ABSTRACT. The success of SAT solving, Answer Set Programming, and Model Checking has changed our view of computational complexity and (un)decidability. Program committees are increasingly discussing the value of theoretical and empirical complexity evaluations. What is the intellectual value of a completeness result? Which standards do we apply to reproducibility of experiments? What is the role of competitions? What are the minimal requirements for an experimental proof of concept?