I prefer going to the office at least a few days a week, because (a) I like to socialize with other humans, and (b) I want to get out of my "home office", aka corner of the living room. I work with a distributed team, so I definitely don't go in to collaborate. In fact, on days with a lot of meetings, I'm more likely to work from home.