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This paper proposes a three-level taxonomy for evaluating AI cultural capabilities—Cultural Awareness, Sensitivity, and Competence—grounded in intercultural communication theory, aiming to improve validity and interpretability of AI evaluations in multicultural settings.
This paper proposes a two-dimensional classification framework for AI agent design patterns that combines cognitive function and execution topology axes, identifying 27 named patterns and deriving empirical laws from cross-domain analysis.
This paper presents a comprehensive analysis of the Neural Tangent Generalization Attack (NTGA) for data protection, including a taxonomy of related attacks, and discusses future research directions.