At that time I'd just opt for sleep. Or sex. Or drink. Reading code doesn't belong to things one should do at 2AM.
That's just a myth spread by a few workaholic programmers. Luckily, there are enough 9-5 programmers to clean up the mess created by those 2AM committers.