2 papers
cs.NE2025
From Frege to chatGPT: Compositionality in language, cognition, and deep neural networks
Jacob Russin, Sam Whitman McGrath, Danielle J. Williams
Compositionality has long been considered a key explanatory property underlying human intelligence: arbitrary concepts can be composed into novel complex combinations, permitting t…
cs.AI2024
Multiple Realizability and the Rise of Deep Learning
Sam Whitman McGrath, Jacob Russin
The multiple realizability thesis holds that psychological states may be implemented in a diversity of physical systems. The deep learning revolution seems to be bringing this poss…