Thinking in REST - i have a framework...

I've been reading blogs around the .NET community lately and there seems to be some serious confusion about what exactly REST is. Is it a SOAP replacement? Is it a definition of how to prepare data for consumption by AJAX clients? And what does it have to do with all this new MVC stuff we've been hearing about? What is it exactly?