Consumer Rights and Algorithms

Legal scholar Gregory M. Dickinson has published a comprehensive analysis titled 'Consumer Rights and Algorithms' on arXiv, examining the collision of traditional consumer protection law with the algorithmic age. The paper systematically traces the field from its historical foundations to the contemporary challenges posed by artificial intelligence and big data, focusing on digital advertising and emerging forms of algorithmic fraud. It outlines the complex interplay between common-law doctrines, statutory regulations, and private enforcement mechanisms that govern deceptive and unfair trade practices.

Dickinson's work then delves into the specific impacts of AI on consumer markets, arguing that existing legal frameworks are often ill-equipped to handle opaque algorithmic decision-making and data-driven manipulation. The paper explores modern regulatory responses, including the rise of data privacy laws like GDPR and CCPA, and specific prohibitions against 'dark patterns'—deceptive UI designs that trick users. A key contribution is its analysis of the inherent trade-offs within consumer protection frameworks, balancing the need for safety and fairness against the risks of stifling technological innovation and market efficiency.