Centralized matching mechanisms outperform free negotiation in stability and efficiency with LLM agents, who also report preferences truthfully more often than humans, though not always in line with strategy-proofness predictions.
Figueroa, Yash Kanoria, and Akshit Kumar
2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
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Agentic e-commerce should operate as a micro-transaction market for verified information unlocked progressively by buyer agents, redirecting NLP research toward cost-optimal acquisition, data pricing, and related problems.
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Do Matching Mechanisms Work with LLM Agents?
Centralized matching mechanisms outperform free negotiation in stability and efficiency with LLM agents, who also report preferences truthfully more often than humans, though not always in line with strategy-proofness predictions.
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Paying to Know: Micro-Transaction Markets for Verified Product Information in Agentic E-Commerce
Agentic e-commerce should operate as a micro-transaction market for verified information unlocked progressively by buyer agents, redirecting NLP research toward cost-optimal acquisition, data pricing, and related problems.