{"course":{"slug":"choosing-your-tools","title":"Choosing and Using the Tools","url":"https://addaly.com/learn/choosing-your-tools","level":"beginner","track":"work"},"lesson":{"slug":"who-owns-the-output","title":"Who owns what it produces","url":"https://addaly.com/learn/choosing-your-tools/who-owns-the-output","position":52,"of":76,"minutes":8,"answer":"Provider terms usually assign you their rights in the output, but whether that output is copyrightable at all and whether it infringes anyone else's rights are separate, unsettled questions answered differently in different countries.","keyIdea":"Provider terms usually assign you their rights in the output, but whether that output is copyrightable at all and whether it infringes anyone else's rights are separate, unsettled questions answered differently in different countries."},"body":{"format":"markdown","text":"## Three separate questions people run together\n\n**1. Does the provider claim ownership of what you generate?** Usually no. Most major providers' terms assign whatever rights they have in the output to the user, sometimes with conditions. That is a contract between you and them, and it is the easiest of the three questions.\n\n**2. Is the output protected by copyright at all?** Much harder, and it differs by country.\n\n**3. Could the output infringe somebody else's rights?** Different again, and the one with real exposure.\n\nConflating these produces most of the confusion in this area. A provider can perfectly well give you all their rights in something that nobody has any rights in.\n\n## Whether AI output is copyrightable\n\nCopyright systems have generally been built around human authorship, and jurisdictions are reaching different conclusions about what that requires for machine-assisted work.\n\nSome, the United States Copyright Office most prominently, have taken the position that material generated purely by a system in response to a prompt lacks the human authorship copyright requires, while a work containing sufficient human creative contribution can be protected as to that contribution. Some other jurisdictions, the United Kingdom among them, have long-standing provisions for computer-generated works with no human author. In March 2026 the UK government proposed removing its provision, while keeping protection for works made with AI assistance. No law has changed yet. Others have not addressed it directly.\n\nThe consequences for you are practical rather than theoretical. If you produce a logo, an illustration or a piece of text entirely by prompting, you may not be able to stop somebody else using it. If that matters (a brand mark, a book cover, anything you intend to enforce) it is worth understanding your own jurisdiction's position before you rely on it, and worth documenting your own creative contribution.\n\n## Whether the output infringes\n\nTwo things are in dispute at once and it is worth separating them.\n\n**Whether training on copyrighted material without permission is lawful.** Actively litigated in several countries, with different statutory starting points (some jurisdictions have text-and-data-mining exceptions, some do not) and no settled international answer. Cases are ongoing and settlements have been reached in some of them without establishing a general rule.\n\n**Whether a particular output infringes.** Separate from the first, and more concrete. A model can reproduce training material closely, especially for material that appeared very often. Generating something in the style of a named artist is generally a different matter from reproducing a recognisable work, and trademark law applies to logos and characters regardless of what copyright says.\n\nSeveral providers now offer indemnities to business customers for copyright claims arising from output, usually with conditions such as using their safety filters and not deliberately prompting for protected material. If you are producing commercial work at scale, that clause is worth finding and reading.\n\n## What to do while it is unsettled\n\n- **Do not generate a logo or a mark you intend to protect** without advice about your jurisdiction.\n- **Do not prompt for a named living artist's style** for commercial work; it is the fact pattern most likely to attract a complaint, whatever the eventual law says.\n- **Keep your prompts and your edits.** Evidence of human creative contribution is what several regimes turn on, and it costs nothing to keep.\n- **Check whether your client's contract says anything.** Increasingly they do, and a clause requiring disclosure of AI use is now common in publishing, design and journalism.\n- **Where the output must be clean, use tools with an indemnity** and follow its conditions.\n\n## Disclosure, which is a separate matter again\n\nWhether you must tell somebody that AI was used is not a copyright question at all. It comes from contracts, from professional rules, and from platform policies: a publisher's submission terms, a client's agreement, a journal's authorship policy, an academic institution's rules, or a marketplace's requirement to label generated images.\n\nThese are proliferating and they vary widely, and breaching one is usually a contractual or disciplinary matter rather than a legal one. Check the specific rules of wherever the work is going. The general legal position, whatever it turns out to be, will not help you if the client's contract said something else.\n\n## The position\n\nThis is unresolved, in different ways in different countries, and it will be resolved slowly and inconsistently. Anyone telling you that AI output definitely can or cannot be copyrighted, or that training definitely is or is not fair use, is describing a position rather than a settled rule. This lesson is not legal advice; where the answer carries money, it is a question for a lawyer in your jurisdiction, asked this year."},"check":{"question":"A designer generates a logo entirely by prompting, and the provider's terms assign output rights to the user. Why might they still be unable to stop a competitor copying it?","options":[{"text":"Because the provider retains a licence to the output for service improvement, which weakens any exclusive claim.","correct":false,"tempting":"Points at a licence-back term that limits the provider's use, not the designer's ability to enforce against a third party."},{"text":"A provider can only assign rights it has, and generated material may lack the human authorship required.","correct":true},{"text":"Because logos are protected by trademark rather than copyright, so the copyright question never arises for marks.","correct":false,"tempting":"Introduces a real parallel regime while sidestepping the authorship problem, and trademark protection depends on use and registration rather than replacing it."},{"text":"Because the same prompt could produce a near-identical image for the competitor, which defeats any claim to originality.","correct":false,"tempting":"Describes a practical risk of reproducibility rather than the legal reason, since originality does not turn on whether a process could repeat."}]},"prev":{"slug":"your-country-your-rules","title":"Your country, your rules","url":"https://addaly.com/learn/choosing-your-tools/your-country-your-rules"},"next":{"slug":"redaction-that-works","title":"Redaction that actually works","url":"https://addaly.com/learn/choosing-your-tools/redaction-that-works"},"authorship":"Founder and series editor: Dr Mustafa Mun. Written by AI models to a written standard. Exam keys checked blind by a second model: 3,665 of 3,666 agreed. Academic review invited.","review":{"status":"Draft, open for academic review"},"cite":"Addaly (2026) 'Who owns what it produces', in Choosing and Using the Tools. Edited by M. Mun. Addaly. Available at: https://addaly.com/learn/choosing-your-tools/who-owns-the-output (Accessed: 13 October 2026).","licence":{"name":"CC BY-NC-SA 4.0","url":"https://creativecommons.org/licenses/by-nc-sa/4.0/"},"reader":{"schema":1,"title":"Who owns what it produces","courseTitle":"Choosing and Using the Tools","module":{"index":6,"slug":"data-terms-and-law","title":"Data, terms and the law"},"answer":null,"keyIdea":"Provider terms usually assign you their rights in the output, but whether that output is copyrightable at all and whether it infringes anyone else’s rights are separate, unsettled questions answered differently in different countries.","hero":{"kind":"plate","image":null,"alt":null,"caption":null},"blocks":[{"t":"h2","id":"three-separate-questions-people-run-together","runs":[{"text":"Three separate questions people run together"}]},{"t":"p","runs":[{"text":"1. Does the provider claim ownership of what you generate?","b":true},{"text":" Usually no. Most major providers’ terms assign whatever rights they have in the output to the user, sometimes with conditions. That is a contract between you and them, and it is the easiest of the three questions."}]},{"t":"p","runs":[{"text":"2. Is the output protected by copyright at all?","b":true},{"text":" Much harder, and it differs by country."}]},{"t":"p","runs":[{"text":"3. Could the output infringe somebody else’s rights?","b":true},{"text":" Different again, and the one with real exposure."}]},{"t":"p","runs":[{"text":"Conflating these produces most of the confusion in this area. A provider can perfectly well give you all their rights in something that nobody has any rights in."}]},{"t":"h2","id":"whether-ai-output-is-copyrightable","runs":[{"text":"Whether AI output is copyrightable"}]},{"t":"p","runs":[{"text":"Copyright systems have generally been built around human authorship, and jurisdictions are reaching different conclusions about what that requires for machine-assisted work."}]},{"t":"p","runs":[{"text":"Some, the United States Copyright Office most prominently, have taken the position that material generated purely by a system in response to a prompt lacks the human authorship copyright requires, while a work containing sufficient human creative contribution can be protected as to that contribution. Some other jurisdictions, the United Kingdom among them, have long-standing provisions for computer-generated works with no human author. In March 2026 the UK government proposed removing its provision, while keeping protection for works made with AI assistance. No law has changed yet. Others have not addressed it directly."}]},{"t":"p","runs":[{"text":"The consequences for you are practical rather than theoretical. If you produce a logo, an illustration or a piece of text entirely by prompting, you may not be able to stop somebody else using it. If that matters (a brand mark, a book cover, anything you intend to enforce) it is worth understanding your own jurisdiction’s position before you rely on it, and worth documenting your own creative contribution."}]},{"t":"h2","id":"whether-the-output-infringes","runs":[{"text":"Whether the output infringes"}]},{"t":"p","runs":[{"text":"Two things are in dispute at once and it is worth separating them."}]},{"t":"p","runs":[{"text":"Whether training on copyrighted material without permission is lawful.","b":true},{"text":" Actively litigated in several countries, with different statutory starting points (some jurisdictions have text-and-data-mining exceptions, some do not) and no settled international answer. Cases are ongoing and settlements have been reached in some of them without establishing a general rule."}]},{"t":"p","runs":[{"text":"Whether a particular output infringes.","b":true},{"text":" Separate from the first, and more concrete. A model can reproduce training material closely, especially for material that appeared very often. Generating something in the style of a named artist is generally a different matter from reproducing a recognisable work, and trademark law applies to logos and characters regardless of what copyright says."}]},{"t":"p","runs":[{"text":"Several providers now offer indemnities to business customers for copyright claims arising from output, usually with conditions such as using their safety filters and not deliberately prompting for protected material. If you are producing commercial work at scale, that clause is worth finding and reading."}]},{"t":"h2","id":"what-to-do-while-it-is-unsettled","runs":[{"text":"What to do while it is unsettled"}]},{"t":"ul","items":[[{"text":"Do not generate a logo or a mark you intend to protect","b":true},{"text":" without advice about your jurisdiction."}],[{"text":"Do not prompt for a named living artist’s style","b":true},{"text":" for commercial work; it is the fact pattern most likely to attract a complaint, whatever the eventual law says."}],[{"text":"Keep your prompts and your edits.","b":true},{"text":" Evidence of human creative contribution is what several regimes turn on, and it costs nothing to keep."}],[{"text":"Check whether your client’s contract says anything.","b":true},{"text":" Increasingly they do, and a clause requiring disclosure of AI use is now common in publishing, design and journalism."}],[{"text":"Where the output must be clean, use tools with an indemnity","b":true},{"text":" and follow its conditions."}]]},{"t":"h2","id":"disclosure-which-is-a-separate-matter-again","runs":[{"text":"Disclosure, which is a separate matter again"}]},{"t":"p","runs":[{"text":"Whether you must tell somebody that AI was used is not a copyright question at all. It comes from contracts, from professional rules, and from platform policies: a publisher’s submission terms, a client’s agreement, a journal’s authorship policy, an academic institution’s rules, or a marketplace’s requirement to label generated images."}]},{"t":"p","runs":[{"text":"These are proliferating and they vary widely, and breaching one is usually a contractual or disciplinary matter rather than a legal one. Check the specific rules of wherever the work is going. The general legal position, whatever it turns out to be, will not help you if the client’s contract said something else."}]},{"t":"h2","id":"the-position","runs":[{"text":"The position"}]},{"t":"p","runs":[{"text":"This is unresolved, in different ways in different countries, and it will be resolved slowly and inconsistently. Anyone telling you that AI output definitely can or cannot be copyrighted, or that training definitely is or is not fair use, is describing a position rather than a settled rule. 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