What are the strengths and weaknesses of the first person stories within a story narrative framework?

First person stories tend to give you an in depth look into the soul of a character. We see his or her motivations first hand. Unfortunately we can be limited by the same ideas that give them strength. We only get their point of view. If the character is unreliable, as Victor sometimes is, the reader can have difficulty interpreting a given situation.