-> Computer models support policy with important orientational knowledge in various areas. -> Computer models do not only create knowledge, but also (re-)produce social values and world views. They should therefore be widely discussed in science, policy, and by the public. -> Key challenges for computational modelling in policy advice are its increasing complexity, a lack of transparency, and ensuring the credibility and communication of models and their significance