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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Si-Jia Fu

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Open access Aug 2026

A Trust Incentive-Driven Consensus Feedback Mechanism for Large-Scale Participatory Budgeting

A trust incentive-driven consensus feedback mechanism that transforms ballots into structural and behavioral signals is developed that provides decision makers with a transparent and scalable way to incorporate consensus feedback into anonymous PB without requiring observed interpersonal trust data.

Si-Jia Fu, Ying Ji · 0 citations

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