Central Banks' Financial Stability Reports Found Ineffective

Central banks have been publishing financial stability reports for years to inform policy and shape bank examination. These reports aim to forecast emerging financial stability risks. However, a recent study using artificial intelligence found that these reports consistently fail to identify subsequent financial stability problems not already recognized by the market.

The analysis used an AI engine to review historical reports from the Federal Reserve, European Central Bank, and Bank of England. The results showed that the reports produced zero or negative alpha, meaning they failed to forecast risks effectively.

The study's authors suggest that central banks should consider discontinuing production of these financial stability reports and instead use AI/ML methods to reflect market sentiment.