Source record

Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2610.21067.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

XARA combines dual LLMs with a Unity-based XR environment to enable voice-driven creation of transportation research experiments, allowing object placement, spatial manipulation, and scene persistence without requiring game engine expertise.

Concrete dual-LLM pipeline translating spoken commands into structured scene operations, useful as a reference pattern for voice-controlled agentic interfaces outside standard chat workflows.

Cited by

No citations on record.