This ability to apply knowledge gained in one domain to another is called transfer learning, and it's not really known how to do it well for AI. My layman's und

This ability to apply knowledge gained in one domain to another is called transfer learning, and it's not really known how to do it well for AI. My layman's understanding of memory-augmented neural-networks (e.g. neural turing machines) suggests that this is a promising avenue, but there are no clear answers yet.