Seeking Control in Opacity Validation of Generative Artificial Intelligence Models in the Banking Sector

2026

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AI-generated summary

This whitepaper provides a practical framework for validating generative AI models in banking, addressing the unique challenges posed by their opacity and probabilistic nature.

* Explores the regulatory and ethical drivers shaping expectations for Gen AI validation in banking.
* Details the specific characteristics of Gen AI models that necessitate a departure from traditional validation methods.
* Presents the KPMG Validation Framework, offering a structured approach to ensure responsible Gen AI adoption.

Tags: Generative AI, Banking, Model Validation, Risk Management, Regulatory Compliance

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