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人工智能的“歧视”:“她数据”在算法运行中隐形
3 6 Ke· 2025-05-20 10:55
Group 1 - The article discusses the impact of technological advancements, particularly artificial intelligence (AI), on gender equality, highlighting the potential for AI to bridge gender gaps while also addressing inherent biases within algorithms [1][2] - It emphasizes that data used in AI systems often reflects male biases, leading to inadequate representation of women's health issues in clinical trials and AI-driven medical decisions [2][4] - The article points out that the gender disparity in AI-related fields contributes to algorithmic biases, with only 28.2% of individuals in STEM fields being women, and many AI practitioners unaware of gender bias issues [5][7] Group 2 - The article highlights the need for awareness and training among AI developers to mitigate gender biases in algorithm design, suggesting that companies should create inclusive environments for women in tech [7][10] - It discusses the challenges of distinguishing between "preference" and "bias" in algorithmic recommendations, particularly in e-commerce, where gender-based targeting can lead to discriminatory practices [8][9] - The article calls for regulatory measures to ensure gender equality in AI applications, referencing specific laws and guidelines aimed at preventing discrimination in algorithmic processes [12][13] Group 3 - The article suggests that a multi-faceted approach is necessary to address gender bias in AI, including algorithm optimization and regulatory oversight [10][14] - It mentions the importance of using statistical methods to test for gender bias in algorithms and the need for continuous updates to algorithms by developers to address potential biases [13][14] - The article concludes with recommendations for data handling and model training to ensure fairness and reduce bias in AI systems [14]
中国电商在美霸榜:美国关税战,反让中国品牌“出圈”了
21世纪经济报道· 2025-04-19 07:30
美国人竟然熬夜刷中国电商Ap p囤货! 本期《财经早察》来拆解中国电商Ap p在美国一夜爆火的原因。 出品:财经早察工作室 总统筹:邓红辉 执行统筹:陈晨星 祝乃娟 主播:董静怡 编辑:洪晓文,陆跃玲,曾婷芳 设计:王冰 本期编辑 金珊 苹果、特斯拉难了?美国关税战反噬巨头产业链 6G要来了!下一个万亿赛道? 美债风波背后是美元信用危机 SFC 21君荐读 谁能想到,一场美国发起的关税大战,反而让中国的2个电商平台在美国一夜爆红。最近,跨 境B2B平台敦煌网和淘宝突然冲上美国Ap p St o r e下载榜前两名,甚至把Ch a tGPT都挤到了身 后。 ...