Identity from the Outside: A Conceptual Framework and Research Program for AI Personality Clones
Moving beyond mere mimicry: A new technical framework for understanding AI-driven personality replication
AI "personality clones" force a re-examination of personal identity in operational terms. Setting aside the hard problem of consciousness, we approach identity through the indiscernibility of manifestations, as assessed by an observer over a duration. We distinguish three criteri...
ArXiv CS.AI
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This framework shifts the focus of AI personality modeling from mere mimicry to a rigorous, state-space approach that accounts for how individuals evolve over time. By defining a clone through 'climate fidelity' rather than static replication, it provides a functional roadmap for the ethical and technical development of autonomous digital proxies.

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