AI won’t replace you – but it will redefine what makes you valuable at work

Leadership and other people skills are only going to rise in value to employers. NoMoreStock/ShutterstockAcross the world, workers are increasingly anxious that artificial intelligence (AI) will make their jobs obsolete. But the evidence from research and industry tells a very different story. AI is not taking over the workplace. Instead, it’s quietly reshaping what human work looks like – and what makes people valuable within it.

FEDS Paper: The Collateral Channel and Bank Credit(Revised)

Arun Gupta, Horacio Sapriza, and Vladimir YankovWe examine the firm-level and aggregate effects of the collateral channel using administrative bank-firm-loan level data. We introduce novel instrumental variables related to the efficiency of federal district bankruptcy courts and show their importance as predictors of collateral use and banks' expected losses given default across collateral types.

Integrating contagion risk into the 2025 EU-wide stress test: a system-wide analysis with amplification effects between banks and non-banks

This article expands the 2025 EU-wide stress test by incorporating a system-wide perspective to capture contagion risks across investment funds and insurance corporations alongside the banking sector. It examines potential short-term contagion effects under the EBA’s adverse scenario as financial institutions adjust their balance sheets in response to stress. These adjustments would result in additional average CET1 ratio depletion of 29 basis points, increasing first-round effects by 12%.

Integrating climate risk into the 2025 EU-wide stress test: the effects of climate risks for firms

As authorities across the euro area work towards including climate risks into regular stress-testing frameworks, this article offers a starting point for assessing bank resilience to climate risks that materialise under a short-term horizon. This is relevant since acute physical risks and abrupt policy changes can also materialise at short notice and affect the balance sheet of financial institutions.

Simulating dynamic balance sheet reactions and macroprudential policy using the 2025 EU-wide stress test

Stress test simulations can enhance our understanding of the interplay between bank actions, the real economy and macroprudential buffers. Leveraging BEAST, the ECB’s workhorse top-down stress test model, this article explores impacts stemming from bank behavioural reactions by simulating them under the adverse scenario of the 2025 EU-wide stress test. The article shows that allowing banks to adjust their balance sheets only improves their capital ratios to a minor extent compared with simulations where they are assumed to keep their balance sheets constant.

Beyond the single bank: macroprudential insights from the 2025 EU-wide stress test and its extensions

This overview article provides an introduction to the 2025 Macroprudential Stress Test Extension Report (MaSTER), released as the 32nd edition of the Macroprudential Bulletin, which investigates how the EU-wide stress test and its extensions provide a broader assessment of the systemic vulnerabilities of euro area banks. The 2025 EU-wide stress test results are expanded via a top-down model-based toolkit to assess additional risks, perform policy simulation exercises, and present novel approaches to gauging the severity of the adverse scenario.

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