AI推荐医生会偏向谁？算法审计揭示大模型中的声誉与人口信号偏差。
arXiv:2608.14399v1 Announce Type: cross Abstract: Patients increasingly ask large language model (LLM) assistants which doctor to see, making these sy…
打破AI公平性评测的“应试教育”，用真实行为模式替代标准化测试分数。
arXiv:2605.12530v2 Announce Type: replace-cross Abstract: LLM fairness should be evaluated through in-situ behavioral pattern rather than standardized…
AI与人类招聘官协作效率究竟如何？这项研究用数据量化了人机协同的招聘收益，为HR决策提供实证依据。
arXiv:2507.08029v2 Announce Type: replace Abstract: Hiring algorithms have mostly scored the materials recruiters already see. Large language models (…
从社会语言学视角揭露生成式AI对大语言模型在处理非标准语言上的不公，深度剖析数字语言鸿沟的成因。
arXiv:2603.28213v2 Announce Type: replace Abstract: The design of Large Language Models (LLMs) and generative artificial intelligence (GenAI) has been…
AI正在悄悄淡化酒店差评？Tripadvisor的AI摘要被曝掩盖严重投诉，订酒店前必看这份避坑报告
Article URL: https://www.theguardian.com/business/2026/jul/02/ai-summaries-tripadvisor-hotel-reviews-downplay-serious-complaints Comments URL: https:/…
司法裁决给政府用AI敲响警钟，DOGE用算法逻辑取消纪录片拨款，暴露系统性偏见风险。
Article URL: https://www.techpolicy.press/a-judicial-wakeup-call-on-government-by-ai/ Comments URL: https://news.ycombinator.com/item?id=48762224 Poin…
揭示大模型偏见如何隐秘渗透全球南方，挑战技术公平性的深层设计问题。
arXiv:2606.28333v1 Announce Type: cross Abstract: \begin{quote} The biases in Large Language Models' (LLMs) outputs remain inadequately theorised, par…
金融时报深度拆解AI伦理困境，从隐私泄露到算法偏见，直击技术背后的道德选择。
Article URL: https://www.ft.com/content/d2c90246-11d7-4169-ac35-988de7fdb2af Comments URL: https://news.ycombinator.com/item?id=48421260 Points: 2 # C…
当老板和员工都用AI润色邮件，一场沟通灾难悄然上演——LLM引导下的解读偏差正在制造职场"死亡螺旋"。
Over the last year and a half I have witnessed something that is truly alarming. I am calling it "The LLM Death Spiral". This is the case of two peopl…
突破传统结果公平，提出GESD度量过程解释稳定性，揭示算法偏见新维度
arXiv:2605.15295v1 Announce Type: cross Abstract: Machine learning (ML) algorithms are increasingly deployed in high-stakes decision-making domains su…