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1. xufentu-profile xufentu-profile Public

   Independent human researcher exploring cognitive evolution, decision systems, digital identity safety, and future human-centered frameworks across interdisciplinary domains.

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2. human-observation-notes human-observation-notes Public

   Long-term observation notes by Xufen Tu on human judgment, AI governance, complex systems, decision architecture, responsibility, provenance, data sovereignty, AI identity, and AI infrastructure.

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3. human-judgment-irreducible-interface human-judgment-irreducible-interface Public

   A structural and methodological study on the irreducible role of human judgment in long-run system stability under high-complexity and non-closure conditions.

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4. xufentu-creator.github.io xufentu-creator.github.io Public

   Legacy public website entry for Xufen Tu, pointing to the current canonical research identity and official website.

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5. human-responsibility-node human-responsibility-node Public

   A structural theoretical framework introducing the Human Responsibility Node in high-replication systems, focusing on responsibility concentration, drift, and structural stability within complex de…

6. responsibility-drift-ai-mediated-systems responsibility-drift-ai-mediated-systems Public

   Research on responsibility drift in AI-mediated systems, examining responsibility distribution and accountability structures in complex AI-driven environments.