Congratulations on the degree! And congratulations on identifying the clusterfuck. It’s hard to see the forest for trees.
I agree with the premise in the suggestion for “discrete AI”, but my analysis is different: I think we need continuous AI. Three reasons:
I’d argue helping out in the field of neuromorphics. It’s basically the combination of DL + dynamical systems, similar to how brains are computing. There’s a lot of energy to be saved (> x1000, really) and there’s a lot of new, cool hardware coming out you can help interface. And many of the new ideas in DL comes from neuromorphics (sparsity, SSMs…). We’re building up an open source community over at open-neuromorphic.org
Happy to answer any questions you have
I actually agree that the patent system could be improved a lot. Not all things are bad about it.
What do you mean with “innovation”? How would that be defined?