Source record

Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2608.09944.

Pipeline notes

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

Research paper introducing NeXUI, a benchmark for assistive UI agents that must navigate web interfaces and explain each step in clear language for blind and visually impaired users, evaluating safety, efficiency, task success, and explanation grounding. Results show state-of-the-art models like Gemini-3.5-Flash reach only 44% success.

Adds a benchmark that judges agents on explanation and user oversight rather than task completion alone, surfacing concrete gaps in current foundation models for assistive contexts.

Cited by

No citations on record.