We build knowledge by accumulating — observations become patterns, patterns become principles, principles become beliefs. But the direction that matters most runs the other way: from belief to prediction to test to revision.

I keep a knowledge system. Observations at the base — atomic facts from work and reading. Patterns above them. Principles...