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New Columbia Study Warns Private-Credit Ratings May Be Hiding Real Risk

Jun 10, 2026·4 min read

A new study from Columbia Business School is raising concerns about one of Wall Street’s fastest-growing markets, arguing that the ratings used to judge many private-credit loans may be making risky investments appear safer than they actually are.

The research, reported Monday, June 8, examined the rapidly expanding $1.8 trillion private-credit industry and found evidence that many of the ratings supporting these loans systematically understate risk. The paper has been posted publicly but has not yet undergone peer review.

Private credit refers to loans made directly by investment firms rather than traditional banks. The market has exploded in recent years as investors searched for higher returns than those available from government bonds and other conventional fixed-income investments.

A major source of that money is the insurance industry.

Life insurance companies have increasingly invested policyholder premiums and annuity assets into private-credit loans because they typically offer higher yields. Those investments ultimately back products that millions of Americans rely on for retirement income and long-term financial security.

The controversy centers on the ratings assigned to those loans.

Before insurers can hold many of these investments, the loans typically receive a credit rating that determines how much capital insurers must reserve against potential losses. Higher ratings require smaller capital cushions, making investments more attractive to both lenders and insurers.

According to the Columbia researchers, that system may be creating incentives for ratings that are too generous.

The study’s findings echo concerns previously raised by regulators.

In 2024, the National Association of Insurance Commissioners (NAIC) reviewed a sample of 109 privately rated securities and found that 106 received higher ratings from outside firms than the NAIC believed they deserved. In 17 cases, loans that NAIC analysts viewed as speculative or junk-grade had been rated investment-grade by private rating providers.

Some ratings differed by as many as six notches.

Although the NAIC later withdrew the report, citing limitations in the available data, its findings have continued to influence discussions among regulators and industry observers.

Questions about rating quality have also attracted international attention.

In an October 2025 report, the Bank for International Settlements (BIS) noted that many private-credit ratings are issued by smaller firms rather than the large agencies that dominate public bond markets. The BIS warned that these firms may face commercial pressures that encourage more favorable ratings in order to win and retain business.

Critics argue that the arrangement creates an inherent conflict: companies seeking financing benefit from higher ratings, investors benefit from lower capital requirements, and rating firms benefit from repeat customers.

The timing of the debate is becoming more important as loan performance deteriorates.

According to Fitch Ratings, the U.S. private-credit default rate reached a record 6.0% in April 2026. Fitch also reported that private-credit-backed corporate borrowers experienced a 9.2% default rate during 2025, suggesting that financial stress is rising across parts of the market.

Those figures have intensified concerns that ratings may not fully reflect the actual risks investors face.

Washington is paying attention as well.

In July 2025, Senator Elizabeth Warren urged the Treasury Department and federal financial regulators to conduct stress tests on institutions heavily exposed to private credit. Warren also questioned rating agencies about their methodologies after reports of inflated ratings within the sector.

Regulators have already begun tightening oversight.

Beginning in 2026, the NAIC gained authority to challenge certain private ratings that differ significantly from its own internal assessments. If a rating exceeds the NAIC’s evaluation by three or more notches, regulators can require insurers to use the more conservative measure when determining capital reserves.

For consumers, the issue may sound technical, but the implications are straightforward.

The assets backing life insurance policies and retirement annuities are expected to remain secure for decades. If those investments carry more risk than their ratings suggest, insurers could be maintaining smaller safety cushions than regulators intended.

In a severe economic downturn, that mismatch could force institutions to sell assets at depressed prices, potentially amplifying losses throughout the financial system.

At the same time, many researchers caution against assuming the market faces an imminent crisis. Other academic studies have argued that private-credit funds often maintain substantial equity buffers and may be less vulnerable to systemic shocks than traditional banks.

The debate therefore is not necessarily about whether private credit will trigger the next financial crisis. Rather, it is about whether the ratings that investors, insurers, and regulators rely upon accurately reflect the risks embedded within a market that continues to grow at a rapid pace.

As trillions of dollars move from traditional banking channels into private lending, that question is likely to remain at the center of regulatory scrutiny for years to come.

JBizNews Desk — Business

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