generative ai

Navigating GenAI in the workplace: skills transformation & tension

By automating the content creation process, Generative AI is reshaping creative work, but its impact on knowledge workers remains underexplored, which this study seeks to examine. Drawing on in-depth interviews with 20 knowledge workers, this study examines what is being transformed in the workplace and how these shift...

What AI Cannot Give Gifted Learners

Generative artificial intelligence (AI) has entered gifted education faster than the field has decided what it changes. This conceptual article argues that the pedagogical question is not whether AI helps. It is which cognitive work stays with the learner. Two claims follow. First, hybrid human–AI intelligence is bilat...

Supplementary Research Corpus and Qualitative Audit Matrices: Student Reflexivity and Epistemic Accountability Mediated by Generative AI

Research Data Repository and Methodological Documentation This repository contains the curated and de-identified qualitative dataset, documentary literature inventory, and methodological documentation supporting the manuscript entitled “Student Reflexivity and Epistemic Accountability in the Platform University: A Crit...

China Generative AI Filing Registry: City-Level Panel and App-Model Invocation Network, 2023-2025

China Generative AI Filing Registry: City-Level Dataset (2023-2025) Overview 1183 records from Cyberspace Administration of China (CAC) public filings: 748 foundation model filings and 435 generative AI service registrations, announced 2023-01 to 2025-12. Files File Rows Description 01_Filing_Registry.csv 1183 One row...

EdgeMusicTransformer: A Lightweight Context-Aware Transformer for Efficient Generative AI Deployment under Edge Computing Constraints

Industrial Landscapes, Photographic Description and Generative AI: Testing GPT-5.0 'Thinking' and 'Instant'

AI-Driven Digital Twin Frameworks for Predictive Maintenance and Closed-Loop Remote Control in Smart Factories: A Structured Review

The increasing connectivity of industrial machines has changed maintenance from a largely schedule-driven activity into a continuous, data-driven process. Digital Twin (DT) technology supports this transition by providing a dynamic virtual representation of a physical asset that is continually updated using operational...

Perceived AIGC saturation and AI content fatigue on short-video platforms: An appraisal-based structural equation modeling study

Artificial intelligence-generated content (AIGC) is increasingly embedded in short-video platforms, where algorithmic recommendation systems expose users to high volumes of rapidly produced synthetic media. Although prior research has examined generative AI from the perspectives of creativity, productivity, and technol...

Protecting Student Data in AI-Driven Education Privacy, Consent, Ownership, and Ethical Use

Through technologies like intelligent tutoring systems, learning analytics, adaptive learning platforms, and generative AI, artificial intelligence (AI) is transforming education by making learning more efficient, personalized, and interactive. Large volumes of student data are necessary for these technologies to compr...

Computation-Communication Co-Design for Efficient Deployment of Deep Learning and Vision-Language Models on Resource-Constrained IoT Devices

The proliferation of IoT devices and rapid advances in AI models demand low-latency inference over continuous sensory streams. In practice, deployment faces two coupled bottlenecks: limited compute and memory on edge devices, and constrained, time-varying wireless bandwidth when cloud assistance is required. Existing a...

The Road to Knowledge Hell is Paved with AI Good Intentions

Out of Hand

Out of Hand is an interactive arcade installation that combines digital interaction design, computer vision, generative AI and object-based practice to examine how people read emotion, intention and even performative consciousness into a responsive machine. The installation repositions a familiar arcade cabinet as a pe...