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Suspicion machines ⚙️

Practical AI

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Unpacking the Consequences of Fraud Investigations

This chapter explores the difficulties faced in developing a fraud assessment model, including limited access to fraud labels and biases in dataset composition. It also highlights the severe implications for individuals, especially vulnerable populations, who are unjustly flagged during investigative processes.

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