Scott Goodwin highlights that while major banks report stable consumer credit, they overlook the explosive growth of online lenders like Upstart and SoFi. This hidden leverage, often ending up on insurance company balance sheets, means the US consumer is far more indebted than traditional metrics suggest.

Federal Reserve policy requires financial institutions to 'charge off' delinquent debt to maintain accurate books. This accounting mandate, rather than a simple business decision, creates the portfolios of bad debt that are sold to third-party collectors, shaping the entire industry.

Unlike syndicated loans where non-payment is a clear default, private credit has a "third state" where lenders accept PIK interest on underperforming loans. When this "bad PIK" is correctly categorized as a default, the sector's true default rate is significantly higher, around 5% versus 3% for syndicated loans.

Official non-accrual rates understate private credit distress. A truer default rate emerges when including covenant defaults and 'bad' Payment-in-Kind interest (PIK) from forced renegotiations. These hidden metrics suggest distress levels are comparable to, if not higher than, public markets.

Lenders allow struggling borrowers to skip cash interest payments by adding the amount to the loan's principal balance. This practice, called 'Payment in Kind' (PIK), hides defaults, artificially inflates asset values, and creates a deceptively low official default rate, masking escalating risk within the system.

The NY Fed reports a 13.1% credit card delinquency rate, while lender data (like Equifax's) shows 2.9%. The difference is the NY Fed includes charged-off debt from up to 7 years ago, which is rarely recovered. This "consumer view" creates a misleadingly dire picture of current financial health.

People under financial stress often pay revolving credit to maintain purchasing power while letting medical bills go unpaid. This creates a 'legibility crisis' at bankruptcy, making it appear that medical debt is the primary issue and thus misinforming public policy.

Unlike past recessions where defaults spike and then recede, the current high-rate environment will keep financially weak 'zombie' companies struggling for longer. This leads to a sustained, elevated default rate rather than a sharp, temporary peak, as these firms lack the cash flow to grow or refinance.

While the overall debt service ratio appears low, this average is skewed by high-income households with minimal debt. Lower and middle-income families are facing significant financial pressure and rising delinquencies, a critical detail missed when only looking at macroeconomic aggregates.