Nature Neuroscience, Published online: 04 August 2026; doi:10.1038/s41593-026-02382-1

Compositionality exists on a continuum of increasing complexity rather than as a binary trait. Studying its implementation in simpler biological and artificial systems is the most tractable path toward understanding its role in general intelligence.