![an equation where x and y are unknowns above an illustration with x and y bouncing through like pinballs](https://www.microsoft.com/en-us/research/uploads/prod/2019/12/MSResearch_20191204_NeurIPS_Neurosymbolic-AI_1400x788.png)
Next-generation architectures bridge gap between neural and symbolic representations with neural symbols
In both language and mathematics, symbols and their mutual relationships play a central role. The equation x = 1/y asserts the symbols x and y—that is, what they stand for—are related reciprocally; Kim saw the movie asserts that Kim and the movie are perceiver and…