Professions and Expertise: How Machine Learning and Blockchain are Redesigning the Landscape of Professional Knowledge and Organisation

Abstract Machine learning has entered the world of the professions with differential impacts. Engineering, architecture, and medicine are early and enthusiastic adopters. Other professions, especially law, are late and in some cases reluctant adopters. And in the wider society automation will have huge impacts on the nature of work and society. This paper examines the…

What Happened to the Class of 2010? Empirical Evidence of Structural Change in the Legal Profession

Abstract Poor employment outcomes have plagued law school graduates for several years. Legal scholars have debated whether these outcomes stem from macroeconomic cycles or from fundamental changes in the market for legal services. This Article examines that question empirically, using a database of employment outcomes for more than 1,200 lawyers who received their JDs in…

Automated Decision Support Technologies and the Legal Profession

Abstract A quiet revolution is afoot in the field of law. Technical systems employing algorithms are shaping and displacing professional decision making, and they are disrupting and restructuring relationships between law firms, lawyers, and clients. Decision-support systems marketed to legal professionals to support e-discovery—generally referred to as “technology-assisted review” (TAR)—increasingly rely on “predictive coding,” machine-learning…

Law School as a Consumer Product: Beat ’em or Join ’em?

Abstract: With rising costs, pressure on performance metrics and competitive high-profile rankings, law schools are more than ever before being judged on a consumer satisfaction basis by both students and the public. While this perception has been growing over the past two decades, it has reached a crisis point in legal education. When students have…

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