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答案生成机器人效应(ABE):一种由智能个人助理和搜索引擎带来的强大的新型影响力形式。

The Answer Bot Effect (ABE): A powerful new form of influence made possible by intelligent personal assistants and search engines.

机构信息

American Institute for Behavioral Research and Technology, Vista, California, United States of America.

出版信息

PLoS One. 2022 Jun 1;17(6):e0268081. doi: 10.1371/journal.pone.0268081. eCollection 2022.

Abstract

We introduce and quantify a relatively new form of influence: the Answer Bot Effect (ABE). In a 2015 report in PNAS, researchers demonstrated the power that biased search results have to shift opinions and voting preferences without people's knowledge-by up to 80% in some demographic groups. They labeled this phenomenon the Search Engine Manipulation Effect (SEME), speculating that its power derives from the high level of trust people have in algorithmically-generated content. We now describe three experiments with a total of 1,736 US participants conducted to determine to what extent giving users "the answer"-either via an answer box at the top of a page of search results or via a vocal reply to a question posed to an intelligent personal assistant (IPA)-might also impact opinions and votes. Participants were first given basic information about two candidates running for prime minister of Australia (this, in order to assure that participants were "undecided"), then asked questions about their voting preferences, then given answers to questions they posed about the candidates-either with answer boxes or with vocal answers on an Alexa simulator-and then asked again about their voting preferences. The experiments were controlled, randomized, double-blind, and counterbalanced. Experiments 1 and 2 demonstrated that answer boxes can shift voting preferences by as much as 38.6% and that the appearance of an answer box can reduce search times and clicks on search results. Experiment 3 demonstrated that even a single question-and-answer interaction on an IPA can shift voting preferences by more than 40%. Multiple questions posed to an IPA leading to answers that all have the same bias can shift voting preferences by more than 65%. Simple masking procedures still produced large opinion shifts while reducing awareness of bias to close to zero. ABE poses a serious threat to both democracy and human autonomy because (a) it produces large shifts in opinions and voting preferences with little or no user awareness, (b) it is an ephemeral form of influence that leaves no paper trail, and (c) worldwide, it is controlled almost exclusively by just four American tech companies. ABE will become a greater threat as people increasingly rely on IPAs for answers.

摘要

我们介绍并量化了一种相对较新的影响形式

答案机器人效应(Answer Bot Effect,ABE)。在 2015 年发表于《美国国家科学院院刊》(PNAS)的一篇报告中,研究人员展示了具有偏见的搜索结果通过人们的不知情而改变意见和投票偏好的力量——在某些人群中,这种影响高达 80%。他们将这种现象命名为搜索引擎操纵效应(Search Engine Manipulation Effect,SEME),推测其力量源自人们对算法生成内容的高度信任。我们现在描述了三项共有 1736 名美国参与者参与的实验,以确定给用户“答案”——无论是通过搜索结果页面顶部的答案框还是通过对智能个人助理(IPA)提出的问题进行语音回复——是否也会影响意见和投票。首先,参与者获得了两名竞选澳大利亚总理的候选人的基本信息(这是为了确保参与者“未决定”),然后被问及他们的投票偏好,然后获得了他们对候选人提出的问题的答案——要么通过答案框,要么通过 Alexa 模拟器进行语音回复,然后再次被问及他们的投票偏好。这些实验是受控的、随机的、双盲的和平衡的。实验 1 和 2 表明,答案框可以使投票偏好改变多达 38.6%,而且答案框的出现可以减少搜索时间和对搜索结果的点击。实验 3 表明,即使在 IPA 上进行一次问答交互也可以使投票偏好改变超过 40%。向 IPA 提出多个问题,导致所有答案都存在相同的偏见,可以使投票偏好改变超过 65%。简单的掩蔽程序在降低对偏见的认识接近零时,仍然会产生很大的意见转变。ABE 对民主和人类自主构成了严重威胁,原因在于:(a)它在用户几乎没有或没有意识到的情况下产生了对意见和投票偏好的重大转变;(b)它是一种短暂的影响形式,没有留下任何纸质痕迹;(c)在全球范围内,它几乎完全由仅仅四家美国科技公司控制。随着人们越来越依赖 IPA 来获取答案,ABE 将成为一个更大的威胁。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5823/9159602/8d971338810a/pone.0268081.g001.jpg

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