mlsanityData to 7 Oct 2026

Misinformation as Information Pollution

arXiv 2306.12466 ↗First posted 21 Jun 2023cs.SI cs.CLcited by 0

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Abstract (arXiv)

Social media feed algorithms are designed to optimize online social engagements for the purpose of maximizing advertising profits, and therefore have an incentive to promote controversial posts including misinformation. By thinking about misinformation as information pollution, we can draw parallels with environmental policy for countering pollution such as carbon taxes. Similar to pollution, a Pigouvian tax on misinformation provides economic incentives for social media companies to control the spread of misinformation more effectively to avoid or reduce their misinformation tax, while preserving some degree of freedom in platforms' response. In this paper, we highlight a bird's eye view of a Pigouvian misinformation tax and discuss the key questions and next steps for implementing such a taxing scheme.

Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 1 of its 48 references that are in the map. First posted on arXiv 21 Jun 2023.

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  1. 2019Defending Against Neural Fake Newscited by 553

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