反垄断与人工智能(AAI):反垄断警戒机制与AI法律推理自主
Antitrust and Artificial Intelligence (AAI): Antitrust Vigilance Lifecycle and AI Legal Reasoning Autonomy
摘要:
人们对反垄断领域与人工智能(AI)领域的交织越来越感兴趣,在研究文献中经常被统称为反垄断和AI(AAI)。本研究的重点是反垄断和人工智能之间的协同效应,通过提供这两个领域交叉的主要方式来扩展文献,包括:(1)反垄断对人工智能的应用,以及(2)人工智能对反垄断的应用。到目前为止,大多数关于这种混合的现有研究都集中在前者,即反垄断对人工智能的应用,这意味着人工智能的出现将如何改变市场,以及相应地产生不利的反垄断行为的可能性。选择更深入地探索这枚硬币的另一面,这项研究仔细研究了人工智能在反垄断中的应用,并建立了一个反垄断警戒生命周期,预计人工智能将被大量注入,以实现和加强反垄断检测,执法和执法后监测。此外,随着人工智能法律推理(AILR)的自治水平(LoA)出现重大进展,预计人工智能将逐步和增量地注入反垄断警戒。
英文摘要:
There is an increasing interest in the entwining of the field of antitrust with the field of Artificial Intelligence (AI), frequently referred to jointly as Antitrust and AI (AAI) in the research literature. This study focuses on the synergies entangling antitrust and AI, doing so to extend the literature by proffering the primary ways that these two fields intersect, consisting of: (1) the application of antitrust to AI, and (2) the application of AI to antitrust. To date, most of the existing research on this intermixing has concentrated on the former, namely the application of antitrust to AI, entailing how the marketplace will be altered by the advent of AI and the potential for adverse antitrust behaviors arising accordingly. Opting to explore more deeply the other side of this coin, this research closely examines the application of AI to antitrust and establishes an antitrust vigilance lifecycle to which AI is predicted to be substantively infused for purposes of enabling and bolstering antitrust detection, enforcement, and post-enforcement monitoring. Furthermore, a gradual and incremental injection of AI into antitrust vigilance is anticipated to occur as significant advances emerge amidst the Levels of Autonomy (LoA) for AI Legal Reasoning (AILR).
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。