R0021/2026-03-25/Q004/SRC03/E01¶
SR 11-7 Model Risk Management — key validation requirements
URL: https://www.federalreserve.gov/supervisionreg/srletters/sr1107.htm
Extract¶
4-perspective validation (conceptual soundness, process, monitoring, outcomes); designed for stable models, struggles with adaptive AI
Relevance to Hypotheses¶
| Hypothesis | Relationship | Strength |
|---|---|---|
| H1 | Supports | Framework exists with specific requirements |
| H2 | Contradicts | Active regulatory framework in place |
| H3 | Supports | Framework acknowledges adaptation challenges |
Context¶
This regulatory framework demonstrates that regulated industries take AI validation seriously but are still adapting their traditional frameworks to handle AI-specific challenges.