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This open access book explores machine learning and its impact on how we make sense of the world. It does so by bringing together two ΓÇÿrevolutionsΓÇÖ in a surprising analogy: the revolution of machine learning, which has placed computing on the path to artificial intelligence, and the revolution in thinking about the law that was spurred by Oliver Wendell Holmes Jr in the last two decades of the 19th century. Holmes reconceived law as prophecy based on experience, prefiguring the buzzwords of the machine learning ageΓÇöprediction based on datasets.On the path to AI introduces readers to the key concepts of machine learning, discusses the potential applications and limitations of predictions generated by machines using data, and informs current debates amongst scholars, lawyers and policy makers on how it should be used and regulated wisely. Technologists will also find useful lessons learned from the last 120 years of legal grappling with accountability, explainability, and biased data.
This title casts fresh light on the crisis that beset Nazism during the final months of Germany's first republic. The book scrutinizes two sets of hitherto understudied records.
This volume deals with legal issues concerning Russia's annexation of Crimea and intervention in the Donbas, so-called 'frozen conflicts' and 'hybrid warfare, ' the use of courts and tribunals to address armed aggression, and the implications of recent events for the security guarantees connected to nuclear nonproliferation.
The regions that once comprised the Soviet Union have been the scene of crises with serious implications for international law. Legal proceedings in connection with events in the post-Soviet space may be steps toward the resolution of recent crises--or tests of the resiliency of modern international law.
Grant examines the Great Debate over state recognition, tracing its eclipse, and identifying trends in contemporary international law that may explain the lingering persistence of the terms of that debate.
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