Tipo: artículo

Metodología: estudio empírico

Temas: inteligencia artificial

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This study investigates the efficacy of six major Generative AI (GenAI) text detectors when confronted with machine-generated content that has been modified using techniques designed to evade detection by these tools (n=805). The results demonstrate that the detectors' already low accuracy rates (39.5%) show major reductions in accuracy (17.4%) when faced with manipulated content, with some techniques proving more effective than others in evading detection. The accuracy limitations and the potential for false accusations demonstrate that these tools cannot currently be recommended for determining whether violations of academic integrity have occurred, underscoring the challenges educators face in maintaining inclusive and...

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Tipo: guía

Temas: inteligencia artificial

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Declaración con la que las universidades británicas del Russell Group fijaron en 2023 su posición común sobre la IA generativa en la enseñanza. Parte de que estas herramientas pueden mejorar la docencia y la experiencia de aprendizaje, siempre dentro de un marco ético, y enuncia cinco principios:

• Las universidades ayudarán a estudiantes y personal a adquirir una alfabetización en IA.
• El profesorado debe estar preparado para ayudar al alumnado a usar la IA generativa de forma eficaz y adecuada.
• Las universidades adaptarán la docencia y la evaluación para incorporar un uso ético de la IA generativa y garantizar la igualdad de acceso.
• Las universidades velarán por el rigor y la integridad académica.
• Las...

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Tipo: artículo

Metodología: trabajo teórico

Temas: inteligencia artificial

Resumen:

This paper explores the relationship between mind and machine at the intersection of Generative Artificial Intelligence (GenAI) and research writing in Higher Education. Through provocative stylistic resistance, the focus here shifts from what GenAI can or cannot produce to the paradoxical human behaviours in response, for instance, the mechanical predictability of narrative arcs prevalent in contemporary GenAI-related scholarship, whether human-produced or not. Whilst recognising the seductive allure of convenience for academics in toxic publish-or-perish cultures, this work accentuates concerning practices of self-censorship particularly among multicultural researchers to avoid GenAI usage accusations. Overzealous AI detection witch hunts are scrutinised as convenient gatekeeping proxies masking deeper concerns of intellectual...

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Tipo: artículo

Metodología: estudio empírico

Temas: inteligencia artificial

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The rapid adoption of generative artificial intelligence (GenAI) technologies in higher education has raised concerns about academic integrity, assessment practices and student learning. Banning or blocking GenAI tools has proven ineffective, and punitive approaches ignore the potential benefits of these technologies. As a result, assessment reform has become a pressing topic in the GenAI era. This paper presents the findings of a pilot study conducted at British University Vietnam exploring the implementation of the Artificial Intelligence Assessment Scale (AIAS), a flexible framework for incorporating GenAI into educational assessments. The AIAS consists of five levels, ranging from “no AI” to “...

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Tipo: artículo

Metodología: estudio empírico

Temas: inteligencia artificial

Resumen:

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Recent advances in generative pre-trained transformer large language models have emphasised the potential risks of unfair use of artificial intelligence (AI) generated content in an academic environment and intensified efforts in searching for solutions to detect such content. The paper examines the general functionality of detection tools for AI-generated text and evaluates them based on accuracy and error type analysis. Specifically, the study seeks to answer research questions about whether existing detection tools can reliably differentiate between human-written text and ChatGPT-generated text, and whether machine translation and content obfuscation techniques affect the...

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