LLMs grooming or data voids? LLM-powered chatbot references to Kremlin disinformation reflect information gaps, not manipulation

Some of today’s most popular large language model (LLM)-powered chatbots occasionally reference Kremlin-linked disinformation websites, but it might not be for the reasons many fear. While some recent studies have claimed that Russian actors are “grooming” LLMs by flooding the web with disinformation, our small-scale analysis finds little evidence for this. When such references appear, they can be due to “data voids,” gaps in credible information, rather than foreign interference.

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Publication Details

Journal
Harvard Kennedy School Misinformation Review
Published
2025-10-15
DOI
https://doi.org/10.37016/mr-2020-187
Citations
1
Primary Topic
Law, AI, and Intellectual Property
Type
article
Field-Weighted Citation Impact
2.48
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article

LLMs grooming or data voids? LLM-powered chatbot references to Kremlin disinformation reflect information gaps, not manipulation

Maryna Sydorova, Mykola Makhortykh, Alexandr Voronovici, Maxim Alyukov
1 citations
Harvard Kennedy School Misinformation Review
Law, AI, and Intellectual Property
2.48
article

LLMs grooming or data voids? LLM-powered chatbot references to Kremlin disinformation reflect information gaps, not manipulation

Maryna Sydorova, Mykola Makhortykh, Alexandr Voronovici, Maxim Alyukov
article en
1 citations

Abstract

Some of today’s most popular large language model (LLM)-powered chatbots occasionally reference Kremlin-linked disinformation websites, but it might not be for the reasons many fear. While some recent studies have claimed that Russian actors are “grooming” LLMs by flooding the web with disinformation, our small-scale analysis finds little evidence for this. When such references appear, they can be due to “data voids,” gaps in credible information, rather than foreign interference.

Harvard Kennedy School Misinformation Review
University of Bern (CH), University of Manchester (GB)
Openalex Percentile: Top 8%
Law, AI, and Intellectual Property
2.48
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