The power of software is the power of thoughts and ideas.
Let's say I want a screen that displays a list of MP3s with Genre, Artist, Album, Song Name, Play Length. What would the database table for this look like? Many neophytes would design a table that looked like:
... and amazingly never see the problem with this.