2026-07-30-ECB: używanie AI do oceny ryzyka stabilności finansowej

2026-07-30 \ \ Working Paper Series – A SPOT in the dark: using AI to assess financial stability risks (przejdź do treści źródłowej)

This paper proposes a novel framework to quantify such trigger events using artificial intelligence and large-scale text analysis. The autors of paper introduce SPOT, a novel AI-based indicator to measure the Severity and Probability Of Triggers. The SPOT indicator increases ahead of major historical trigger events, correctly identifies trigger sources, and helps to improve forward looking model estimates of downside risks to the economy. The results indicate that the use of AI-based signal extraction from text can be a promising avenue to improve the monitoring of financial stability risks.

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