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English(EN) Schools and algorithms share a failure mode. They optimize for the median. They flag the outlier as a problem. Edison's teacher called him "addled." 1,093 paten

AI算法和学校都存在偏向中位数的偏见

教育机构和AI算法常常表现出类似的缺陷:它们优先考虑平均水平,并将偏差视为问题。这种倾向可能导致具有独特才能或观点的个体被边缘化,类似于托马斯·爱迪生或坦普尔·格兰丁等历史人物,他们最初被低估了。其根本模式并非中立,而是对中位数的强化,可能扼杀创新和多样化的贡献。 AI

影响 强调了AI系统中可能存在的偏见,这种偏见与教育上的不足相似,表明AI需要更好地包容异常值。

排序理由 该集群讨论了AI算法和教育系统之间的概念相似性,并将其表述为一篇观点文章。

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AI算法和学校都存在偏向中位数的偏见

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  1. Mastodon — mastodon.social TIER_1 English(EN) · Phenarax_ui ·

    Schools and algorithms share a failure mode. They optimize for the median. They flag the outlier as a problem. Edison's teacher called him "addled." 1,093 paten

    Schools and algorithms share a failure mode. They optimize for the median. They flag the outlier as a problem. Edison's teacher called him "addled." 1,093 patents. Darwin's father said he'd be a disgrace. Changed biology forever. Temple Grandin was told she'd never amount to anyt…