Multifaceted Assessment of Responsible Use and Bias in Language Models for Education by Ishrat Ahmed, Wenxing Liu, Rod D. Roscoe, Elizabeth Reilley, Danielle S. McNamara

“…This study proposes a framework for the automatic detection of biases and violations of responsible use using a synthetic question-based dataset mimicking student–chatbot interactions. …”
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An Evaluation on the Potential of Large Language Models for Use in Trauma Triage by Kelvin Le, Jiahang Chen, Deon Mai, Khang Duy Ricky Le

“…Overall, the literature highlights multifaceted applications of LLMs, especially in emergency trauma settings, albeit with clear limitations and ethical considerations, such as artificial hallucinations, biased outputs and data privacy issues. There remains room for more rigorous research into refining the consistency and capabilities of LLMs, ensuring their effective integration in real-world trauma triaging to improve patient outcomes and resource utilisation.…”
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Legal Challenges of Marine Insurance Laws in the Use of Unmanned Ships by Mahsa Bahadoran- Baghbaderani, Masoud Shirani, Reza Soltani

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Detection of Malicious Office Open Documents (OOXML) Using Large Language Models: A Static Analysis Approach by Jonas Heß , Kalman Graffi

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AI-based treatment of psychological conditions: the potential use, benefits and drawbacks by Michael Baber, Barbara Baker

“…This suggests that translating small-scale, short-term trials into effective large-scale, longer-term real-world applications may be a particular challenge. While the use of AI in mental healthcare appears to have potential, its use also raises important ethical and privacy concerns, potential risk of bias, and the risk of unintended consequences such as over-diagnosis or unnecessary treatment of normal emotional experiences. …”
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Assessing the Guidelines on the Use of Generative Artificial Intelligence Tools in Universities: A Survey of the World’s Top 50 Universities by Midrar Ullah, Salman Bin Naeem, Maged N. Kamel Boulos

“…These instructions encompassed securing instructor consent before utilization, identifying appropriate and inappropriate instances for deployment, employing suitable strategies in classroom settings and assessment, appropriately integrating results, acknowledging and crediting GenAI tools, and adhering to data privacy and security measures. However, our study found that only a small number of the retrieved guidelines offered instructions on the AI algorithm (understanding how it works), the documentation of prompts and outputs, AI detection tools, and mechanisms for reporting misconduct. …”
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Artificial Intelligence in Healthcare Applications Challenges and Opportunities for Improved Patient Outcomes by Rashid Zahraa M., Balaram Allam, Lavanya Chinthamalla, Mary P Shyamala Anto, Tiwari Mohit, P K Chidambaram

“…Cohorts combined with longitudinal case studies advance the study; ethical perspectives, data quality improvement, and bias mitigation emphasises justification for the validity and generalizability of the AI technologies used, which improves the quality of the study. …”
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Should we communicate with the dead to assuage our grief? An Ubuntu perspective on using griefbots by Connor Wright

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The Use of AI in Elementary School Learning: A Systematic Literature Review by Natalina Purba, Desti Pujiati, Partohap Saut Raja Sihombing, Hendra Simanjuntak, Desi Sijabat

“…However, the study also highlights challenges such as inadequate infrastructure, teacher competence, and ethical concerns regarding data privacy and algorithmic bias. Addressing these challenges requires investment in infrastructure, ongoing teacher training, and clear ethical guidelines to ensure equitable access to AI-driven learning. …”
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Perceived risk and intention to use digital financial services of Vietnamese youth by Nguyễn Thị Thương, Khúc Thế Anh, Nguyễn Mạnh Cường, Phan Anh Tuấn, Bùi Thị Thanh Huyền, Võ Mỹ Linh

“…SPSS26 and AMOS24 software were used for data processing. The results show that “Security risk” does not affect the “Perceived Risk” of the youth. …”
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Opportunities and Challenges: The Use of ChatGPT in Enabling Library Knowledge Services by Huaming LI

“…At the same time, the application focuses on the risks and challenges posed by technical limitations, intellectual property rights, user privacy, harmful information, data sources, academic integrity and other aspects. …”
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Barriers to contraceptive access and use among youths (15–24 Years) living in informal urban settlements of Kigali, Rwanda: a qualitative study by Emmanuel Okiror Okello, Alexandre Edgard Murinzi, Colyse Nduwimana, Rashidah Nambaziira

“…Abstract Background Contraceptive use among youths below 19 years in Rwanda is still very low, as low as 3.7%, yet their level of sexual activity is high. …”
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Adapting security and decentralized knowledge enhancement in federated learning using blockchain technology: literature review by Menna Mamdouh Orabi, Osama Emam, Hanan Fahmy

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Applications of blockchain technology in long-term care: use cases, potentials, and barriers by Beate Steurer, Birgit Trukeschitz, Ulrike Schneider

“…Abstract Background Digitalization in long-term care (LTC) is being discussed as a means of easing pressures on care service delivery, optimizing care coordination and planning processes, and improving service quality. With its advanced data protection and process automation features, blockchain technology could help solve data security and privacy issues, especially for the implementation of assistive technologies. …”
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The ethics of using artificial intelligence in medical research by Shinae Yu, Sang-Shin Lee, Hyunyong Hwang

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Teachers’ digital literacy competencies according to their age status and their level of use in classes by Gökbulut Burak, Yeniasır Mustafa, Gökbulut Özlem Dağlı

“…While the quantitative data collected was statistically analyzed and interpreted, the qualitative data was analyzed using the descriptive analysis technique. …”
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The Use of ChatGPT in English Language Learning: A Systematic Literature Review by Nur Hidayati, Erna Andriyanti, Novasa Adiyani

“…Following PRISMA guidelines, this review analyzes data from Scopus, ERIC, and Google Scholar using thematic analysis to identify key themes. …”
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Ethical and legal considerations in healthcare AI: innovation and policy for safe and fair use by Tuan Pham

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The use of micromobility riding simulators in road safety research: a systematic review by Charitha Dias, Qinaat Hussain, Muhammad Abdullah

“…Collecting real-world and field data involves numerous challenges due to ethical, privacy, and safety concerns. …”
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Legal Perspective on the Use of Artificial Intelligence in Corporate Governance in Nigeria: Potentials and Challenges by Richard Moses Peace

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