Articles by Krishan Kumar Sharma
A global governance framework for generative artificial intelligence in financial risk management: empirical insights on mitigating hallucination and opacity in the augmented intelligence era
The author proposes a six-pillar governance framework for generative-AI applications in financial risk management.
A dual backtesting framework for quantifying nested model error and unlocking capital efficiency
The author puts forward a framework for dual backtesting, in which single-blind backtesting assesses core models and double-blind backtesting evaluates the whole system.
Validating bank risk models under trade war stress: a framework for adaptive stress testing with AI-driven calibration and cross-industry applications
Focusing on validating and enhancing risk models, the author proposes a comprehensive framework through which to stress test under trade war conditions.
GenAIガバナンスにおけるモデル検証の再考
米国のモデルリスク責任者が、銀行が既存の監督基準を再調整する方法について概説します。