In addition to the links other people have provided, here's a thing wot I wrote:

http://www.solipsys.co.uk/new/ThinkingAboutMastodon.html?HN_...

In short, it's a sort of Twitter like thing, but no ads, chronological timeline, not controlled by a single organisation, and federated across multiple instances.