They want to give users the best frontend search experience, which they will build themselves, based on Bings backend technology.
When asked how different search results will look on Yahoo from those on Bing, Yahoo said, We are not a version of Bing. We are the Yahoo search experience. They also said that they will have freedom on the advertising side, but that some would be provided by Microsoft as well. Thats interesting.