Only argument I've ever heard is human readability... If you're reading these by hand so often then just write a script/tool/whatever to convert them to human readable. This is still easier since you don't have to find an acceptable ISO8601 implementation. And frankly, how often are you reading the dates manually but not as part of some log output of your program where it could convert it to human readable before logging?
This is sending dates the wrong way.