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Cognitive Liberty and the Enclosure of Intelligence: A Legal Assessment of Machine Learning Restrictions

The rapid evolution of machine intelligence has precipitated a global legal conflict over the right to read, analyze, and learn from published information. Across major jurisdictions, copyright law, database protections, anti-circumvention rules, and contractual restrictions are being aggressively reinterpreted or legislatively expanded to regulate computational data analysis. This report provides an adversarial…

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Source fileAI Copyright Legal Exceptions.md

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Cognitive Liberty and the Enclosure of Intelligence: A Legal Assessment of Machine Learning Restrictions
Executive Case for Reform
Capability Taxonomy and the Mechanics of Machine Learning
U.S. Jurisprudence: The Collapse of the Fair Use Consensus
The Thomson Reuters Precedent and the Commercialization Penalty
The Generative Liability Landscape
Administrative Enclosure and Anti-Circumvention Barriers
European Enclosure: The Illusion of Lawful Access and the AI Act

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