This tag identifies the sources of fragility that can threaten the stability of the financial system as a whole. Shadow banking, hidden interconnections, excessive leverage, risk concentration: systemic risk often emerges where no one is looking. It distinguishes isolated risk from risk liable to propagate through contagion.
AI lowers visible financial costs but generates invisible systemic costs at the system level. Private savings on standardized operations coexist with rising coordination, supervision and crisis-management costs.
Automated credit scoring measures conditional default probability within a given environment, not vulnerability to regime shifts that historical data fail to capture.
Stacking automated layers improves local efficiency but reduces overall readability, leaving supervisory frameworks behind the complexity they are meant to govern.
AI reinforces financial concentration by favoring players able to invest massively in data and infrastructure, lifting fixed costs and entrenching dominant institutions.
Regulation can frame financial AI without eliminating fragilities tied to system speed and complexity. Institutional norms set boundaries that cannot capture every emergent dynamic of automated systems.
Financial leverage amplifies returns during expansion but produces non-linear effects during reversals. Forced deleveraging generates feedback loops that turn modest shocks into systemic stress.
In a fragmented financial space, a single monetary decision produces divergent effects across regions and institutions. The euro area is the textbook case, with mortgage rate gaps exceeding 130 basis points for a single ECB policy.
Financial crises rarely erupt during easy-credit phases. They surface afterward, when accumulated vulnerabilities meet tighter conditions — typically two to four years later. The temporal gap is a structural feature of financial cycles, not a measurement failure.
Two stablecoin runs delivered, ten months apart, a real-world stress test of digital shadow-money fragility. In May 2022, the collapse of TerraUSD wiped close to $18 billion in market capitalization within four days — an algorithmic failure rooted in a…
Mapping the macro-financial impact of stablecoins requires opening their reserves. Circle’s April 2026 monthly transparency report breaks USDC down line by line: US T-bills with an average maturity of a few weeks, overnight repo collateralized by Treasuries, a limited share…
