Comment by mindcrime

> Can I read anywhere about what you're working on?

Not yet. It's still early days.

> What other approaches exist?

Loosely speaking, I'd say this entire discussion falls into the general rubric of what people are calling "neuro-symbolic AI". Now within that there are a lot of different ways to try and combine different modalities. There are things like DeepProbLog, LogicTensorNetworks, etc.

For anybody who wants to learn more, consider starting with:

https://en.wikipedia.org/wiki/Neuro-symbolic_AI

and the videos from the previous two "Neurosymbolic Summer School" events:

https://neurosymbolic.github.io/nsss2023/

https://www.neurosymbolic.org/summerschool.html (2022)