Atlas of AI

Kate Crawford

Atlas of AI

19min

19min

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Artificial intelligence is often associated with something lightweight or sustainable, especially when we talk about algorithms, clouds, and codes, but AI is actually an extractive power-based industry. In Atlas of AI: Power, Politics, and the Planetary Costs of Artificial Intelligence, Kate Crawford describes the dark side of artificial intelligence, including the exploitation of resources, such as lithium, underpaid crowdworkers, unlawful data collection, discrimination, and a power system that refuses to evolve. The author also provides a possible solution to enable the AI industry to change course, and to distance itself from undemocratic governance and increasing inequality.

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Analysis and key concepts

01.

Artificial intelligence is an industry of extraction, which must be analysed from various perspectives

02.

Artificial intelligence is neither autonomous nor rational, but a product of the dominant power system

03.

Artificial intelligence is based on dual extraction: mineral extraction and data mining

04.

The work that goes into artificial intelligence systems is another form of extraction

05.

Data collection involves the same concept of extraction that governs the relationship between artificial intelligence and the Earth’s resources and labour

06.

Classifying data is an act of power

07.

Artificial intelligence stems from a specific system of power

08.

Quotes

09.

Take-home message

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Many useful tips to:

  • Uncover the real cost of artificial intelligence.
  • Learn about the power system behind the development of artificial intelligence.
  • Help the AI industry change course.

Kate Crawford is a Research Professor at USC Annenberg, Senior Principal Researcher at MSR-NYC, and Honorary Professor at the University of Sydney. She is also the first person to hold the position of Visiting Chair for Artificial Intelligence and Justice at the École Normale Supérieure in Paris, where she coordinates the international working group on machine learning. In her 20-year career, Crawford’s work has focused on understanding large-scale data systems, machine learning, and artificial intelligence within the broader contexts of history, politics, labour, and the environment.

Publishing house:

Yale University Press

Year:

2022

Pages:

336

ISBN:

978-0300264630