This critique proposes the LXAI framework to enhance AI capabilities, suggesting structural improvements for advanced architectures.
This paper critiques the concept of Artificial General Intelligence (AGI) as overly vague and proposes the LXAI framework: a leveled, operational decomposition of AI capabilities into reactive, learning, and metacognitive layers across multiple dimensions. It establishes capability mutual exclusivity under finite resources as a fundamental constraint and introduces Yin-Yang and Five-Elements-inspired mechanisms as potential pathways to overcome structural limitations in current architectures. This is the first paper in an 11-paper series on Super-Alignment via Wuxing Institutional Architecture.
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Rui Chai (2025) studied this question.
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