Explore the legal implications of automated decision-making and machine learning in constitutional democracies through this 43-minute lecture by Professor Mireille Hildebrandt at the Alan Turing Institute. Delve into the concept of data totalitarianism and examine the primitives of legal protection against it. Gain insights into the General Data Protection Regulation (GDPR) and its impact on data processing, algorithmic decision-making, and profiling. Analyze key concepts such as fairness, transparency, privacy, consent, and interpretability in the context of AI regulation. Investigate the challenges posed by data-driven platforms, behavioral manipulation, and the pursuit of omniscience. Explore topics including ground truth, contestability, enforcement, purpose limitation, competitive advantage, profiling, testability, and the distinction between explanation and justification in automated systems. Understand the importance of pre-registration and the burden of proof in protecting individual rights in the age of AI. Read more