He didn't explain why we can't make a "beefy" nuclear option. It's also the option I would have expected, especially when you think of nuclear subs.
There are also the nuclear batteries in some of the longer lived space probes. Those batteries have the major advantage of being very simple - a lump of radioactive material that gets warm - attach a thermocouple and voila! Electricity!