Human–LLM exchange is asymmetric communication: model outputs circulate without commitments, so AGI, hallucination, agency, sentience, and alignment are receiver-side category mistakes, and alignment is institutional constraint engineering.
Moral zombies: Why algorithms are not moral agents.AI & Society, 36(2):487–497, 2021
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Asymmetric Communication: Large Language Models and Language Games
Human–LLM exchange is asymmetric communication: model outputs circulate without commitments, so AGI, hallucination, agency, sentience, and alignment are receiver-side category mistakes, and alignment is institutional constraint engineering.