AAT-10.18—AI TEVV Model Collapse Mitigations
Weight: 8
>Control Description
Mechanisms exist to mitigate concerns of model collapse by:
(1) Assessing the proportion of synthetic to non-synthetic training data; and
(2) Verifying training data is not overly homogenous or Artificial Intelligence (AI) and Autonomous Technologies (AAT) system-produced.
>Cross-Framework Mappings
NIST AI 600-1
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