What I find unbelievable is that humans beings could keep secrets like that needed for hundreds of years, not that some might club together for power.

Not even the Catholic Church has been able to do that, and it's had a pretty long run.

It's just not human nature, and the Second Law of Thermodynamics holds for human institutions are well as in physics.