Part 3/9:
Understanding this limitation, Stripe decided to test whether a transformer architecture could yield better results in detecting fraud. Their hypothesis was rooted in the notion that transactions might possess underlying structures and relationships akin to grammar in language. And the results were enlightening: not only did Stripe's model perform impressively, but it also unveiled relational patterns among transactions that traditional methods failed to capture.