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arXiv 2603.17643cs.HC
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谁的洞察力?在AI辅助的洞察力形成中影响人类洞察力的可能性

Who's Sense is This? Possibility for Impacting Human Insights in AI-assisted Sensemaking

Eindhoven University of Technology(埃因霍温理工大学)

Zhuoyi Cheng, Steven Houben

AI总结:

本文探讨了在AI辅助的洞察力形成过程中,AI提前呈现洞察可能影响人类洞察力的问题,分析了其影响机制和潜在原因。

摘要:

洞察力形成是达成共识和决策等活动中重要的前置步骤。当人们处理大量信息时,他们的理解会从模糊逐渐变得清晰。在这个过程中,当得出结论还为时过早时,如果人们被呈现他人的见解,可能会被引导专注于特定视角而缺乏充分验证。我们主张在AI辅助的洞察力形成中也可能存在类似现象,其中AI通常会成为在用户理解仍模糊和不完善时提前呈现见解的一方。在本文中,我们提出了三个值得在实际应用中利用AI协助协作洞察力形成之前进行深思的问题,并讨论了可能导致用户选择AI见解的可能原因。

英文摘要:

Sensemaking is an important preceding step for activities like consensus building and decision-making. When groups of people make sense of large amounts of information, their understanding gradually evolves from vague to clear. During this process when reaching a conclusion is still premature, if people are presented with others' insights, they may be directed to focus on that specific perspective without adequate verification. We argue that similar phenomena may also exist in AI-assisted sensemaking, in which AI will usually be the one that presents insight prematurely when users' understandings are still vague and ill-formed. In this paper, we raised three questions that are worth deliberation before exploiting AI to assist in collaborative sensemaking in practice, and discussed possible reasons that may lead users to opt for insights from AI.

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。

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