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.
, author Kang, J.S
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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2026 2verdicts
UNVERDICTED 2representative citing papers
Self-CTRL uses RL to align LM self-explanations with behavior, boosting bias correlation to R²=0.64 and refusal prediction accuracy to 92% while cutting harm failures to 0.5%.
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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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Self-CTRL: Self-Consistency Training with Reinforcement Learning
Self-CTRL uses RL to align LM self-explanations with behavior, boosting bias correlation to R²=0.64 and refusal prediction accuracy to 92% while cutting harm failures to 0.5%.