I mentioned this many times. Others have as well. I'm a bit worried that people are not bothering to read these things. (Sigh) It goes something like this (I'm working from memory by the way):
Long ago, the Dark Mithrilar arrived in the galaxy. That person was a human (not a normal human) and arrived through unexpected means. According to what I've read, he is a human from another dimension where the humans there are advanced enough in technology that they are able to bestow additional amounts of dark energy on to people. If you haven't caught on yet, in the fiction that Brad writes, Dark Energy = soul & magical powers. His arrival (possibly through time travel) had such an effect on the local dark energy of the new universe that it caused humanity to be the template that all intelligent species would become like. That is why so many creatures in the GalCiv series are humaniod (and why it would be bizarre if intelligent life would take any different form).
Anyways, 2 of the first species that came to be (I forget some details) were collectively called (at the time) the Arnor. They essentially had first dips on the dark energy and were immensely powerful for it (a single one of them could do more than a million humans). The species that retained the name of Arnor were human like, but couldn't perceive time. They could in theory sit down and watch the land change, glaciers form and melt, without the concern for the passage of time or the sense of boredom. The faction that would become known as the Dread Lords however could sense such things. In fact, they were the first to realize that the time the universe would last was finite, and decided that it was a moral imperative to make optimal use of this time. Since they were the most potent of species (along with the Arnor), they made a form of utilitarian calculus decision and decided that they should destroy the lesser species since they couldn't possibly use the space and dark energy they had as well as themselves (sharing was not an optimal use of this time). The Arnor objected and eventually the precursors wars started.
At some point during the war, the Dark Mithrilar landed on the planet that would become Altaria. He had a such potent effect on the local dark energy that some of the local life began spontaneously taking on human like qualities until they were essentially human (but with more dark energy). He had told them that their brothers, the humans, would eventually come to be through natural means (he being a dimension hopper, probably knew that he was in the neighborhood of dimensions where humans do evolve).
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So yeah, that is the quick version. I'm working from memory, and Brad might be retconing things, so I'm unsure the accuracy on some things. I don't have links off hand for the things I've mentioned (and some of the information might actually be in the games instead of the net).
I'll go looking, but I'm sure other people already have the links sorted for people whenever these frequently asked questions come up. In fact, in the time I wrote this reply, someone might have already posted some of those links.
Edit: Some spell checking and comments. Yes, go play GalCiv 2: Twilight and play as the Altarians. Reading the tech descriptions of their techs should give you many insights.