Pertaining to academics: I think this would be a wonderful tool to help students learn algorithms better. A lot of times when I'm working on a programming challenge the number of example inputs and outputs is too low for me to understand the problem. A professor could publish the algorithm closed source so that students can input their test cases to understand the problem better.