AI & ML
HoldLight: Making Indoor Climbing More Accessible for Blind and Low-Vision Climbers through Layered Route Preview and Real-Time Next-Hold Guidance
arXiv cs.HC0 views
arXiv:2610.13445v1 Announce Type: new Abstract: Indoor climbing creates access barriers for blind and low-vision (BLV) climbers because route understanding and in-climb next-hold localization are typically visually mediated and socially dependent. We present HoldLight, a workflow-centered accessibility system combining layered pre-climb route preview, concise real-time next-hold cueing, and explicit fallback under uncertainty. We grounded the design through formative inquiry with BLV climbers, refined the interaction via pilot testing, and conducted a controlled within-subjects evaluation comparing HoldLight with a controlled on-demand human-support condition derived from current support practices. Findings provide initial evidence that structured support can improve pre-climb route understanding, support recovery from next-hold uncertainty, and reduce immediate human re-entry for routine route-information clarification under controlled conditions. HoldLight contributes a bounded accessibility workflow, demonstrating where structured route-information is helpful, where explicit fallback is necessary, and how technical assistance can integrate with retained human safety oversight.
Source:https://arxiv.org/abs/2610.13445PreviousolBlend: Language-Guided Molecular Blend Retrieval with Mixture Odor PredictionNextNimbus Studio reproduces reference BCI decoding pipelines: a validation study on public benchmarks across protocols and paradigms
Related posts

Apple 'HomeView Ultra' With 9-Inch 360º Screen Detailed in New Report
0MacRumors

Apple Isn't Done With 2026: Here's What's Still Coming
0MacRumors

Mark Gurman: Apple Initially Aimed to Release iPhone Duo in November
0MacRumors

iOS 27.2.1 Coming Soon, iOS 27.3 Beta Likely Available Tomorrow
0MacRumors
Grokipedia offers lessons in how AI can help Wikipedia
0Hacker News New
Are Prediction Markets Missing the Voters Who Could Decide the 2026 Midterms?
0Hacker News New