liveBook · Manning

Copyright

As explained in How Large Language Models Work

Copyright is a legal protection that grants creators or rights holders control over specified uses of original expressive works for a limited period.

Copyright governs uses of creative content, while fair use provides context-sensitive exceptions for activities such as criticism, education, research, and commentary. section 9.3.1

Evaluate fair use by balancing four factors:

  • Consider the purpose and character of the use, including whether it is educational, research-oriented, critical, or commercial. section 9.3.1
  • Consider the work’s nature, the amount used, and whether the new use harms the original work’s market or value. section 9.3.1
  • Treat LLM training as unsettled: it uses others’ content, while courts have not yet resolved how the factors apply. section 9.3.1

Two contrasting uses

A negative product review may use copyrighted material to prevent a company from suppressing criticism. Training students or apprentices can likewise serve a social need, while commercial uses that compete with an original work face greater risk. section 9.3.1

How How Large Language Models Work covers it

How deep it goes
Explains fair use through four balancing factors but stops short of resolving how courts will treat LLM training.
Examples
Uses negative product reviews, student training, and LLM training data to illustrate competing uses.
What you can do after
Evaluate proposed uses by weighing purpose, work type, amount used, and effects on the original market.
How it connects
Connects copyright with fair use, public domain, training data, market effects, and legal uncertainty.

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This explainer was generated by Manning's knowledge graph from the text of How Large Language Models Work. The section links point to the parts of the book it draws on.