The paper defines five AI system categories for public administration and reports that 55% of 91 recent papers leave the system type underspecified while 31% study one type but motivate with another.
arXiv , langid =:2303.18190 , primaryclass =
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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2026 2representative citing papers
LLM counter-arguments in ChangeMyView convey more trust and social-intent signals than human opinion-changing comments, and crowdworkers prefer them as more persuasive.
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A Technical Typology of AI Systems in Public Administration
The paper defines five AI system categories for public administration and reports that 55% of 91 recent papers leave the system type underspecified while 31% study one type but motivate with another.
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"I understand your perspective": LLM Persuasion through the Lens of Communicative Action Theory
LLM counter-arguments in ChangeMyView convey more trust and social-intent signals than human opinion-changing comments, and crowdworkers prefer them as more persuasive.