To add to what Radix wrote:
In the rocket community, hybrid motors are considered to be significantly safer and more fault tolerant than either solid or liquid propellants. The downside being that hybrids typically don't have the same level of specific impulse.
I suspect that the 'safer' aspect was why hybrid technology was chosen for the SS2 application. Unfortunately, when it comes to rocket motors, 'safer' is a relative term