I keep all my RAW images. I do go through and toss out those that are obviously poorly done, such as blurred, way over or under exposed, etc. But after that my RAW images are treated just like my film negatives. I keep them stored and I back them up. I have also converted all RAW to .dng and I have my drives mirrored to DVD every year.