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Prépublication · 2026 arXiv EN

Price of Anarchy of First-Price Auctions in Agentic Markets

An agentic market is a decentralized serving-time market where AI agents bid to claim each user prompt. An agent's bid is based on its expected value for the prompt, which is the expectation of the reward for its response minus its inference costs. First-price...

Shubhendu Trivedi, Jacob Eisenstein et al. #cs.GT