Synapse
⌘+K
Synapse
PulseExploreJournal ClubResearchersJournals
Instagram
HomeJournal ClubExplore
June 12, 2026IEEE Computer Graphics and Applications

LlymX: Multimodal LLM-Augmented XR for Context-Aware Information Access

View Full Paper
Ask AI
Bookmark
Share

Authors

LCLuca CordioliMVMatteo ValorianiMMMaristella Matera

Discussion

Loading...

Member takes

Overview

Randomized trial compares LLM-driven XR to menu-based interfaces, indicating better usability.

Key Points

  • The study aims to evaluate the usability of LlymX, a prototype combining XR and LLMs for information access in industrial settings.
  • Developed a prototype integrating Unity-based 3D environment with LLM-driven backend.
  • Conducted user study comparing LlymX with menu-based and infographic-based XR interfaces.
  • Evaluated usability via System Usability Scale (SUS) and measured task completion time and cognitive workload.
  • LlymX achieved significantly better usability scores (SUS) than static infographics (p < 0.05).
  • Usability of LlymX compared favorably to traditional menu-based interfaces (no significant difference).
  • Task completion time and cognitive workload showed no statistically significant differences across all modalities.

Cite This Study

Cordioli et al. (2026) studied this question.

synapsesocial.com/papers/6a2ba18c8101cf8926f00f2ehttps://doi.org/10.1109/mcg.2026.3701906
View Full Paper
Ask AI
Bookmark
Share