generative ai

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...

Determinants of the Adoption of Generative Artificial Intelligence in Academic Research: A Structural Equation Model from Colombian Universities

This study examined the determinants of both the intention to use and the self-reported use of generative artificial intelligence (GAI) in academic research by means of a partial least squares structural equation model (PLS-SEM), collecting data from 167 research-active faculty members at three higher education institu...

Expert Evaluation of AI-Generated Cultural Heritage Imagery: A Dataset of 84 Images from Seven Generative AI Systems Across Twelve Heritage Elements

This dataset contains expert evaluation scores for 84 AI-generated images of twelve cultural heritage elements (spanning Ancient Egyptian, Greek, Roman, Islamic, Romanesque, Gothic, Renaissance, Plateresque, and Modernist traditions), each produced by seven widely used generative AI systems (Canva, Perplexity, Adobe Fi...

Replication Package for Reversed Polarisation? Skill-Level Employment Dynamics Before and After Generative AI

Generative and Agentic AI in Teacher Professional Development(2006 - 2026): A Bibliometric Analysis of Thematic Evolution and Future Research Directions

Scopus and Web of Scences database (Generative and Agentic AI in Teacher Professional Development (2006–2026): A Bibliometric Analysis of Thematic Evolution and Future Research Directions)

Generative Futures: The Theory of Shuohua From Possibility Space, Causal Seeds, Reflexive Agency, and Human-AI Co-Creation to Revisable Civilizational Futures

Description Generative Futures: The Theory of Shuohua develops a research framework for understanding the future not as a fixed destination to be predicted, but as a dynamic space of possibilities continuously shaped by causal seeds, constraints, agency, feedback, branching, learning, and correction. The central idea o...

GLOBAL STRATEGIES FOR THE IMPLEMENTATION OF ARTIFICIAL INTELLIGENCE IN EDUCATIONAL SYSTEMS

The integration of artificial intelligence (AI) into education has moved from an emerging technological trend to a strategic priority for education systems worldwide. The rapid expansion of generative artificial intelligence (GenAI) has created new opportunities for personalized learning, instructional design, assessme...

Intelligence Was Always An Inference

This essay argues that generative AI severs a longstanding inference between the artefacts of intelligence and the presence of an intelligent mind. It distinguishes demonstrated capability from judgement, introduces the concepts of scope judgement, operative blindness and collective operative blindness, and examines ho...

Edge A.I. display

It correctly identifies the core problem: as GPU-side AI upscaling becomes more generative and powerful (DLSS 5.0’s 3D-Guided Neural Rendering being the current example), it also becomes more exclusive. DLSS 5.0 launched around September 3, 2026, with NBA 2K27 as the first title, exclusive to RTX 50-series at launch (p...

Generative AI as a Third Agent: Rethinking Academic Work and Principal-Agent Dynamics in Higher Education

The rapid diffusion of generative AI in higher education is transforming academic work in ways that extend beyond technical efficiency or pedagogical innovation, reaching the foundations of institutional authority, human agency, and educational purpose. This paper develops a nested principal–agent model in which genera...

White-Hole Civilization Extreme Extrapolation of Twenty Civilizational Generative Equations

White-Hole Civilization: Extreme Extrapolation of Twenty Civilizational Generative Equations presents a large-scale interdisciplinary framework for exploring how civilizations might transform energy, materials, knowledge, automation, institutions, relationships, and inherited capabilities into increasingly accessible f...

Applying the Logical Three-Dimensional Formalism to AI Hallucination: Validation, the Domain Clause, and an Interpretable Detector

AI hallucination — generating content inconsistent with the context or with facts — is usually treated as an engineering problem. This paper studies it as both a test object and an application object of a logical theory. The three-dimensional formalism decomposes any "structure → symbol" generative system into three or...