Credit Risk

Stress Testing with AI: Preparing for Economic Uncertainty

Summary

ML models generate thousands of stress test scenarios, helping banks understand tail risks and prepare for severe but unlikely economic events.

Traditional stress testing scenarios may not capture the full range of economic possibilities. Machine learning models can generate thousands of plausible scenarios, helping banks better understand their exposure to tail risks and prepare for unlikely but severe events.
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