Interactions of Human and Machine Intelligence in Modern Economic Systems

现代经济系统中人与机器智能的相互作用

• 批准号: DP240100506
• 负责人: Prof Lexing Xie
• 金额: $ 36.16万
• 依托单位: The Australian National University
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2024
• 资助国家: 澳大利亚
• 起止时间: 2024-01-01 至 2026-12-31
• 项目状态: 未结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP240100506
• 关键词: Interactions; Human; Machine; Intelligence; Modern

Much of modern economic systems are driven by machine-machine and machine-human interactions that happens rapidly at large scale. But such interactions are often opaque and can have negative or catastrophic consequences, such as market plunges with no apparent economic reasons in financial trading, content recommendations that promote extremism, algorithms in gig economy leading to worker exploitation and wasted resources. This project aims for new theoretical results and algorithms at the intersection computational economics, game theory, and dynamical systems, that establish conditions under which the economic systems are stable, propose mechanisms that make the interactions more fair, transparent and aligned with human values.

许多现代经济体系都是由机器机器和机器人 - 人类互动驱动的，这些互动迅速发生。但是，这种互动通常是不透明的，可能会带来负面或灾难性的后果，例如市场暴跌，没有明显的经济原因，在金融交易中没有明显的经济原因，促进极端主义的内容建议，零工经济中的算法，导致工人剥削和浪费资源。该项目的目的是在交集计算经济学，游戏理论和动态系统上建立经济体系稳定的条件的新理论结果和算法，提出了使交互更加公平，透明并且与人类价值观保持一致的机制。