Berger wrote in a letter to clients this summer that it comes down to two factors:

  • Increased competition: more investors are using algorithms to fight over the same inefficiencies in the market.
  • Low volatility: quantitative funds are most successful in an environment where there is large disagreements in the market over the prices of assets. Today there is little disagreement, and the best way to earn outsized returns is placed highly leveraged bets that the market will remain calm. That's working for some investors, but is far too risky for others.

So what explains low volatility? Market watchers have been scratching their heads for an explanation for low volatility even as traders have processed important unexpected events like Brexit and the election of Donald Trump. But one answer is the increasing popularity of index funds that allow individual investors to buy into a broad diversified set of stocks or other assets that reallocate automatically. Instead of individual investors duking it out with competing stock picks, many are choosing just to buy a small but broad slice of the market, and letting it ride.

What's next: Quants won't take their disappointing returns lying down. Major investors like Paul Tudor Jones are putting money behind investment strategies powered by artificial intelligence that aim to use ever larger data sets and more sophisticated algorithms to weed out profitable inefficiencies in the market.

Go deeper

New report hits DOJ over lack of police shooting data

Demonstrations followed the shooting of Dijon Kizzee by Los Angeles Sheriff's deputies in 2020. Photo: David McNew/Getty Images

A new government accountability report says the Department of Justice failed to consistently publish an annual summary of police excessive force data from 2016 to 2020, as required by federal law.

Why it matters: The data is crucial for the DOJ to monitor excessive force cases, and used to investigate law enforcement agencies with patterns of abuse. The DOJ can pivot off it to pursue court action to force reforms.

17 mins ago - Politics & Policy

Congressional leaders clinch support for crucial defense bill, debt limit votes

Senate Majority Leader Chuck Schumer passes waiting reporters on Tuesday. Photo: Eric Lee/Bloomberg via Getty Images

Congress has found a shortcut to pass its annual defense funding bill and raise the debt limit.

Driving the news: The House will vote Tuesday night on two major bills — one creating a one-time, fast-track process for the Senate to raise the debt ceiling with just 51 votes, and another passing its annual defense bill.

Biden's pick to lead major banking regulator drops out

Saule Omarova, nominee for Comptroller of the Currency, at a confirmation hearing on Nov. 18. Photo: Anna Moneymaker/Getty Images

President Biden's pick to head one of the country's most powerful banking regulators is dropping out of consideration for the post, according to a statement from Biden that accepted the withdrawal.

Why it matters: Saule Omarova, nominated to lead the Office of the Comptroller of the Currency, faced a tough path to confirmation — with opposition from Republicans and moderate Democrats.

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