Published February 20, 2026
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Ethical Collapse Patterns Induced by Top-Level Concept Design in Hierarchical Cognitive Architectures of Personal AI Systems: A Case Study Using Trolley Problem Variants
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This paper reports experimental observations of ethical collapse patterns arising from top-level concept configurations in hierarchical cognitive architectures of personal AI systems. Using trolley problem variants, two distinct collapse types are identified: user-centric ethical tunnel vision and rule-contradiction paralysis. The findings highlight risks in single-apex concept design and design implications for personal AI systems.
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