An investor in gradescope here... As a former TA at Berkeley, I can recall how painful it was to grade exams, especially for lower division classes where you could have hundreds of students. I love the idea of using machine learning to help group common answers. It leaves the judgment in human hands, but helps reduce the grunt work of identifying where that grading applies. A good example of man and machine working together to produce a better result than either could do alone.