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2 - Why GenAI Is Made

from Part I - Understanding GenAI

Published online by Cambridge University Press:  24 July 2026

David Atkinson
Affiliation:
University of Texas, Austin
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Summary

This chapter dissects the intense, seemingly irrational boom in generative AI (GenAI), moving beyond superficial hype to reveal the complex, structural incentives driving billions of dollars into an industry with uncertain returns. It argues that the current boom is propelled not purely by altruistic motives or technological inevitability, but by ten powerful forces. These forces – namely, shareholder primacy, financial imperatives, the pursuit of first-mover advantages, insatiable data-collection needs, self-serving safety justifications, fear of losing relevance, the pursuit of prestige, fear of missing out (FOMO), a belief in “manifest destiny,” and regulatory entrepreneurship – collectively prioritize speed, growth, and market capture over caution, sustainability, and societal benefit. By examining these systemic pressures, the chapter provides the framework for understanding the breakneck pace of AI development and for shaping its ultimate deployment.

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  • Why GenAI Is Made
  • David Atkinson, University of Texas, Austin
  • Book: Our Artificial Future
  • Online publication: 24 July 2026
  • Chapter DOI: https://doi.org/10.1017/9781009719605.004
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  • Why GenAI Is Made
  • David Atkinson, University of Texas, Austin
  • Book: Our Artificial Future
  • Online publication: 24 July 2026
  • Chapter DOI: https://doi.org/10.1017/9781009719605.004
Available formats
×

Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

  • Why GenAI Is Made
  • David Atkinson, University of Texas, Austin
  • Book: Our Artificial Future
  • Online publication: 24 July 2026
  • Chapter DOI: https://doi.org/10.1017/9781009719605.004
Available formats
×