> It seems quite reasonable to believe that life inevitably evolves into intelligent life if given enough time.

From what we have seen on Earth, it does not seem inevitable. Dinosaurs were the largest land animals for a very long time and they did not, as far as we know, evolve towards being more intelligent. The same seems to be true for many other animal groups that have been around for a long time.