Whether the copyright holders retain rights that can limit: Which intellectual property consideration most
Copyright can limit or prohibit using protected works to train models, so the rights holders' reserved rights are the key constraint.
The question
A startup plans to scrape and use copyright-protected text from the open web to train a language model. Which intellectual property consideration most directly constrains whether this training use is lawful?
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- Whether the trademark associated with the source website has been formally registered in the relevant jurisdictionPlausible but wrong: trademark law protects brand identifiers, not the copying of textual content for training.
- Whether a patent has been granted on the machine learning architecture the startup intends to train withPatents cover inventions and methods, not the copyright status of the training corpus being ingested.
- Whether the model's later outputs could be protected as a trade secret held by the deploying startupTrade-secret protection of outputs is a downstream issue and does not resolve the legality of using the inputs.
- Whether the copyright holders retain rights that can limit or prohibit the use of their works for training ✓Correct: copyright can restrict use of protected works for training, including where rights holders reserve their rights.
The trap
Mixing IP regimes and treating trademark or patent as the control on using copyrighted training data. How to remember it
Copyright can limit or prohibit using protected works to train models, so the rights holders' reserved rights are the key constraint.
How many of these would you get right?
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