In the sentence "See, I can do silly categorical statements too," the adjectives "silly" and "categorical" both modify the noun "statements" and are not themselves related to one another. That's why OP used both of them. If the two words were synonymous, only one would be required.
...unless you care to elaborate on why you disagree with this statement in substance and/or on point?