I hate to reply to myself, but I just got it wrong. Overcommit in Ubuntu uses the kernel default, that is, do overcommit. As an experiment I turned it off (setting /proc/sys/vm/overcommit_memory to 2) and after that I couldn't start a new instance of chromium in a not very loaded system (a couple of terminals and Nautilus).