What is human-in-the-loop — CCA-F Exam Prep

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REAL STORY Split scene. Left: an AI fraud detection dashboard flagging a transaction in red: '$847 - Restaurant, Tokyo, Japan - SUSPICIOUS.' Right: a human analyst at her desk, pulling up the customer's travel itinerary, seeing a flight to Tokyo booked last week. She clicks 'APPROVE.' Warm office lighting.

Split scene. Left: an AI fraud detection dashboard flagging a transaction in red: '$847 - Restaurant, Tokyo, Japan - SUSPICIOUS.' Right: a human analyst at her desk, pulling up the customer's travel itinerary, seeing a flight to Tokyo booked last week. She clicks 'APPROVE.' Warm office lighting.

An AI flags a transaction as fraudulent. $847 at a restaurant in Tokyo.

The customer lives in Denver. The AI's logic is simple: unusual location, high amount, foreign merchant. Flag it. The system is about to freeze the card.