Rare Event Escalation Risk

High Risk: A second cyclone hitting Madagascar raises concerns about the potential for cascading natural disasters and humanitarian crises.

Today's signal highlights rare, unpredictable global threats.

Unknown risk card for 2026-02-22

Today's Risk Snapshot

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Why This Matters

From sudden tech failures to geopolitical shockwaves, some threats defy forecasting. Panthrisk attempts to model the unpredictable by analyzing disruption signals across systems. It won’t catch every black swan — but it makes the water clearer.

Resilience begins with recognition, even when certainty is out of reach.