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LLMs & generative AIFact-checking & verification
Factuality Challenges in the Era of Large Language ModelsNakov surveys the twin challenges posed by large language models (LLMs) to misinformation detection and fact-checking: (1) LLMs generate coherent, persuasive, and factually-unreliable text—hallucinations are pervasive and often hidden; (2) LLMs can be weaponized to automate misinformation production at scale through paraphrasing, persona…
Psychology & interventionsLLMs & generative AI
Misinformation and Data LiteracyData and numbers are surprisingly effective misinformation tools because they convey false authority and precision—people trust numbers even more than words. West illustrates how charts can deliberately mislead through axis manipulation, bin-width distortion, and selective framing; these occur regularly in mainstream media and academic…