I wonder how long that reactor would provide useful energy. U-235 has a half life of 700 million years. If it were to last that long, they'd be dealing with thermonuclear Long Now-type problems.

The Kilopower reactor uses a chain reaction to trigger fission so the U-235 will be depleted much faster than the half-life. Wikipedia says its operational life is 12-15 years.