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What's Inside the Black Box? AI Challenges for Lawyers and Researchers

机译:黑盒子里面有什么?律师和研究人员的AI挑战

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Abstract The Artificial intelligence revolution is happening and is going to drastically re-shape legal research in both the private sector and academia. AI research tools present several advantages over traditional research methods. They allow for the analysis and review of large datasets (‘Big Data’) and can identify patterns that are imperceptible to human researchers. However, the wonders of AI legal research are not without perils. Because of their complexity, AI systems can escape the control and understanding of their operators and programmers. Therefore, especially when run by researchers with insufficient IT background, computational AI research may skew analyses or result in flawed research. Premised thus, the main goals of this paper, written by Ronald Yu and Gabriele Spina Alì, are to analyse some of the factors that can jeopardize the reliability of AI-assisted legal research and to review some of the solutions to mitigate this situation.
机译:摘要发生了人工智能革命,并在私营部门和学术界彻底重新塑造了法律研究。 AI研究工具具有与传统研究方法的几个优势。它们允许对大型数据集(“大数据”)进行分析和审查,并且可以识别人类研究人员难以察觉的模式。然而,AI法律研究的奇迹并非没有危险。由于它们的复杂性,AI系统可以逃避对其运营商和程序员的控制和理解。因此,特别是当由IT背景不足的研究人员经营时,计算AI研究可能歪斜分析或导致有缺陷的研究。因此,本文的主要目标是由Ronald Yu和Gabriele SpinaAlì撰写的,是分析一些可以危及AI辅助法律研究的可靠性的一些因素,并审查一些解决这种情况的解决方案。

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