硅谷大厂HR标配的AI招聘系统，搞得天怒人怨。 微软、拜耳、PayPal都在用的AI招聘Eightfold AI，被两名求职者告上了法庭。 这家主打"用AI帮企业更高效选人"的公司，被指控其算法在实际招聘过程中造成了歧视。 除了经济赔偿外，这俩打工人还喊话法院，必须管管黑箱算法，提高招聘筛选过程的透明度。 这事儿在持续发酵的同时，另一个离谱的研究也冒了出来—— AI居然能根据一张人脸照片，预测你的职业走向…… 何意味？赛博相面？ AI怎么就成了"面相大师" 虽然听上去像AI算命2.0，但这项研究竟然是由多所美国顶级高校的研究者完成的。 从学术角度来看，它用的数据规模和研究方法还挺扎实。 研究团队收集了近10万名MBA毕业生的数据，涵盖美国排名前110的商学院； 这些数据包括教育背景和完整的职业轨迹，还有领英人脸头像以及院校相册里的照片。 研究的核心做法是先用1.2万多人的自拍+性格问卷训练AI，让它能把人脸转换成数字信号，并据此预测个体的五大人格特质。 五大人格是心理学界公认的性格测评标准，包括外向性、尽责性、开放性、宜人性（好相处）和神经质。 随后，他们将这些由AI预测出的人格特征，与现实世界中的结果进行对 ...

闻乐 发自 凹非寺 量子位 | 公众号 QbitAI 硅谷大厂HR标配的AI招聘系统，搞得天怒人怨。 微软、拜耳、PayPal都在用的AI招聘 Eightfold AI ，被两名求职者告上了法庭。 这家主打"用AI帮企业更高效选人"的公司，被指控其算法在实际招聘过程中造成了歧视。 除了经济赔偿外，这俩打工人还喊话法院，必须管管黑箱算法， 提高招聘筛选过程的透明度 。 这事儿在持续发酵的同时，另一个离谱的研究也冒了出来—— AI居然能根据一张人脸照片，预测你的职业走向…… 何意味？赛博相面？ AI怎么就成了"面相大师" 虽然听上去像AI算命2.0，但这项研究竟然是由多所美国顶级高校的研究者完成的。 从学术角度来看，它用的数据规模和研究方法还挺扎实。 研究团队收集了近10万名MBA毕业生的数据，涵盖美国排名前110的商学院； 这些数据包括教育背景和完整的职业轨迹，还有领英人脸头像以及院校相册里的照片。 研究的核心做法是先用1.2万多人的自拍+性格问卷训练AI，让它能把人脸转换成数字信号，并据此预测个体的五大人格特质。 五大人格是心理学界公认的性格测评标准，包括外向性、尽责性、开放性、宜人性（好相处）和神经质。 随 ...

Group 1 - Amazon's AI recruitment tool exhibited gender bias, favoring male candidates due to historical data skewed towards male applicants [1] - The tool was developed to streamline the hiring process but was ultimately disbanded after revealing its discriminatory tendencies [1] - The incident highlights the potential risks of AI in recruitment, emphasizing the need for careful oversight and modification of algorithms to prevent bias [1] Group 2 - The integration of AI into organizations is reshaping workplace culture, with a focus on the importance of inclusivity and diversity [2][3] - A report by Mercer indicates that only 33% of employees foresee positive changes in their workload due to AI and automation, suggesting a disconnect between technology adoption and workplace processes [2] - Companies are encouraged to create inclusive AI and technology to foster a positive workplace culture and address inherent biases [2] Group 3 - DEI (Diversity, Equity, Inclusion) principles are becoming critical indicators of corporate social responsibility, with companies like Yum China implementing initiatives to support diverse employees [4][5] - Recent trends show a decline in DEI momentum, with major companies like Microsoft and Boeing disbanding their DEI departments, raising concerns about the future of inclusivity in corporate environments [5][6] - The effectiveness of DEI initiatives is questioned, with calls for a deeper understanding of how workforce composition reflects customer needs [6][8] Group 4 - The concept of "belonging" is emerging as a crucial aspect of DEI, emphasizing meaningful connections between employees and organizations [16][17] - A Gallup study indicates that 59% of the global workforce engages in "quiet quitting," highlighting the impact of a lack of belonging on employee engagement and productivity [17] - Companies are urged to maintain a focus on human elements even as they embrace AI technologies, ensuring that employees feel valued and connected [19]