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For years school curriculums have emphasized top-down instruction, especially for topics like math and science. Learn the rules first — the theorems, the order of operations, Newton’s laws — then make a run at the problem list at the end of the chapter. Yet recent research has found that true experts have something at least as valuable as a mastery of the rules: gut instinct, an instantaneous grasp of the type of problem they’re up against. Like the ballplayer who can “read” pitches early, or the chess master who “sees” the best move, they’ve developed a great eye.

Now, a small group of cognitive scientists is arguing that schools and students could take far more advantage of this same bottom-up ability, called perceptual learning

Sadly, many online classes are Web-based correspondence courses where students complete worksheets and take tests. The offerings and content mirror traditional curriculums

My colleagues and I have demonstrated that online environments focused on collaboration and action, rather than reading and test-taking, can be more social, creative, substantial and personally meaningful than traditional classes

The computer’s real power lies in how it allows kids to learn and do new things in new ways unimaginable just a few years ago

One of the strengths of gamification is that it provides visible milestones of the student’s mastery of content in real time (when it is well designed). Too often in an instructional setting, the learner doesn’t know whether or not he or she really understands or can apply the knowledge they are learning. There is often no visible sign of mastery of the content or application of the content.