
The longstanding belief that global financial collapses are unpredictable lightning strikes is rapidly disintegrating as sophisticated algorithms begin to identify the subtle tremors of systemic failure years before they manifest. For decades, the “Black Swan” theory served as a convenient excuse for economists caught off guard by market crashes, suggesting that these events were entirely outside the realm of statistical










