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Whitepaper
From Licenses to Signals
Text and Data Mining Rights, Opt-Out Protocols, and Compliance Automation for Machine Learning
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Machine-Readable Permissions
An Auditable Decision Record for Web Data Use
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Auditable Compliance Crosswalks
A Rules-Based Approach to SKOS Mapping in the Era of LLM-Based Ontology Matching
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Governed Autonomy
Human Accountability Above the Loop in Agentic AI
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Notes from Twenty-Three Years Inside a Compliance Lexicon
A Multi-Axis Classification Practice with Auditable Provenance
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The Multi-Lensatic Methodology
Translation, Not Conquest
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