Four types of LLM reliance (Strategic 34.3%, Instrumental 30.9%, Dialogic 30.4%, Dependent 4.5%) were identified among undergraduates, with AI literacy predicting type and value/cost beliefs predicting intensity.
Title resolution pending
3 Pith papers cite this work. Polarity classification is still indexing.
3
Pith papers citing it
years
2026 3verdicts
UNVERDICTED 3representative citing papers
AI humanizer services delete references to misconduct, frame their use as a rational response to flawed detectors, and appeal to advanced technology and institutional endorsement, signaling a performative cycle in higher education assessment that requires structural reform.
Users in r/isthisAI and r/RealOrAI employ 12 evolving strategies for AI detection that shift with model capabilities and online trends.
citing papers explorer
-
Four Types of LLM Reliance and Their Predictors Among Undergraduate Writers: A Mixed-Methods Study at a Minority-Serving R1 University
Four types of LLM reliance (Strategic 34.3%, Instrumental 30.9%, Dialogic 30.4%, Dependent 4.5%) were identified among undergraduates, with AI literacy predicting type and value/cost beliefs predicting intensity.
-
Dramaturgies of Deception: AI Humanizers and the Performance of Legitimacy in Higher Education Assessment
AI humanizer services delete references to misconduct, frame their use as a rational response to flawed detectors, and appeal to advanced technology and institutional endorsement, signaling a performative cycle in higher education assessment that requires structural reform.
-
Is This AI? Longitudinal Analysis of Strategies Used for AI Detection on Two Subreddits
Users in r/isthisAI and r/RealOrAI employ 12 evolving strategies for AI detection that shift with model capabilities and online trends.