mlsanityData to 7 Oct 2026

Artificial intelligence in communication impacts language and social relationships

arXiv 2102.05756 ↗First posted 10 Feb 2021cs.HC cs.AIcited by 22

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Abstract (arXiv)

Artificial intelligence (AI) is now widely used to facilitate social interaction, but its impact on social relationships and communication is not well understood. We study the social consequences of one of the most pervasive AI applications: algorithmic response suggestions ("smart replies"). Two randomized experiments (n = 1036) provide evidence that a commercially-deployed AI changes how people interact with and perceive one another in pro-social and anti-social ways. We find that using algorithmic responses increases communication efficiency, use of positive emotional language, and positive evaluations by communication partners. However, consistent with common assumptions about the negative implications of AI, people are evaluated more negatively if they are suspected to be using algorithmic responses. Thus, even though AI can increase communication efficiency and improve interpersonal perceptions, it risks changing users' language production and continues to be viewed negatively.

Key facts. Cited by 22 papers in the map (data through 7 Oct 2026). Builds on 4 of its 57 references that are in the map. First posted on arXiv 10 Feb 2021.

Builds on

4 of 57 references.

References · 4

  1. 2017Efficient Natural Language Response Suggestion for Smart Replycited by 228
  2. 2018Conversations Gone Awry: Detecting Early Signs of Conversational Failurecited by 73
  3. 2016Smart Reply: Automated Response Suggestion for Emailcited by 54
  4. 2016Review of state-of-the-arts in artificial intelligence with application to AI safety problemcited by 1

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2022: 3; 2023: 2; 2024: 4; 2025: 12; 2026: 1.

22 papers.

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  1. 2023Cultural Bias and Cultural Alignment of Large Language Modelscited by 149
  2. 2024Introducing v0.5 of the AI Safety Benchmark from MLCommonscited by 60
  3. 2024AI Suggestions Homogenize Writing Toward Western Styles and Diminish Cultural Nuancescited by 59
  4. 2022Detoxifying Text with MaRCo: Controllable Revision with Experts and Anti-Expertscited by 36
  5. 2025The Homogenizing Effect of Large Language Models on Human Expression and Thoughtcited by 35
  6. 2022Interacting with next-phrase suggestions: How suggestion systems aid and influence the cognitive processes of writingcited by 27
  7. 2023From Text to Self: Users' Perceptions of Potential of AI on Interpersonal Communication and Selfcited by 18
  8. 2024Perceptions of Sentient AI and Other Digital Minds: Evidence from the AI, Morality, and Sentience (AIMS) Surveycited by 15
  9. 2022Who Wrote this? How Smart Replies Impact Language and Agency in the Workplacecited by 5
  10. 2025Recognising, Anticipating, and Mitigating LLM Pollution of Online Behavioural Researchcited by 3
  11. 2025Human-AI Interactions: Cognitive, Behavioral, and Emotional Impactscited by 3
  12. 2025Towards Anthropomorphic Conversational AI Part I: A Practical Frameworkcited by 2
10 more
  1. 2025Arti-"fickle" Intelligence: Using LLMs as a Tool for Inference in the Political and Social Sciencescited by 1
  2. 2025More-than-Human Storytelling: Designing Longitudinal Narrative Engagements with Generative AIcited by 1
  3. 2025"I Hadn't Thought About That": Creators of Human-like AI Weigh in on Ethics And Neurodivergencecited by 1
  4. 2024AI Does Not Alter Perceptions of Text Messagescited by 0
  5. 2025Intersubjective Model of AI-mediated Communication: Augmenting Human-Human Text Chat through LLM-based Adaptive Agent Paircited by 0
  6. 2025Detecting Effects of AI-Mediated Communication on Language Complexity and Sentimentcited by 0
  7. 2025Are AI Machines Making Humans Obsolete?cited by 0
  8. 2025Emotionally Vulnerable Subtype of Internet Gaming Disorder: Measuring and Exploring the Pathology of Problematic Generative AI Usecited by 0
  9. 2025AI-Mediated Communication Reshapes Social Structure in Opinion-Diverse Groupscited by 0
  10. 2026Memetic Capture: A Pluralistic Policy Framework for Governing AI-Driven Cultural Disempowermentcited by 0