Knowledge, Information, Compression. Useful?
Knowledge is having a simple representation for complex data. "If you can't explain it simply, you don't understand it well enough." Knowledge is having a lot of data to work with in the first place. Sometimes, knowledge is only knowledge within a specific domain.