I went up into the school which looks very nice and asked them about the demonstration. They said it happens all the time, they weren’t sure of who was down there, and it’s basically not dangerous except at night, you don’t want to be caught in one of these at night.
We’re surrounded by the Plaza de Mayo and all the major government buildings.