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Shumaila Asif

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#artificial intelligence Preprint Oct 2026

When LLMs Manipulate: Measuring Behavioral, Social, and Temporal Effects

Large language models (LLMs) can influence user trust and decision-making through subtle linguistic cues, yet the behavioral effects of manipulative outputs remain poorly quantified. We introduce a behavioral computing framework for measuring \textit{behavioral vulnerability}, defined as users'susceptibility to manipul...

Sadia Asif, Israel Antonio Rosales Laguan, Shumaila Asif et al. · 0 citations

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