AI觉醒星球
Awakening is here
Knowledge File / AI技能杠杆
2026-05-09 0 浏览 会员

趋势解读:Pseudoscientific emotion AI is invading the workplace,an,解读最新 AI 进展

雇主越来越多地使用“情绪AI”软件监控员工感受,但这些工具科学基础薄弱、存在种族偏见,且可能导致不公正惩罚。欧盟已禁止工作场所使用情感AI,但全球市场预计到2030年将增长三倍,引发对侵入式监控的担忧。

SOURCE / AI技能杠杆 MIN / 4 ACCESS / 会员 POST / 2026-05-09 15:20:09

原贴

查看原文
作者:Maximilian Schreiner 来源站点:the-decoder.com 原贴时间:

原文

Employers are increasingly using "emotion AI" software to monitor and analyze workers' feelings during meetings, customer calls, and job interviews, a report in The Atlantic shows. Experts say these tools rely on flawed science, can exhibit racial bias, and unfairly penalize employees. The EU has banned emotion AI in the workplace, but the global market is projected to triple by 2030, raising serious concerns about invasive worker surveillance. A feature in The Atlantic by Ellen Cushing explores how software that claims to read emotions using AI is quietly becoming a fixture of everyday work life. Cushing tried out the service MorphCast on herself: the program analyzed her facial expressions during a meeting with her boss and determined she was generally "amused," "determined," and "interested" - though occasionally "impatient." The self-experiment serves as a jumping-off point for a broader look at a fast-growing industry operating under labels like "emotion AI" and "affective computing." These products analyze everything from job interview video to call center audio to chat transcripts. MetLife monitors its call center agents' pitch and tone of voice, Burger King is piloting a headset chatbot called "Patty" that evaluates employee interactions for friendliness, and furniture maker Framery has tested office chairs equipped with biosensors that can measure heart rate, breathing rate, and nervousness. Slack integrations like Aware and Microsoft's Azure offer sentiment analysis of internal communications, while providers like Imentiv market emotional analysis tools for the hiring process. Ad In her report , Cushing also questions the scientific foundation of these tools. Many products draw on Paul Ekman's theory of six basic emotions, which has been "widely challenged as oversimplistic and methodologically flawed" for decades. The neuroscientist Lisa Feldman Barrett is quoted as saying that movements "whether it's on your face or in your body or the tones that you emit, don't have inherent emotional meaning. They have relational meaning." In the U.S., she notes, people scowl when angry only about 35 percent of the time. A study by Lauren Rhue, the article reports, found that emotion-recognition AI judged Black NBA players to be angrier than their white teammates, "even, in some cases, if they were smiling." Ad DEC_D_Incontent-1 The questionable science and unchecked surveillance are already causing real harm. According to a 2022 NYT investigation , social workers at UnitedHealth were downgraded for keyboard inactivity while they were talking to patients. The ACLU has alleged that the screening platform HireVue and its client Intuit denied a deaf accessibility-team employee a promotion, with the rejection email advising her to "practice active listening." Both HireVue and Intuit have disputed the claims. The EU has already banned this kind of emotion AI in the workplace under the AI Act , with exceptions only for medical and safety purposes. MorphCast responded by moving its headquarters from Florence to the Bay Area. The global market is expected to triple to nine billion dollars by 2030, according to an estimate cited in The Atlantic. Ad Cushing closes with a dystopian twist: more troubling than flawed systems would be a future where the software actually works - and workers would have, on top of their actual job, "the work of making the emotion robot think that I'm sufficiently cheerful." Subscribe to THE DECODER for ad-free reading, a weekly AI newsletter, our exclusive "AI Radar" frontier report six times a year, full archive access, and access to our comment section.

中文翻译

《大西洋月刊》的一篇报道显示,雇主越来越多地使用“情绪AI”软件来监控和分析员工在会议、客户电话和求职面试中的感受。专家表示,这些工具依赖有缺陷的科学,可能表现出种族偏见,并不公平地惩罚员工。欧盟已在工作场所禁止情感AI,但全球市场预计到2030年将增长两倍,引发了对侵入性工人监控的严重担忧。《大西洋月刊》的艾伦·库辛在一篇特写中探讨了声称通过AI读取情绪的软件如何悄然成为日常工作的固定组成部分。库辛亲自尝试了MorphCast服务:该程序在她在与老板的会议期间分析她的面部表情,并判定她通常“ amused”、“determined”和“interested”,尽管偶尔会“impatient”。这次自我实验成为了更广泛审视一个快速增长行业的跳板,该行业以“情绪AI”和“情感计算”为标签运营。这些产品分析从面试视频到呼叫中心音频再到聊天记录的一切内容。MetLife监控其呼叫中心代理的音调和语气,Burger King正在试点一款名为“Patty”的耳机聊天机器人,用于评估员工互动的友好度,家具制造商Framery测试了配备生物传感器的办公椅,可测量心率、呼吸频率和紧张程度。Slack集成如Aware和微软Azure提供内部通信的情绪分析,而像Imentiv这样的供应商则提供招聘流程中的情绪分析工具。广告 在她的报告中,库辛还质疑了这些工具的科学基础。许多产品借鉴了保罗·艾克曼的六种基本情绪理论,该理论几十年来“被广泛批评为过于简单化和方法论有缺陷”。神经科学家丽莎·费尔德曼·巴雷特指出,“面部或身体的动作,以及发出的声音,本身并不具有固有的情感含义。它们具有关系含义。”在美国,她指出,人们在生气时皱眉的几率只有大约35%。文章报道,劳伦·鲁的一项研究发现,情绪识别AI判断黑人NBA球员比他们的白人队友更愤怒,“甚至在某些情况下,即使他们在微笑。”广告 DEC_D_Incontent-1 存疑的科学和不受限制的监控已经造成了实际伤害。根据2022年《纽约时报》的一项调查,UnitedHealth的社会工作者在与患者交谈时因键盘不活动而被降级。ACLU指控筛选平台HireVue及其客户Intuit拒绝了一名聋哑无障碍团队成员晋升,拒绝邮件建议她“练习主动倾听”。HireVue和Intuit均否认了这些说法。欧盟已根据《AI法案》禁止在工作场所使用此类情感AI,仅医疗和安全目的例外。MorphCast的回应是将总部从佛罗伦萨迁至湾区。根据《大西洋月刊》引用的一项估计,全球市场预计到2030年将增长两倍至90亿美元。广告 库辛以反乌托邦式的转折结尾:比有缺陷的系统更令人不安的是软件真正起作用的未来——工人在实际工作之外,还得承担“让情绪机器人认为我足够愉快的工作”。订阅THE DECODER可获得免广告阅读、每周AI新闻简报、每年六次的独家“AI雷达”前沿报告、完整档案访问权限以及评论专区访问权限。

核心信息

雇主越来越多地使用“情绪AI”软件监控员工感受,但这些工具科学基础薄弱、存在种族偏见,且可能导致不公正惩罚。欧盟已禁止工作场所使用情感AI,但全球市场预计到2030年将增长三倍,引发对侵入式监控的担忧。

  • 雇主用情绪AI监控员工,科学基础薄弱
  • 欧盟已禁止工作场所情感AI,市场仍增长
  • 情感AI存在种族偏见,误判率极高
  • 真正起作用的情感AI可能更压抑
试看内容

成为会员查看完整内容

你已经看到了这篇内容的前置整理,剩余深度部分仅对会员开放。

详细解读 信息差价值 参考来源
成为会员查看完整内容
上一篇 GPT-Realtime-2实现浏览器实时AI翻译与交互 下一篇 OpenRouter SDK新增人工审核工具