- Machine learning
Many people, including Geoffrey Hinton, have raised concerns about the back-propagation algorithm and the fact that it’s likely not a promising way to achieve Artificial Intelligence (see this Axios blog post).
Alternative mechanisms for learning have been and are currently studied to try and approach the learning problem in a more effective way.
Direct feedback alignment
The theory is sometimes summarized as “Cells that fire together wire together.”.