Academics warn against overuse of machine learning

Lack of data makes AI technology unsuitable for risk management, say Cont and Rebonato

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Backward-looking nature of machine learning could restrict its use in risk management

Market participants are increasingly exploring how machine learning can boost everything from credit underwriting to derivatives margin optimisation, but two prominent academics have warned that