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AI Training, Fair Use, and the Future of Copyright Law

February 1, 2026 Rachel Kim – Technology Editor Technology

We’re taking part⁣ in Copyright Week, a series of actions and discussions supporting key principles that should guide‍ copyright policy. Every day this week, various groups are ⁤taking on different‍ elements of copyright law and policy, ⁣and addressing what’s at stake,⁣ and what we need to do to make sure ⁣that‍ copyright promotes ‍creativity and innovation.

Long before generative AI, copyright holders warned that ⁢new ⁢technologies for reading⁤ and analyzing ⁣details would destroy creativity. Internet search engines, they argued, were infringement machines—tools that copied copyrighted works ‍at scale without permission. ⁣Like with earlier technologies⁤ like the photocopier and⁣ the VCR, copyright owners sued.

Courts disagreed. They ‍recognized that copying works to understand, index, and locate information is a classic fair use—and essential for a free and open internet.

Today, the same argument is being recycled against⁤ AI. The core question ‍is whether copyright owners should control how others analyze, ⁢reuse, and build on existing works.

Fair Use Protects analysis—even⁢ When It’s Automated

U.S. courts have long‍ recognized that copying⁣ for analysis, indexing, and learning⁣ is ⁣fair use.This principle didn’t start ⁤with artificial intelligence, and it doesn’t vanish just⁤ as a machine performs the process.

Copying to understand works,‍ extract information,‍ or make⁣ them searchable is transformative and lawful. That’s why search engines can index the web, libraries can create digital indexes, and researchers can analyze data.

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