Compositionality

Image caption: Princeton researchers have found that the prefrontal cortex of primates reuses modular thinking blocks to solve similar tasks. This gives biological brains a flexibility that artificial intelligence still lacks. The insight could help improve AI systems so that they retain old skills even as they learn new ones. Credit: Adapted by Dan Wahaba (Princeton University), based on “Brain Silhouette 2” (Littleolred, CC0 1.0, freesvg.org) and “Lego bricks” (Benjamin D. Esham, CC BY-SA 4.0, Wikimedia Commons).

The brain has a shortcut to learning that artificial intelligence can't copy

Researchers have found that the brain repeatedly relies on the same cognitive “building blocks” when performing different types of tasks. By reassembling these blocks in new ways, the brain can rapidly generate behaviors
Tupac, a young male bonobo scratching his head. Credit: Lucas Bierhoff, Bonobo Research Project at Kokulofori.

Bonobo speaks in sentences: New study challenges the uniqueness of human language

Joint research from the University of Zurich and Harvard reveals that bonobos use meaningful vocal combinations, suggesting deep evolutionary roots for language