We often assume that if a learning video receives thousands or millions of likes, it must be good. That assumption may be one of the reasons global learning content is still far from being truly personalized or consistently high quality. The problem isn't the like itself. The problem is that we rarely know why someone liked it. A student might like a video because it explained a difficult concept perfectly. Another might like it because the creator speaks their native language. Som...