The research-only licence does not authorize commercial: Considering intellectual property law, which
A non-commercial research licence does not permit commercial training, so using the dataset for a paid product risks infringement.
The question
A company obtains an image dataset under a licence that permits non-commercial research only, then wants to use it to train a model for a paid product. Considering intellectual property law, which conclusion is most accurate?
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- Because the images are only processed internally during training and are not redistributed, the non-commercial restriction in the licence does not constrain how the company may use them.Almost plausible but licence scope governs the use itself, not only redistribution, so internal commercial training can still breach a non-commercial term.
- Once the model is trained, the licence terms are extinguished because the outputs are new works, so the company owns unrestricted rights to commercialize whatever the model produces.Plausible-sounding but a licence breach at the training stage is not cured by the novelty of outputs, and the restriction is not extinguished by training.
- The research-only licence does not authorize commercial training, so using the dataset for a paid product would exceed the licence and could infringe the rights in those works. ✓Correct: a non-commercial research licence limits permitted uses, so commercial training falls outside its scope and risks infringement without separate authorization.
- Trademark registration of the product name would cure the licensing issue, since intellectual property clearance for the brand also validates the underlying training-data rights.Plausible but trademark clearance is unrelated to copyright licensing of training data, so it cannot authorize a use the licence forbids.
The trap
Assuming that internal training use or novel outputs override a dataset's licence restrictions. How to remember it
A non-commercial research licence does not permit commercial training, so using the dataset for a paid product risks infringement.
How many of these would you get right?
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