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P2 "Game Changer" or "Overenthusiastic Drunk Acquaintance"? Generative AI Use by Blind and Low Vision Software Professionals in the Workplace

“游戏规则改变者”还是“过度热情的酒鬼熟人”?盲人与低视力软件专业人员在职场中使用生成式 AI
ICSE Proceedings of the 2026 IEEE/ACM 48th International Conference on Software Engineering2026匹配度 1/10 · 该论文是面向盲/低视力软件专业人员的定性HCI研究,关注生成式AI在工作场所中的可访问性与风险,不涉及静态分析、形式化验证、浮点程序分析、贝叶斯程序分析或Agentic程序分析等核心方向。虽然与软件开发和GenAI相关,但研究目标并非程序语言/程序分析,因此与用户研究画像基本不匹配。引用 2 inbox
Yoonha Cha, Victoria Jackson, Lauren Shu, Stacy Branham, André van der Hoek
crossref: 2026-09-12dblp: 2026-09-12arxiv: 2026-09-12

AI 速览

一句话:通过对39名盲/低视力软件专业人员的访谈,揭示生成式AI在工作中的收益与更高风险。

本文关注盲人与低视力软件专业人员(BLVSPs)在软件开发工作场所使用生成式 AI 的经历。此前研究多探讨生成式 AI 对软件开发的影响,但未听取该群体的独特视角。作者对 39 名 BLVSPs 进行半结构化访谈的质性研究,考察生成式 AI 对他们工作的意义。结果显示,参与者将生成式 AI 用于多种开发任务,获得生产力与可访问性提升;但他们也比视力正常的同事更易受幻觉影响,且组织政策有时禁止使用。基于发现,作者讨论 BLVSPs 在决定是否及何时使用生成式 AI 工具时,需要谨慎权衡的更高风险与更高回报。

问题
生成式AI在软件开发中日益普及,但盲人与低视力软件专业人员的视角和经历尚未被研究,他们面临技术与协作可访问性挑战。
方法
对39名BLVSPs进行半结构化访谈的质性研究,分析其使用生成式AI的任务、收益、成本及组织因素。
评估
通过访谈资料的质性分析归纳主题,报告使用生成式AI带来的生产力与可访问性收益、幻觉风险及组织政策限制。
原文摘要(Abstract)

The software development workplace poses numerous technical and collaborative accessibility challenges for blind and low vision software professionals (BLVSPs). Though Generative AI (GenAI) is increasingly adopted within the software development industry and has been a rapidly growing topic of interest in research, to date, the unique perspectives of BLVSPs have yet to be consulted. We report on a qualitative study involving 39 semi-structured interviews with BLVSPs about what the introduction of GenAI has meant for their work. We found that BLVSPs used GenAI for many software development tasks, resulting in benefits such as increased productivity and accessibility. However, significant costs were also accompanied by GenAI use as they were more vulnerable to hallucinations than their sighted colleagues. Sometimes, organizational policies prevented use. Based on our findings, we discuss the higher-risks and higher-returns that BLVSPs had to carefully weigh when deciding whether and when to use GenAI tools for work.

链接与引用

DOI 原文 · arXiv · DBLP

BibTeX
@inproceedings{abs-2512-24462,
  title = {"Game Changer" or "Overenthusiastic Drunk Acquaintance"? Generative AI Use by Blind and Low Vision Software Professionals in the Workplace},
  author = {Yoonha Cha and Victoria Jackson and Lauren Shu and Stacy Branham and André van der Hoek},
  booktitle = {ICSE},
  year = {2026},
  doi = {10.1145/3744916.3773172}
}