expertise needed
regulatory compliance
Requires understanding of regulatory requirements
3 techniques
| Goals | Models | Data Types | Description | |||
|---|---|---|---|---|---|---|
| Internal Review Boards | Process | Architecture/model Agnostic Requirements/black Box | Any | Internal Review Boards (IRBs) provide independent, systematic evaluation of AI/ML projects throughout their lifecycle to... | ||
| Model Cards | Documentation | Architecture/model Agnostic Requirements/black Box | Any | Model cards are standardised documentation frameworks that systematically document machine learning models through... | ||
| Datasheets for Datasets | Documentation | Architecture/model Agnostic Requirements/black Box | Any | Datasheets for datasets establish comprehensive documentation standards for datasets, systematically recording creation... |
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