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LLM adoption linked to surge in fake academic references

A recent study indicates that the widespread adoption of large language models (LLMs) has led to a significant increase in fabricated references within academic writing. These citation errors are particularly common in fields with high AI uptake, in papers showing signs of AI-assisted authorship, and among less experienced researchers. Furthermore, these hallucinations tend to disproportionately credit established and male scholars, potentially exacerbating existing biases in academic recognition. AI

Summary written by gemini-2.5-flash-lite from 1 source. How we write summaries →

IMPACT LLM use in academic writing may introduce bias and reduce citation integrity, impacting research credibility.

RANK_REASON The cluster contains an academic paper detailing research findings on the impact of LLMs. [lever_c_demoted from research: ic=1 ai=1.0]

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LLM adoption linked to surge in fake academic references

COVERAGE [1]

  1. Mastodon — mastodon.social TIER_1 · [email protected] ·

    Update. "We find a sharp rise in non-existent references following widespread LLM adoption… These errors are…especially pronounced in fields with rapid AI uptak

    Update. "We find a sharp rise in non-existent references following widespread LLM adoption… These errors are…especially pronounced in fields with rapid AI uptake, in manuscripts with linguistic signatures of AI-assisted writing, and among small and early-career author teams. At t…