paper-with-me

Papers

Beyond Detection: Redesigning Assessment and Governande of Generative AI at the Universidad Politécnica de Madrid (UPM)

2026-06-04 · Jessica Díaz, Sonia Linio, Fernando Pescador, Daniel Martin-Fabiani arxiv

Universities have responded to generative artificial intelligence (GenAI) in noticeably different ways, both internationally and within Spain. So far, the dominant reaction has been defensive, this is, most institutions frame the debate around AI detection, plagiarism, academic integrity and a presumed drop in student effort, prioritizing basic training for academic staff over students. Other group of pioneering universities is doing the opposite, pursuing deeper adoption, and assuming that any policy built on prevention or sanction will not hold. This paper sides with that second view. Obsessing about detection is a dead end, since generated text is increasingly hard to distinguish from human writing, and detectors still misfire too often to be trusted. What universities need instead is a coordinated effort to set clear, course-by-course rules for GenAI use, redesign assessment toward authentic and interdisciplinary assessment that fosters critical thinking and learner autonomy, and build a serious AI-literacy programme that treats students as critical co-creators rather than passive users. The challenge, though, is not only pedagogical. Adoption at university scale also raises organisational, technical, operational, legal and economic questions that have to be solved together. In this context, the Universidad Politécnica de Madrid (UPM) is developing a strategic and sustainable AI policy and adoption framework structured around six dimensions, in which AI functions as an enabler of student autonomy and pedagogical innovation rather than as a threat to be policed.

📄 PDF Abstract BibTeX arXiv:2607.01255

Code (0)

등록된 구현이 없습니다.

Similar Papers 제목 키워드 기반

Evaluating undergraduate mathematics examinations in the era of generative AI: a curriculum-level case study

2025-09-15 · Benjamin J. Walker, Nikoleta Kalaydzhieva, Beatriz Navarro Lameda, Ruth A. Reynolds arxiv

Generative artificial intelligence (GenAI) tools such as OpenAI's ChatGPT are transforming the educational landscape, prompting reconsideration of traditional assessment practices. In parallel, universities are exploring…

DVAR: Adversarial Multi-Agent Debate for Video Authenticity Detection

2026-04-18 · Hongyuan Qi, Feifei Shao, Ming Li, Hehe Fan 외 arxiv

The rapid evolution of video generation technologies poses a significant challenge to media forensics, as conventional detection methods often fail to generalize beyond their training distributions. To address this, we p…

Video Generation

Beyond Binary: Multiclass Paraphasia Detection with Generative Pretrained Transformers and End-to-End Models

2024-07-16 · Matthew Perez, Aneesha Sampath, Minxue Niu, Emily Mower Provost

Aphasia is a language disorder that can lead to speech errors known as paraphasias, which involve the misuse, substitution, or invention of words. Automatic paraphasia detection can help those with Aphasia by facilitatin…

Automatic Speech RecognitionAutomatic Speech Recognition (ASR)speech-recognitionSpeech Recognition

An influence-based fast preceding questionnaire model for elderly assessments

2017-11-22 · Tong Mo, Rong Zhang, Weiping Li, Jingbo Zhang 외

To improve the efficiency of elderly assessments, an influence-based fast preceding questionnaire model (FPQM) is proposed. Compared with traditional assessments, the FPQM optimizes questionnaires by reordering their att…

Novel View Extrapolation with Video Diffusion Priors

2024-11-21 · Kunhao Liu, Ling Shao, Shijian Lu

The field of novel view synthesis has made significant strides thanks to the development of radiance field methods. However, most radiance field techniques are far better at novel view interpolation than novel view extra…

DenoisingNovel View Synthesis