From Identifiers to Inference Reconstructive Identity, Cross-Modal Linkage, and the Collapse of Practical Obscurity in AI Systems
Abstract Conventional privacy models often treat identity as an explicit data object: a name, face, email address, account number, biometric template, or other direct identifier. Artificial intelligence increasingly challenges that assumption. Modern language models, multimodal systems, retrieval p…
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