All blue eyed people traced to 10000 year old ancestor:
http://www.dailymail.co.uk/sciencetech/article-511473/All-bl...
http://www.dailymail.co.uk/sciencetech/article-511473/All-bl...
Although I'm not convinced from the results of one study, now I understand what the genesis of the original comment was.
Evolution is a fascinating subject. I think it would be neat if all our schools taught 12 years of Reading, Writing, Arithmetic and Evolution.
I did find a different source that would tend to support the randomness of mutations, and that also indicates that there are two different mutations that can lead to blue eyes, and as such, it is unlikely there is only one ancestor. http://www.thetech.org/genetics/ask.php?id=160