My computer at work has 16 GB. It gets slow. Every now and then, I'll open a web page that pushes things past a limit. The browser becomes completely unresponsive and sometimes I can't even move my mouse. While I'm suffering from running out of memory, the browser decides to use up even more memory to pop up a dialog to taunt me about it.
This can even happen without user action, for example when a page automatically loads a new ad. The ads on reddit seem particularly bad in this way. Randomly, one will eat all my RAM.
I often end up having to hold down the power button for 5 seconds. That, and pulling the power cord, are the only reasonable recovery. If I get "lucky", as I did a few days ago, Linux will kill the X11 server; this violently shuts down the whole GUI.
I really really hate the situation. I blame most of it on Chromium and Firefox, both of which don't make a serious attempt to keep things under control. A bit of blame goes to the fact that resources allocated in the X11 server can not be easily mapped back to web pages and thus kept within page-specific memory quotas.