Student Perception of AI Detection Tools: Trust, Fear, and False Accusations in Pakistani Universities

Abstract

The rapid expansion of generative artificial intelligence (AI) tools such as ChatGPT, Gemini, and Claude has transformed higher education worldwide, including in Pakistan. Universities increasingly rely on AI detection software like Turnitin AI Detector, GPTZero, ZeroGPT, and Copyleaks to preserve academic integrity. However, concerns regarding the reliability, fairness, and ethical implications of these systems continue to grow. This article critically examines student perceptions of AI detection tools in Pakistani universities, focusing on three interconnected themes: trust, fear, and false accusations. Drawing upon global empirical research, emerging debates in higher education, and the sociocultural realities of Pakistani academia, the study argues that excessive dependence on AI detection systems creates psychological anxiety, weakens institutional trust, and disproportionately affects students with formal academic writing styles or English as a second language (ESL) backgrounds. The paper further explores how false positives undermine academic confidence and institutional legitimacy. The article concludes that universities in Pakistan should shift from punitive surveillance models toward transparent, ethical, and AI-inclusive educational policies that emphasize academic literacy, process-based assessment, and human judgment rather than algorithmic certainty.