The Future Is Neuro-Symbolic: Where Has It Been, and Where Is It Going?(ojs.aaai.org)
ojs.aaai.org
The Future Is Neuro-Symbolic: Where Has It Been, and Where Is It Going?
https://ojs.aaai.org/index.php/AAAI/article/view/42130
https://ojs.aaai.org/index.php/AAAI/article/view/42130
Either the symbolic part constrained the model too much, or the neural part bypassed it entirely.
It feels like the real opportunity now is treating symbolic reasoning more like a verification or constraint layer rather than part of the generation process itself.