In Arrow-Debreu economies with multiplex network externalities, competitive markets satisfy the First and Second Welfare Theorems under regularity or identical layer structures; Lindahl equilibria correct remaining inefficiencies via personalized prices.
Artificial intelligence in virtual reality simulation for interprofessional communication training: mixed method study
2 Pith papers cite this work. Polarity classification is still indexing.
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The authors built and expert-evaluated an agentic AI system integrating DEA regulatory data with dynamic scientific literature via RAG to provide accurate, context-sensitive substance use education, with mean Likert ratings of 4.18-4.35 and substantial rater agreement.
citing papers explorer
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When Do Markets Work? Multiplex Networks and Efficiency
In Arrow-Debreu economies with multiplex network externalities, competitive markets satisfy the First and Second Welfare Theorems under regularity or identical layer structures; Lindahl equilibria correct remaining inefficiencies via personalized prices.
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Agentic AI for Substance Use Education: Integrating Regulatory and Scientific Knowledge Sources
The authors built and expert-evaluated an agentic AI system integrating DEA regulatory data with dynamic scientific literature via RAG to provide accurate, context-sensitive substance use education, with mean Likert ratings of 4.18-4.35 and substantial rater agreement.