generative ai

Recommendation in the era of GenAI: from an attention economy to a trust economy

The article examines the shift in the digital cultural ecosystem triggered by the widespread adoption of Generative AI. Historically, the platformization of cultural industries established an attention economy, where recommendation algorithms were essential for guiding users through overwhelming content catalogs. Howev...

Generative AI And Large Language Models in Intelligent Systems

The Post-ChatGPT Surge: Does AI-Health-Education Research Growth Reflect Evidence or Enthusiasm

Thematic analysis revealed that in 2024, ChatGPT and other large language models started to dominate over machine learning, which previously accounted for the majority of publications, which suggest a possible gap between the quantitative expansion of the literature and the consolidation of the field.

Accuracy and Short-Term Consistency of Generative AI Chatbots in Guideline-Based Endodontic Decision Support: A Multi-Model Benchmarking Study

These findings support guideline-based evaluation and clinician verification when generative AI chatbots are used to provide endodontic information relevant to decision support or dental education.

A Capability Maturity Model for Trustworthy Generative AI in the Public Sector

Generative debunking of climate misinformation

Misinformation is a persistent roadblock to progress on climate change, and the ubiquitous, rapid spread of misinformation means that manual solutions are inadequate to meet the scale of the problem. While many studies have developed methods for automated detection of misinformation, the generation of effective debunki...

When AI Writes the Text: AI-Assistance Depth and Recorded Disclosure in University Application Essays

Generative artificial intelligence has made assistance with university application essays easier to obtain, but disclosure rules often treat all use as a single category. This study examined whether the absence of AI disclosure varied with the functional depth of assistance. Of 684 applicants recruited through 10 couns...

Artificial intelligence in otolaryngology: current applications, limitations, and future perspectives.

Current evidence suggests that AI may serve as a valuable adjunctive tool in otolaryngology practice; however, further prospective multicenter studies, standardized validation frameworks, and ethical oversight remain necessary before widespread adoption can be achieved.

When Law Meets Generative AI: Preserving Judicial Integrity through Human Verification

Artificial intelligence has moved from being a peripheral technological tool to an increasingly consequential component of professional decision-making. The legal system presents a particularly sensitive setting because judicial reasoning depends upon the accurate identification, interpretation and application of autho...

The unsupervised deployment gap in generative AI for mental health

Evidence about artificial intelligence in mental health and the deployment of artificial intelligence in mental health concern two different objects, and the first is routinely cited to justify the second. The evidence base is forty randomized trials pooling to g = 0.31 for depressive symptoms and g = 0.28 for anxiety,...

Generative AI Driving the Paradigm Shift in Smart Education: Technology Layering, Application Scenarios, and Collaborative Governance

The explosive development of generative artificial intelligence is profoundly reshaping the technological pathways and application forms of smart education. Employing a narrative review methodology, this paper systematically examines the technological evolution and application trajectory of AI-empowered smart education...

EXPLORING THE USE OF GENERATIVE AI TOOLS IN INDUSTRIAL ENGINEERING AND MANAGEMENT PROFESSIONALS: AN APPLIED UTAUT2-INFORMED STUDY

This study analyses the factors that explain the acceptance and use of generative Artificial Intelligence (GenAI) tools by Industrial Engineering and Management professionals, based on the UTAUT2 model. An online questionnaire was administered, yielding 140 valid responses, analyzed through descriptive statistics and P...