META-X · Research Review
Academic Research Review
Analysis and commentary on key research in Metaverse, AI, and Web3
International Metaverse Association (IMA) · Sogang Graduate School of Virtual Convergence
📖 October 2026 Issue
Vol. 2, Issue 10
Paper of the Month
Why Designers Turn Off Generative AI: Understanding 'AI Disengagement Intention' and Anxiety

Designers often intentionally reduce or stop using generative AI, a phenomenon termed 'AI disengagement intention.' This behavior isn't a rejection of technology but a conscious effort to reclaim judgment and control. Researchers explore the underlying 'triple anxiety transmission mechanism' driving

류성훈 · Oct 15, 2026
01
Generative AI's Uneven Impact: Beyond Exposure in the Freelance Market
Many anticipate Generative AI will disrupt the labor market, but a new study in the restricted Russian freelance market reveals the complexity. It highlights that high AI exposure doesn't guarantee immediate job reduction; actual impact relies on technology adoption, integration, and client acceptan
류성훈 · Oct 14, 2026
02
What Changes When the Same Heritage Site Is Experienced Through VR, AR and a 360° Tour?
When integrating XR into heritage sites, choosing between VR, AR, and 360-degree tours is a key challenge. A study at Italy's Villa Regina compared these technologies using identical content to assess user motivation, presence, and engagement. The research highlights distinct user experiences rather
박선영 · Oct 12, 2026
03
Generative AI Anxiety Stems from Perceived Job & Resource Loss, Not Just Tech Adoption
A new study argues that anxiety about generative AI isn't driven by frequent use or rapid technological change. Instead, it originates from the perceived threat to one's job, social status, and accumulated professional resources, leading to feelings of alienation.
류성훈 · Oct 7, 2026
Recent Reviews
168 total
The AI Video Looked Real. The Surgery Was Wrong.
Zhen Chen, Qing Xu, Jinlin Wu, Biao Yang, Yuhao Zhai, Geng Guo, Jing Zhang, Yinlu Ding, Nassir Navab, Jiebo Luo
박선영 · Oct 6, 2026
Defining the 'Artwork' in NFT Art: A Review of Evolving Aesthetics
류성훈 · Oct 6, 2026
Will People Watch More or Less If They Know It Was Made by AI?
이든 · Oct 2, 2026
Human-Free Psychological Theory Discovery: Centaur, AUTOCOG, and Simulation Cognitive Science Reviewed
류성훈 · Sep 30, 2026
AI Can Stop When It Doesn’t Know
Dharshan Kumaran et al.
박선영 · Sep 29, 2026
Can AI-Generated Ads Move Us? What EEG and Eye-Tracking Revealed About Viewers’ Responses
Mariia Shitova, Agnieszka Kabalska, Ákos Varga, Ralf Wagner
박선영 · Sep 23, 2026
When a Boss Appears, LLMs Mumble: Revisiting Managerial Authority in Multi-Agent AI
류성훈 · Sep 23, 2026
The Cognitive Virus: How LLM Usage Spreads, Replicates, and Reshapes Human Cognition
류성훈 · Sep 17, 2026
Decoding LLM's 'Dopamine Neurons': Sparse Subsystems Predict Correctness
류성훈 · Sep 16, 2026
Do AI-Assisted Comments Make Online Conversations Better?
Anders Giovanni Møller, Daniel M. Romero, David Jurgens, Luca Maria Aiello
박선영 · Sep 14, 2026
AI Brainstorming: More Originality, Fewer Ideas? A New Study Unpacks the Paradox
Ika Dai, Lyn M. van Swol
박선영 · Sep 11, 2026
How NFT PFPs Replace Reality: Reading BAYC and Clone X through Baudrillard’s Simulation Theory
류성훈 · Sep 8, 2026
Load more reviews
Research Review | META-X