MIT AI Risk Repository · Risk Sub-Category · 15.01.04
Training & validation data
Category: First-Order Risks
Description
"This is the risk posed by the choice of data used for training and validation."
From The Risks of Machine Learning Systems (Tan2022), as extracted by the MIT AI Risk Repository (CC BY 4.0).
Classification
- Subdomain
- 7.0
- Causal entity
- Human
- Intent
- Other
- Timing
- Pre-deployment