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Abstract - The Poisoned Apple Effect: Strategic Manipulation of Mediated Markets via Technology Expansion of AI Agents
The integration of AI agents into economic markets fundamentally alters the landscape of strategic interaction. We investigate the economic implications of expanding the set of available technologies in three canonical game-theoretic settings: bargaining (resource division), negotiation (asymmetric information trade), and persuasion (strategic information transmission). We find that simply increasing the choice of AI delegates can drastically shift equilibrium payoffs and regulatory outcomes, often creating incentives for regulators to proactively develop and release technologies. Conversely, we identify a strategic phenomenon termed the "Poisoned Apple" effect: an agent may release a new technology, which neither they nor their opponent ultimately uses, solely to manipulate the regulator's choice of market design in their favor. This strategic release improves the releaser's welfare at the expense of their opponent and the regulator's fairness objectives. Our findings demonstrate that static regulatory frameworks are vulnerable to manipulation via technology expansion, necessitating dynamic market designs that adapt to the evolving landscape of AI capabilities.
毒苹果效应:AI智能体通过技术扩张对中介市场进行战略性操纵 /
The Poisoned Apple Effect: Strategic Manipulation of Mediated Markets via Technology Expansion of AI Agents
1️⃣ 一句话总结
这篇论文发现,当AI智能体进入经济市场并引入更多技术选择时,会引发一种名为‘毒苹果效应’的策略性现象,即一方可能故意发布自己最终都不会使用的新技术,仅仅是为了操纵监管规则向己方倾斜,从而损害对手和市场的公平性,这表明静态的监管框架容易受到操纵,需要能适应AI能力演变的动态市场设计。