How Stripe responded when fraud got past Shield: agents generate, humans pick

emilygsands · x · 2026-10-20

When a fraud attack recently got past Stripe's Shield model, agents used model explanations to generate hypotheses, the team picked the best ones, and agents tested them — a practical human-agent workflow for investigating fraud patterns.

Related event: Stripe Scales Shield Fraud Model, Boosting Recall Over 8%(7 posts)→

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