Silly theory:
The school might be cursed because it's part of an infinite infrastructural dimension that has no astrology. As such, astrological principles can't apply to events, so they generally turn out to be very chaotic and capricious. Heck, I might go so far as to say the "curse" is just a natural occurrence of the dimension. But, hey, what can you do