Seminar: Prof Lee Bygrave - Machine Learning, Cognitive Sovereignty and Data Protection Rights with Respect to Automated Decisions

In this seminar, hosted by the ANU College of Law and the ANU Humanising Machine Intelligence Grand Challenge project, Professor Lee Bygrave (Norwegian Research Center for Computers and Law - Law Faculty, University of Oslo) will present some of his recent work on "cognitive sovereignty" in a machine learning (ML) context.

Human behaviour is increasingly governed by automated decisional systems based on ML and ‘Big Data’. While these systems promise a range of benefits, they also throw up a congeries of challenges, not least for our ability as humans to understand their logic and ramifications. This seminar maps the basic mechanics of such systems, the concerns they raise, and the degree to which these concerns may be remedied by data protection law, particularly those provisions of the EU General Data Protection Regulation that specifically target automated decision-making.

Drawing upon the work of Ulrich Beck, the seminar employs the notion of ‘cognitive sovereignty’ to provide an overarching conceptual framing of the subject matter. Cognitive sovereignty essentially denotes our moral and legal interest in being able to comprehend our environs and ourselves. Focus on this interest fills a blind spot in scholarship and policy discourse on ML-enhanced decisional systems, and is vital for grounding claims for greater explicability of machine processes.

To register for this event please see here.