AI models prompt banks to strengthen governance

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Innovations in financial crimes – How artificial intelligence and machine learning are changing the game

“You don’t quite know what the model is thinking”

Banks are tightening up their governance and control processes in response to the proliferation of artificial intelligence-based trading models.

“The angle where we’re coming from right now is basically redefining some of our governance standards around the use of these models. [We’re] being very precise about what brings your outcomes [and] what triggers, what thresholds are going to be monitored,” said Manan Rawal, head of US model risk management at HSBC. “We have these conversations on day

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