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Mar 9, 2026

Generative AI and the Metaverse: A Scoping Review of Ethical and ...

S. Mystakidis, “Metaverse,” Encyclopedia, vol. 2, no. 1, pp. 486–497, 2022. A. W. Graylin a...

S. Mystakidis,

“Metaverse,”

Encyclopedia, vol. 2, no.

1, pp. 486–497,

2022.

A. W. Graylin and L. Rosenberg, Our

Next Reality: How the AI-powered Metaverse Will Reshape the World.

Boston, MA, USA: Nicholas

Brealey, 2024.

C. T. Ungureanu and A. E. Amironesei,

“Legal issues concerning generative AI

technologies,” Eastern J. Eur. Stud.,

vol. 14, 2023, Art. no. 45.

I. M. Tuna, S. Rafael, V. M. Almeida, and A. O. Henriques,

“Gender stereotypes in interaction design. Render

me–augmented reality masks to inhabit the

metaverse,” in Proc. Int. Conf. Hum.-Comput.

Interaction, 2023, pp.

43–57.

A. Tabassum, E. Elmahjub, and J. Qadir,

“Pathway to prosocial AI-XR metaverses: A synergy of [...] Our Next Reality , describe the metaverse as “the 3D

version of the global internet we know, powered by AI and primarily accessed using

XR devices” (javascript:scrollToReference('ref2');). This underscores the

indispensable role of AI technologies, including Generative AI (GenAI), in realizing

the promise of the metaverse. Graphic: Development of the metaverse: Tracing the evolution from 1990’s 3D

environments to 2020’s comprehensive virtual spaces, highlighting

key advances in social media, AR/VR, gaming, and Web 3.0. [...] misinformation within immersive environments (javascript:scrollToReference('ref55');). Nevertheless, emerging digital identity systems, such as the

European Digital Identity Wallet (EUDI), present potential solutions for

mitigating misinformation and deepfakes but raise privacy concerns (javascript:scrollToReference('ref20');). The risk of LLMs leaking sensitive

information underscores the need for sanitized training datasets and enhanced

privacy techniques, such as differential privacy, anonymization and secure

storage (javascript:scrollToReference('ref43');). The metaverse must also address real-world issues

like cyberbullying, harassment, and data breaches. Vulnerable groups, such as

Muslim American women facing discrimination, highlight the need for protecting


Source Insight: This report was curated based on original coverage from computer.org.

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