AI vs ML: What's different? What's similar?

In fraud and AML contexts, “AI” and “machine learning” are often used interchangeably, but they differ technically. Modern compliance platforms combine both: machine learning provides fast, reliable risk scores, while generative AI orchestrates data and creates investigation narratives for human review.