It depends if it's even possible with the current form of neural networks. If it's not possible then it's probably going to take some time since most research is on neural networks, while different algorithms or hybrids would be needed.
There are two camps, those who think neural networks can generalize with sufficient amount of data, and those who think they're just advanced polynomial curve fitting algorithms that will never be able to truly generalize (or at least not sufficiently enough) and are mostly just doing naive interpolation.
Here's an example of a guy taking the "they don't generalize" to its full extent:
https://nikhilroxtomar.medium.com/why-deep-learning-is-not-artificial-general-intelligence-agi-e9667d147134
Cuidads t1_j3puy02 wrote
Reply to 2023 Predictions (BUT WITH A POLL!!!) by AgginSwaggin
It depends if it's even possible with the current form of neural networks. If it's not possible then it's probably going to take some time since most research is on neural networks, while different algorithms or hybrids would be needed. There are two camps, those who think neural networks can generalize with sufficient amount of data, and those who think they're just advanced polynomial curve fitting algorithms that will never be able to truly generalize (or at least not sufficiently enough) and are mostly just doing naive interpolation. Here's an example of a guy taking the "they don't generalize" to its full extent: https://nikhilroxtomar.medium.com/why-deep-learning-is-not-artificial-general-intelligence-agi-e9667d147134