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Unsupervised by Any Other Name - Hidden Layers of Knowledge Production in Artificial Intelligence On Social Media PDF

11 Pages·2021·English
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by ['James Wilson']| 2021| 11 pages| English

About Unsupervised by Any Other Name - Hidden Layers of Knowledge Production in Artificial Intelligence On Social Media

This document discusses how artificial intelligence and machine learning applied to big data involves hidden layers of human knowledge production and classification. It argues that concepts of non-supervision and autonomy in AI need to be reconsidered to better understand the underlying human decision-making involved. As an example, it examines how data collection, cleaning, model training and deployment in social media involve human judgments that can introduce biases and potentially discriminate against certain groups. Understanding these classification processes is important for governance of AI and addressing issues like visibility, redlining and targeting of people.

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Author:['James Wilson']
Publication Year:2021
Pages:11
Language:English
Format:PDF
Price:FREE
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