That was a solid-fuel reactor. The one people are excited about these days is liquid-fueled. Oak Ridge built a couple small reactors in the 50's and 60's.

Liquid fuel brings several advantages, like being able to extract fission products that poison the reaction, giving you very high fuel efficiency. And if it overheats, a frozen plug melts and drains all the fuel into a tank designed to passively cool it.