Whilst it can be argued that automation increases safety, it also compromises safety to a larger degree when it is temporarily not available (due to failure or maintenance). The Uberlingen mid-air will for me always serve as a primary example of this. We are becoming over reliant on automation and our 'manual' skills are rapidly eroding.