Is it really bad to run two security programs on the same computer?

They may conflict and fight with each other.
Best to use just one AV.
 
With anti-virus, I would only run one program.

If you are talking about different classes of security software, or other classes of software, then it is usually safe to run multiple programs. In fact, I recommend it.