If one is a materialist, I think SH's prediction perfectly reasonable.
Any civilization that develops will have had to obey the same laws of physics and had similar challenges and stimuli to deal with. Human nature is inherently selfish and things like sharing, altruism, etc. have to be taught while "Mine! Mine" come naturally. Any alien critters and civilizations with the gumption to develop interstellar travel will have to have similar irascibility tempered by socialization. Naturally communistic critters wouldn't likely have the motivation to stand out from the crown and develop something new & disruptive.
If we look at the history of mankind, it is mostly one of despotism and violence. Innovation comes the fastest when large groups are bent on killing each other, as survival focuses the minds & efforts like nothing else.
AI
Don't see it happening any time soon. Same with the Singularity, "Revelations for Technically-Minded Materialists."
Time as Magic Pixie Dust
One thing I have noticed with a lot of materialist explanations is the use of the concept of large amounts of time as a magic wand that can do anything, given enough time. Truly wondrous things are achieved with time, making the whole water into wine thing seem mundane.