TY - CHAP U1 - Buchbeitrag A1 - Martini, Mario ED - Ebers, Martin ED - Navas Navarro, Susana T1 - Regulating Algorithms – How to demystify the alchemy of code? T2 - Algorithms and Law N2 - Algorithms have a profound and growing influence on our lives, but partially remain a black box to us. Keeping the risks that arise from rule-based and learning systems in check is a challenging task for both: society and the legal system. The essay undertakes the challenge to examine existing and adaptable legal solutions and to complement them with further proposals. It designs a regulatory model in four steps along the time axis: preventive regulation instruments, accompanying risk management, ex post facto protection and the vision of an algorithmic responsibility code. Together, they form a legislative blueprint to further regulate applications of artificial intelligence. KW - artificial intelligence KW - algorithmic decision making KW - machine learning Y1 - 2020 UR - https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3458261 SN - 978-1-108-42482-0 SB - 978-1-108-42482-0 SP - 100 EP - 135 PB - Cambridge University Press CY - Cambridge ER -