Generative AI in Banking: Opportunity Without Control Is Risk

Generative AI is not a more capable version of traditional AI – it is a different risk class that stress-tests all four trust architecture layers simultaneously. This article explains why GenAI requires governing behaviour rather than validating outputs, identifies five specific risk surfaces including shadow AI, lists the banking decisions GenAI must never make as the final decisioning layer, and provides the four governance dimensions that make responsible deployment possible.