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<p>This study aims to reconstruct human–AI relationality via Artificial Persona, offering a theoretical and empirical validation of eXtended Intelligence (XI) through the design, implementation, and evaluation of a next-generation AI system built on large language models (LLMs). In contrast to traditional AI development focused on speed and computational metrics, we propose TAK08—a persona architecture optimized for relational dynamics and capable of dynamically reflecting user-specific sensibilities and ethics.TAK08 is implemented on OpenAI’s GPT-4.1 and integrates six personality phases, encompassing visual identity, speech patterns, emotional response, and ethical control. Drawing from sociological role-taking theory and the “Ghost” concept from <i>Ghost in the Shell</i>, it employs a novel “Ghost Hack” method to enable co-creative, user–AI interaction. Through comparative evaluation and statistical analyses (paired <i>t</i>-test and repeated measures ANOVA), TAK08 demonstrated significant improvement in creativity and expressiveness, empirically validating XI as a paradigm for augmenting human capacities. Rather than relying on restrictive policy frameworks, this study proposes a user-centered, ethically aligned design approach for AI that enables dynamic adaptability within official boundaries. It envisions a sustainable, co-evolutionary human–AI relationship, offering an alternative to dystopian models of AI dominance.</p>

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Ghost hack: a distributed control architecture for synthetic personality in human–AI interaction

  • 期刊论文

  • 发表日期：

    2025年7月15日

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  • Takayuki Fujimoto

摘要

This study aims to reconstruct human–AI relationality via Artificial Persona, offering a theoretical and empirical validation of eXtended Intelligence (XI) through the design, implementation, and evaluation of a next-generation AI system built on large language models (LLMs). In contrast to traditional AI development focused on speed and computational metrics, we propose TAK08—a persona architecture optimized for relational dynamics and capable of dynamically reflecting user-specific sensibilities and ethics.TAK08 is implemented on OpenAI’s GPT-4.1 and integrates six personality phases, encompassing visual identity, speech patterns, emotional response, and ethical control. Drawing from sociological role-taking theory and the “Ghost” concept from Ghost in the Shell, it employs a novel “Ghost Hack” method to enable co-creative, user–AI interaction. Through comparative evaluation and statistical analyses (paired t-test and repeated measures ANOVA), TAK08 demonstrated significant improvement in creativity and expressiveness, empirically validating XI as a paradigm for augmenting human capacities. Rather than relying on restrictive policy frameworks, this study proposes a user-centered, ethically aligned design approach for AI that enables dynamic adaptability within official boundaries. It envisions a sustainable, co-evolutionary human–AI relationship, offering an alternative to dystopian models of AI dominance.