Just because some species have existed relatively unchanged for a few tens of millions of years doesn't mean evolution doesn't happen. There is nothing about genetic drift or natural selection that would force ALL species to evolve.
Also, your 10,000 million year unchanged sturgeon "factoid" is only off by about 9,900 million years.
And from what kind of monkey did you evolve?