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The Dark Side of Information Proliferation

机译:信息增殖的黑暗面

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摘要

There are well-understood psychological limits on our capacity to process information. As information proliferation-the consumption and sharing of information-increases through social media and other communications technology, these limits create an attentional bottleneck, favoring information that is more likely to be searched for, attended to, comprehended, encoded, and later reproduced. In information-rich environments, this bottleneck influences the evolution of information via four forces of cognitive selection, selecting for information that is belief-consistent, negative, social, and predictive. Selection for belief-consistent information leads balanced information to support increasingly polarized views. Selection for negative information amplifies information about downside risks and crowds out potential benefits. Selection for social information drives herding, impairs objective assessments, and reduces exploration for solutions to hard problems. Selection for predictive patterns drives overfitting, the replication crisis, and risk seeking. This article summarizes the negative implications of these forces of cognitive selection and presents eight warnings that represent severe pitfalls for the naive "informavore," accelerating extremism, hysteria, herding, and the proliferation of misinformation.
机译:对我们处理信息的能力有很好的理解心理限制。随着信息扩散 - 通过社交媒体和其他通信技术增加信息 - 增加信息,这些限制创造了注意力瓶颈,有利于更有可能被搜查的信息,参加,理解,编码,并稍后再现。在丰富的环境中,这种瓶颈通过认知选择的四种力量来影响信息的演变,选择信仰 - 一致,消极,社会和预测的信息。对信念 - 一致信息的选择导致均衡信息来支持越来越偏振的视图。为负面信息的选择放大有关下行风险的信息,并在潜在的利益中占据潜在利益。社会信息的选择驱动备用,损害客观评估,减少对难题解决方案的探索。预测模式的选择驱动过度装备,复制危机和冒险。本文总结了这些认知选择力量的负面影响,并提出了八个警告,这些警告代表了天真的“信息”,加速极端主义,歇斯底里,放牧和错误信息的扩散。

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