Foundations

Self-supervised learning

stable definition

Definition

Learning in which supervisory targets are generated from the structure of otherwise unlabeled data, such as predicting hidden or next tokens.

Distinguish it from nearby terms

It does not mean the model supervises its own safety or validates its own outputs.

Check your understanding

The word self refers to where labels come from, not to autonomous agency.