Unfortunately I didn’t get to attend this session, but thankfully, through the beauty of blogging, there are numerous other accounts online.
BuddyPress grew out of a series of plug-ins that added social functionality to WordPress MU (the multi-user edition). It is being touted as Facebook-in-a-box, ie. you can setup your own personal Facebook for your community.
Andy graciously added his presentation to Slideshare: