Where does it actually say in that article that there will be a single visa, allowing for a visa holder to travel freely from one country to another?

What it does say is that there will be a 'single visa system' - ie they will pool together all the data about visa applicants, and if you have a bad debt, or a criminal problem in one GCC country, you will be blacklisted from all the others.