US 2025 risk assessment: long-term risk at 2.4 standard deviations above mean — near post-WWII high. Annual borrowing need is 39% of revenue (baseline) but jumps to 239% if rollover problems emerge (existing holders refuse to roll). The rollover risk is the acute scenario — most of the outstanding debt matures within 5 years, so every year is effectively a new auction.