Subject: Banks building GenAI governance in parallel to model risk

RISK BENCHMARKING
Banks building GenAI governance in parallel to model risk
Risk Benchmarking: Majority have established AI governance committees, but ownership is fragmented
  31 Jul 2026   |  Special
Model risk
Lower-risk models face excessive reviews, banks say
Risk Benchmarking: Validation workload stretching teams, amid emerging regulatory divergence
27 Jul 2026   |  Special
Model risk
Model risk managers see growing regulatory divergence
Risk Benchmarking study finds most banks expect easing of model risk supervisory scrutiny in the US, but tightening in Europe
24 Jul 2026   |  Special
Model risk
Many banks do not document failure plans for Tier 1 models
Risk Benchmarking: Strong predeployment validation gives way to ad hoc escalation of breaches, even at some large lenders
22 Jul 2026   |  Special
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Model risk
Model risk managers are being asked to do more with less
Risk Benchmarking study finds function being handed expanding AI workload, on flat resources
20 Jul 2026   |  Special
Model risk
Banks are automating GenAI testing, but scope varies widely
Risk Benchmarking: LLM-as-judge offers model testing at scale, but few lenders use it to facilitate autonomous sign-off
17 Jul 2026   |  Special
Model risk
Model Risk Benchmarking 2026: explore the data
View interactive charts from Risk.net’s 44-bank study, covering model inventories, resourcing, GenAI governance, validation and regulation
15 Jul 2026   |  Special
Model risk
A third of banks do not maintain logs for GenAI models
Risk Benchmarking study finds few banks review prompt logs systematically, with larger firms focusing on higher risk use cases
14 Jul 2026   |  Special

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