Who Owns AI-Generated Work Product? A Cross-Jurisdictional Snapshot

The question arrives from clients weekly, and the honest answer is that ownership of purely machine-generated output remains unsettled in most jurisdictions. What is settled is how to contract around the uncertainty.

The doctrinal problem

Copyright protection generally requires human authorship or a human intellectual creation. The more autonomous the generation, the weaker the claim to protection — not because the output is unprotectable in principle, but because there may be no author to whom rights attach. Output with no protection is not owned by the user; it is owned by nobody, and may be freely copied.

Three positions, in outline

United States. The Copyright Office has consistently required human authorship, registering works containing AI-generated material only in respect of the human-authored contributions, with disclosure of the AI-generated portions.

United Kingdom. Section 9(3) of the CDPA provides for computer-generated works with no human author, deeming the author to be the person who made the arrangements necessary. Its application to modern generative systems is contested and its future has been the subject of consultation.

European Union. The originality standard requires the author’s own intellectual creation reflecting free and creative choices, which points towards protection only where human creative input is meaningful.

What to do contractually

Assume the output may be unprotected and address the consequences: an assignment of whatever rights do subsist, together with an obligation to assist in perfecting them; a licence back sufficient to operate if the assignment fails; representations about training data provenance and third-party rights; an indemnity for third-party IP claims, appropriately capped; and an express statement on whether the supplier may use your inputs and outputs for further training.

The practical mitigation

Document the human contribution. Selection, arrangement, editing, iterative direction and creative judgement are what supports a protection claim in most jurisdictions. A record of that process, made contemporaneously rather than reconstructed, is worth more than any clause — and it costs nothing to keep.