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Bank of England: Can We Trust AI's Reasons? Exploring Model Fragility in Finance (Explained)
This episode unpacks a recent Bank of England research paper on the often-overlooked 'fragility' of deep learning models in finance. We explore how subtle changes can cause AI to give vastly different *explanations* for its decisions, even when predictions are identical. Discover the significant implications this has for financial stability, risk management, and regulatory practices. This episode explains a real academic paper in plain English for a general audience. Source paper: Deep learning model fragility and - Bank of England…
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