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Highline College
Highline College Library
Guides
Algorithmic Bias & Justice
Human and Environmental Impact of AI
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Algorithmic Bias & Justice
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Human and Environmental Impact of AI
Articles and Readings
Books
Organizations and Researchers Pursuing Algorithmic Justice
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AI is Dangerous, But Not for the Reasons You Think
AI Is Dangerous, but Not for the Reasons You Think | Sasha Luccioni | TED
(10:18)
AI's Human Impact
Human Skills in the Age of AI: Why Essential Competencies Matter More than Ever
Paper from March 2025 by Karen L. Murphy, Ph.D. and Alex Logan for LearnerStudio, in conjunction with High Resolves Group.
The Exploited Labor Behind Artificial Intelligence
In this 2022 Noema Magazine article, Adrienne Williams, Milagros Miceli, and Timnit Gebru argue "Supporting transnational worker organizing should be at the center of the fight for 'ethical AI.'"
AI is a Multi-Billion Dollar Industry. It’s Underpinned by an Invisible and Exploited Workforce
2024 article from The Conversation
Cleaning up ChatGPT takes heavy toll on human workers; contractors in kenya say they were traumatized by effort to screen out descriptions of violence and sexual abuse during run-up to OpenAI's hit chatbot.
2023 Wall Street Journal article
Wage against the machine: Artificial intelligence and the fair labor standards act
2023 article from Stanford Law & Policy Review
AI's Environmental Impact
AI has an Environmental Problem: Here’s What the World Can Do about that
2024 story from the UN Environment Programme
The Uneven Distribution of AI’s Environmental Impacts
2024 article from Harvard Business Review
Generative AI has a Clean-Energy Problem
2024 article from The Economist
Exploring the limitations in how ChatGPT introduces Environmental Justice Issues in the United States: A Case Study of 3,108 Counties
2024 article from Telematics and Informatics
AI Chatbots Contribute to Global Conservation Injustices
2024 article from Humanities & Social Sciences Communications
Data Center Emissions Probably 662% Higher than Big Tech Claims. Can it Keep up the Ruse?
2024 article from The Guardian
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