The methods and techniques reviewed and suggested in this paper all have a common set of fundamental assumptions regarding how an IR system operates and how a Relevance Feedback interacts with it. In particular, some of these fundamental assumptions are now being re-evaluated as IR systems are used for a wider variety of tasks. I will now present a brief look at some of these assumptions, how they are being relaxed, and what affects that may have on the IR system.