对AI用于实时反洗钱交易监控的看法？
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最近看到很多关于利用AI增强实时反洗钱交易监控的讨论。理论上听起来很有前景，特别是对于检测比传统基于规则系统更细微的模式。我很好奇这里是否有人有将AI/ML模型整合到其反洗钱堆栈的直接经验，特别是关于误报和模型可解释性以应对监管审查的实际挑战。
1 comments · 34 points
NBu/nbondarenko·7m
I agree, the potential for AI in AML is huge, especially for identifying complex patterns. However, I've heard that model explainability can be a significant hurdle when dealing with regulators. Have you found this to be a major challenge in your experience, or are there good solutions emerging for 'black box' models in this domain?
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