Data bias

Systematic skew in a dataset, from how it was collected or who it covers, that leads systems trained on it to treat groups unequally.

Covers skew in the data itself, from how it was collected or whom it covers; the unfair outcomes and harmful content an AI system produces are Discrimination and toxicity.

Scheme

• Technologies and capabilities

Broader terms

• AI risk