Fashions and styles go in and out of vogue so often it leaves you helpless against the constant and increasing flow of information. Search engines are only good to help you hone in on what you already know and want to learn more about.

The traditional approach has been to use machine learning algorithms based on your likes and dislikes. Unfortunately, this helps you refine your current tastes. It does not help you learn about new ones. A defining feature of fashion is "new-ness." Machine learning algorithms just can't help you get at this unique human experience.