> 2. if deep nlp can provide us with more efficiency than what is stated above then wouldn't it be safe to assume that is UNREASONABLY efficient?
Why? Neural nets can already detect skin cancer as well as human dermatologists [1]. Why would you assume that your algorithm is the peak of efficiency and anything that performs better is "unreasonable"?