一个好的学习算法应该能够从有限的例子中推广到未见过的数据。
You’ve got to have models in your head. And you’ve got to array your experience—both vicarious and direct—on this latticework of models. You may have noticed students who just try to remember and pound back what is remembered. Well, they fail in school and in life. You’ve got to hang experience on a latticework of models in your mind.
The future belongs to those who can balance short-term results with long-term vision.