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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

Charlie Tharas

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#artificial intelligence May 2026

Mechanism Design Is Not Enough: Prosocial Agents for Cooperative AI

This work proves that the answer is negative: drawing from incomplete contract theory, it is formally shown that when contracts cannot distinguish all relevant future contingencies, there is a strictly positive welfare loss that no realistic mechanism can eliminate.

Xuanqi Huang, Charlie Tharas, Samuele G. Marro et al. · 2 citations

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